Source: https://people.eng.unimelb.edu.au/palani/Publications.html
Timestamp: 2019-04-20 07:16:25+00:00

Document:
B. V. Philip, T. Alpcan, J. Jin, and M. Palaniswami, "Distributed Real-Time IoT for Autonomous Vehicles," IEEE Transactions on Industrial Informatics, 2018.
E. Keenan, C. Karmakar, and M. Palaniswami, "The effects of asymmetric volume conductor modeling on non-invasive fetal ECG extraction," Physiological measurement, IOP Publishing, 2018.
D. Kumar, H. Wu, S. Rajasegarar, C. Leckie, S. Krishnaswamy, and M. Palaniswami, "Fast and Scalable Big Data Trajectory Clustering for Understanding Urban Mobility," IEEE Transactions on Intelligent Transportation Systems, pp. 1-14, 2018.
S. Kusmakar, C. Karmakar, B. Yan, T. Obrien, R. Muthuganapathy, and M. Palaniswami, "Automated Detection of Convulsive Seizures Using a Wearable Accelerometer Device," IEEE Transactions on Biomedical Engineering, 2018.
N. Desai, A.-K. Seghouane, and M. Palaniswami, "Algorithms for two dimensional multi set canonical correlation analysis," Pattern Recognition Letters, vol. 111, pp. 101-108, 2018.
P. Rathore, D. Kumar, J. C. Bezdek, S. Rajasegarar, and M. S. Palaniswami, "A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data," IEEE Transactions on Knowledge and Data Engineering, 2018.
L. Lyu, J. C. Bezdek, Y. W. Law, X. He, and M. Palaniswami, "Privacy-preserving collaborative fuzzy clustering," Data & Knowledge Engineering, Elsevier, 2018.
P. Rathore, Z. Ghafoori, J. C. Bezdek, M. Palaniswami, and C. Leckie, "Approximating Dunn's Cluster Validity Indices for Partitions of Big Data," IEEE Transactions on Cybernetics, 2018.
R. K. Udhayakumar, C. Karmakar, and M. Palaniswami, "Understanding Irregularity Characteristics of Short-term HRV Signals using Sample Entropy Profile," IEEE Transactions on Biomedical Engineering, 2018.
L. Lyu, K. Nandakumar, B. Rubinstein, J. Jin, J. Bedo, and M. Palaniswami, “PPFA: Privacy preserving fog-enabled aggregation in smart grid,” IEEE Transactions on Industrial Informatics, pp.3733 - 3744, 2018.
P. Li, C. Karmakar, J. Yearwood, S. Venkatesh, M. Palaniswami, and C. Liu, "Detection of epileptic seizure based on entropy analysis of short-term EEG," PloS one, vol. 13, no. 3, pp. e0193691-e0193691, 2018.
M. Palaniswami, A. S. Rao, and S. Bainbridge, "Real-time Monitoring of the Great Barrier Reef Using Internet of Things with Big Data Analytics," in ICT Discoveries: The impact of Artificial Intelligence (AI) on Communication Networks and Services, Issue 1, International Telecommunication Union (ITU) Journal, pp.1-10, 2017 [ Invited Paper ].
P. Rathore, A. S. Rao, S. Rajasegarar, E. Vanz, J. Gubbi, and M. Palaniswami, "Real-time urban microclimate analysis using internet of things," IEEE Internet of Things Journal, vol. 5, no. 2, pp. 500-511, 2018.
P. Rathore, J. C. Bezdek, S. M. Erfani, S. Rajasegarar, and M. Palaniswami, "Ensemble fuzzy clustering using cumulative aggregation on random projections," IEEE Transactions on Fuzzy Systems, vol. 26, no. 3, pp. 1510-1524, 2018.
M. A. Motin, C. K. Karmakar, and M. Palaniswami, "Ensemble empirical mode decomposition with principal component analysis: a novel approach for extracting respiratory rate and heart rate from photoplethysmographic signal," IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 3, pp. 766-774, 2018.
P. Rathore, D. Kumar, S. Rajasegarar, and M. Palaniswami, "Maximum Entropy-Based Auto Drift Correction Using High-and Low-Precision Sensors," ACM Transactions on Sensor Networks (TOSN), vol. 13, no. 3, p. 1-41, 2017.
F. Marzbanrad, A. H. Khandoker, Y. Kimura, M. Palaniswami, and G. D. Clifford, "Assessment of Fetal Development Using Cardiac Valve Intervals," Frontiers in physiology, vol. 8, 2017.
L. Lyu, J. Jin, S. Rajasegarar, X. He, and M. Palaniswami, "Fog-Empowered Anomaly Detection in IoT Using Hyperellipsoidal Clustering," IEEE Internet of Things Journal, vol. 4, no. 5, pp. 1174-1184, 2017.
D. Kumar, J. C. Bezdek, S. Rajasegarar, C. Leckie, and M. Palaniswami, "A visual-numeric approach to clustering and anomaly detection for trajectory data," The Visual Computer, vol. 33, no. 3, pp. 265-281, 2017.
J.-W. Li et al., "An analytical model for coding-based reprogramming protocols in lossy wireless sensor networks," IEEE Transactions on Computers, vol. 66, no. 1, pp. 24-37, 2017.
C. Karmakar, R. K. Udhayakumar, P. Li, S. Venkatesh, and M. Palaniswami, "Stability, consistency and performance of distribution entropy in analysing short length heart rate variability (hrv) signal," Frontiers in Physiology, vol. 8, p. 720, 2017.
J. Jin, M. Palaniswami, D. Yuan, Y.-N. Dong, and K. Moessner, "Priority Service Provisioning and Max–Min Fairness: A Utility-Based Flow Control Approach," Journal of Network and Systems Management, vol. 25, no. 2, pp. 397-415, 2017.
L. A. Park, J. C. Bezdek, C. Leckie, K. Ramamohanarao, J. Bailey, and M. Palaniswami, "Visual assessment of clustering tendency for incomplete data," IEEE Transactions on Knowledge and Data Engineering, 2016.
F. Marzbanrad, Y. Kimura, K. Funamoto, S. Oshio, M. Endo, N. Sato, et al., "Model-Based Estimation of Aortic and Mitral Valves Opening and Closing Timings in Developing Human Fetuses," IEEE journal of biomedical and health informatics, vol. 20, pp. 240-248, 2016.
F. Marzbanrad, A. H. Khandoker, B. D. Hambly, E. Ng, M. Tamayo, Y. Lu, et al., "Methodological Comparisons of Heart Rate Variability Analysis in Patients With Type 2 Diabetes and Angiotensin Converting Enzyme Polymorphism," IEEE journal of biomedical and health informatics, vol. 20, pp. 55-63, 2016.
P. Li, C. Karmakar, C. Yan, M. Palaniswami, and C. Liu, "Classification of 5-S Epileptic EEG Recordings Using Distribution Entropy and Sample Entropy," Frontiers in physiology, vol. 7, 2016.
D. Kumar, J. C. Bezdek, S. Rajasegarar, M. Palaniswami, C. Leckie, J. Chan, et al., "Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data," ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 11, p. 24, 2016.
A. H. Khandoker, F. Marzbanrad, A. Voss, S. Schulz, Y. Kimura, M. Endo, et al., "Analysis of maternal–fetal heart rate coupling directions with partial directed coherence," Biomedical Signal Processing and Control, vol. 30, pp. 25-30, 2016.
M. H. Imam, C. K. Karmakar, H. F. Jelinek, M. Palaniswami, and A. H. Khandoker, "Detecting Subclinical Diabetic Cardiac Autonomic Neuropathy by Analyzing Ventricular Repolarization Dynamics," IEEE journal of biomedical and health informatics, vol. 20, pp. 64-72, 2016.
A. S. Rao, J. Gubbi, S. Marusic, and M. Palaniswami, "Crowd Event Detection on Optical Flow Manifolds," IEEE Transactions on Cybernetics, vol. 46, pp. 1524 - 1537, 2016.
A. S. Rao, J. Gubbi, S. Marusic, and M. Palaniswami, "Estimation of crowd density by clustering motion cues," The Visual Computer, vol. 31, pp. 1533-1552, 2015.
M. Moshtaghi, J. C. Bezdek, C. Leckie, S. Karunasekera, and M. Palaniswami, "Evolving fuzzy rules for anomaly detection in data streams," IEEE Transactions on Fuzzy Systems, vol. 23, pp. 688-700, 2015.
F. Marzbanrad, Y. Kimura, M. Palaniswami, and A. H. Khandoker, "Quantifying the Interactions between Maternal and Fetal Heart Rates by Transfer Entropy," PloS one, vol. 10, p. e0145672, 2015.
Y. W. Law, T. Alpcan, and M. Palaniswami, "Security games for risk minimization in automatic generation control," IEEE Transactions on Power Systems, vol. 30, pp. 223-232, 2015.
D. Kumar, J. C. Bezdek, M. Palaniswami, S. Rajasegarar, C. Leckie, and T. C. Havens, "A hybrid approach to clustering in big data," IEEE Transactions on Cybernetics, vol. 46, pp. 2372 - 2385, 2015.
A. Khandoker, C. Karmakar, Y. Kimura, M. Endo, S. Oshio, and M. Palaniswami, "Tone Entropy Analysis of Foetal Heart Rate Variability," Entropy, vol. 17, pp. 1042-1053, 2015.
C. Karmakar, Y. Kimura, M. Palaniswami, and A. Khandoker, "Analysis of fetal heart rate asymmetry before and after 35 weeks of gestation," Biomedical Signal Processing and Control, vol. 21, pp. 43-48, 2015.
C. Karmakar, A. Khandoker, and M. Palaniswami, "Phase asymmetry of heart rate variability signal," Physiological measurement, vol. 36, p. 303, 2015.
H. F. Jelinek, C. Karmakar, A. Kiviniemi, A. Hautala, M. Tulppo, T. Mäkikallio, et al., "Temporal dynamics of the circadian heart rate following low and high volume exercise training in sedentary male subjects," European journal of applied physiology, vol. 115, pp. 2069-2080, 2015.
M. H. Imam, C. K. Karmakar, H. F. Jelinek, M. Palaniswami, and A. H. Khandoker, "Analyzing systolic-diastolic interval interaction characteristics in diabetic cardiac autonomic neuropathy progression," IEEE journal of translational engineering in health and medicine, vol. 3, pp. 1-10, 2015.
J. Gubbi, S. Kusmakar, A. Rao, B. Yan, T. O'Brien, and M. Palaniswami, "Automatic detection and classification of convulsive psychogenic non-epileptic seizures using a wearable device," IEEE Journal of Biomedical and Health Informatics vol. 20, pp. 1061 - 1072, 2015.
G. R. Naik, D. K. Kumar, and M. Palaniswami, "Signal processing evaluation of myoelectric sensor placement in low‐level gestures: sensitivity analysis using independent component analysis," Expert Systems, vol. 31, pp. 91-99, 2014.
M. Moshtaghi, J. C. Bezdek, T. C. Havens, C. Leckie, S. Karunasekera, S. Rajasegarar, et al., "Streaming analysis in wireless sensor networks," Wireless Communications and Mobile Computing, vol. 14, pp. 905-921, 2014.
F. Marzbanrad, Y. Kimura, K. Funamoto, R. Sugibayashi, M. Endo, T. Ito, et al., "Automated estimation of fetal cardiac timing events from doppler ultrasound signal using hybrid models," IEEE journal of biomedical and health informatics, vol. 18, pp. 1169-1177, 2014.
S. Marusic, J. Gubbi, H. Sullivan, Y. W. Lawand, and M. Palaniswami, "Participatory Sensing, Privacy, and Trust Management for Interactive Local Government," IEEE Technology and Society Magazine, vol. 33, pp. 62-70, 2014.
C. Le Heron, K. Fang, J. Gubbi, L. Churilov, M. Palaniswami, S. Davis, et al., "Wireless accelerometry is feasible in acute monitoring of upper limb motor recovery after ischemic stroke," Cerebrovascular Diseases, vol. 37, pp. 336-341, 2014.
Y. W. Law, H. R. Pota, J. Jin, Z. Man, and M. Palaniswami, "Control and Communication Techniques for the Smart Grid: An Energy Efficiency Perspective," IFAC Proceedings Volumes, vol. 47, pp. 987-998, 2014.
C. Karmakar, A. Khandoker, T. Penzel, C. Schöbel, and M. Palaniswami, "Detection of respiratory arousals using photoplethysmography (PPG) signal in sleep apnea patients," IEEE journal of biomedical and health informatics, vol. 18, pp. 1065-1073, 2014.
J. Jin, J. Gubbi, S. Marusic, and M. Palaniswami, "An information framework for creating a smart city through internet of things," IEEE Internet of Things Journal, vol. 1, pp. 112-121, 2014.
M. H. Imam, C. K. Karmakar, A. H. Khandoker, and M. Palaniswami, "Effect of ECG-derived respiration (EDR) on modeling ventricular repolarization dynamics in different physiological and psychological conditions," Medical & biological engineering & computing, vol. 52, pp. 851-860, 2014.
G. Shobha, J. Gubbi, K. S. Raghavan, L. K. Kaushik, and M. Palaniswami, "A novel fuzzy rule based system for assessment of ground water potability: A case study in South India," Magnesium (Mg), vol. 30, pp. 35-41, 2013.
R. Marin-Perianu, M. Marin-Perianu, P. Havinga, S. Taylor, R. Begg, M. Palaniswami, et al., "A performance analysis of a wireless body-area network monitoring system for professional cycling," Personal and Ubiquitous Computing, vol. 17, pp. 197-209, 2013.
A. Khandoker, C. Karmakar, T. Penzel, M. Glos, and M. Palaniswami, "Investigating Relative Respiratory Effort Signals During Mixed Sleep Apnea Using Photoplethysmogram," Annals of biomedical engineering, vol. 41, pp. 2229-2236, 2013.
C. K. Karmakar, A. H. Khandoker, H. F. Jelinek, and M. Palaniswami, "Risk stratification of cardiac autonomic neuropathy based on multi-lag Tone–Entropy," Medical & biological engineering & computing, vol. 51, pp. 537-546, 2013.
C. Karmakar, A. Khandoker, R. Begg, and M. Palaniswami, "Understanding ageing effects using complexity analysis of foot–ground clearance during walking," Computer methods in biomechanics and biomedical engineering, vol. 16, pp. 554-564, 2013.
T. C. Havens, J. C. Bezdek, C. Leckie, K. Ramamohanarao, and M. Palaniswami, "A soft modularity function for detecting fuzzy communities in social networks," IEEE Transactions on Fuzzy Systems, vol. 21, pp. 1170-1175, 2013.
J. Gubbi, A. S. Rao, K. Fang, B. Yan, and M. Palaniswami, "Motor recovery monitoring using acceleration measurements in post acute stroke patients," Biomedical engineering online, vol. 12, p. 1, 2013.
J. Gubbi, R. Buyya, S. Marusic, and M. Palaniswami, "Internet of Things (IoT): A vision, architectural elements, and future directions," Future Generation Computer Systems, vol. 29, pp. 1645-1660, 2013.
J. Bayly, J. Carino, S. Petrovski, M. Smit, D. A. Fernando, A. Vinton, et al., "Time‐frequency mapping of the rhythmic limb movements distinguishes convulsive epileptic from psychogenic nonepileptic seizures," Epilepsia, vol. 54, pp. 1402-1408, 2013.
Y. Zhang, X. S. Zhou, Y. W. Law, and M. Palaniswami, "Efficient Homomorphic Hashing Approach for Secure Reprogramming in Wireless Sensor Networks," International Journal of Wireless and Microwave Technologies (IJWMT), vol. 2, p. 1, 2012.
L.-H. Yen, Y. W. Law, and M. Palaniswami, "Risk-aware distributed beacon scheduling for tree-based ZigBee wireless networks," IEEE Transactions on Mobile Computing, vol. 11, pp. 692-703, 2012.
A. Shilton, D. T. Lai, B. K. Santhiranayagam, and M. Palaniswami, "A note on octonionic support vector regression," IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), vol. 42, pp. 950-955, 2012.
A. H. Khandoker, M. H. Imam, J.-P. Couderc, M. Palaniswami, and H. F. Jelinek, "QT variability index changes with severity of cardiovascular autonomic neuropathy," IEEE Transactions on Information Technology in Biomedicine, vol. 16, pp. 900-906, 2012.
C. Karmakar, A. Khandoker, and M. Palaniswami, "Investigating the changes in heart rate asymmetry (HRA) with perturbation of parasympathetic nervous system," Australasian Physical & Engineering Sciences in Medicine, vol. 35, pp. 465-474, 2012.
S. Kar, P. K. Varshney, and M. Palaniswami, "Cramér-Rao bounds for polynomial signal estimation using sensors with AR (1) drift," IEEE Transactions on Signal Processing, vol. 60, pp. 5494-5507, 2012.
Y. Jin, J. Jin, A. Gluhak, K. Moessner, and M. Palaniswami, "An intelligent task allocation scheme for multihop wireless networks," IEEE Transactions on Parallel and Distributed Systems, vol. 23, pp. 444-451, 2012.
J. Jin, M. Palaniswami, and B. Krishnamachari, "Rate control for heterogeneous wireless sensor networks: Characterization, algorithms and performance," Computer Networks, vol. 56, pp. 3783-3794, 2012.
T. C. Havens, J. C. Bezdek, C. Leckie, L. O. Hall, and M. Palaniswami, "Fuzzy c-means algorithms for very large data," IEEE Transactions on Fuzzy Systems, vol. 20, pp. 1130-1146, 2012.
Y. Zhang, X. S. Zhou, Y. W. Law, and M. Palaniswami, "A Secure Method for Network Coding-based Reprogramming Protocols in Wireless Sensor Networks," International Journal of Computer Network and Information Security, vol. 3, p. 34, 2011.
M. Takruri, S. Rajasegarar, S. Challa, C. Leckie, and M. Palaniswami, "Spatio-temporal modelling-based drift-aware wireless sensor networks," IET wireless sensor systems, vol. 1, pp. 110-122, 2011.
M. Moshtaghi, T. C. Havens, J. C. Bezdek, L. Park, C. Leckie, S. Rajasegarar, et al., "Clustering ellipses for anomaly detection," Pattern Recognition, vol. 44, pp. 55-69, 2011.
Y. W. Law, Y. Zhang, J. Jin, M. Palaniswami, and P. Havinga, "Secure rateless deluge: Pollution-resistant reprogramming and data dissemination for wireless sensor networks," EURASIP Journal on Wireless Communications and Networking, vol. 2011, p. 5, 2011.
P. Laube, M. Duckham, and M. Palaniswami, "Deferred decentralized movement pattern mining for geosensor networks," International Journal of Geographical Information Science, vol. 25, pp. 273-292, 2011.
D. T. Lai, B. Santhiranayagam, R. K. Begg, and M. Palaniswami, "Sensor Networks in Healthcare: A New Paradigm for Improving Future Global Health," Healthcare Sensor Networks: Challenges Toward Practical Implementation, p. 1, 2011.
A. H. Khandoker, C. K. Karmakar, and M. Palaniswami, "Comparison of pulse rate variability with heart rate variability during obstructive sleep apnea," Medical engineering & physics, vol. 33, pp. 204-209, 2011.
C. K. Karmakar, A. H. Khandoker, A. Voss, and M. Palaniswami, "Sensitivity of temporal heart rate variability in Poincaré plot to changes in parasympathetic nervous system activity," Biomedical engineering online, vol. 10, p. 1, 2011.
J. Gubbi, A. Kanakatte, K. Tomas, D. Binns, B. Srinivasan, N. Mani, et al., "Automatic tumour volume delineation in respiratory‐gated PET images," Journal of medical imaging and radiation oncology, vol. 55, pp. 65-76, 2011.
J. C. Bezdek, S. Rajasegarar, M. Moshtaghi, C. Leckie, M. Palaniswami, and T. C. Havens, "Anomaly detection in environmental monitoring networks [application notes]," IEEE Computational Intelligence Magazine, vol. 6, pp. 52-58, 2011.
J. C. Bezdek, S. Rajasegarar, M. Moshtaghi, C. Lechie, M. Palaniswami, and T. C. Havens, "Application Notes-Anomaly Detection in Environmental Monitoring Networks," IEEE Computational Intelligence Magazine, vol. 6, p. 52, 2011.
A. Shilton, D. T. Lai, and M. Palaniswami, "A division algebraic framework for multidimensional support vector regression," IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), vol. 40, pp. 517-528, 2010.
S. Rajasegarar, C. Leckie, J. C. Bezdek, and M. Palaniswami, "Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks," IEEE Transactions on Information Forensics and Security, vol. 5, pp. 518-533, 2010.
G. Naik, D. Kumar, and M. Palaniswami, "Classification of low level surface electromyogram using independent component analysis," IET signal processing, vol. 4, pp. 479-487, 2010.
T. Kobialka, R. Buyya, P. Deng, L. Kulik, and M. Palaniswami, "Sensor Web: Integration of Sensor Networks with," Handbook of Research on Developments and Trends in Wireless Sensor Networks: From Principle to Practice: From Principle to Practice, p. 447, 2010.
A. H. Khandoker, K. Lynch, C. K. Karmakar, R. K. Begg, and M. Palaniswami, "Toe clearance and velocity profiles of young and elderly during walking on sloped surfaces," Journal of neuroengineering and rehabilitation, vol. 7, p. 1, 2010.
A. H. Khandoker, H. F. Jelinek, T. Moritani, and M. Palaniswami, "Association of cardiac autonomic neuropathy with alteration of sympatho-vagal balance through heart rate variability analysis," Medical engineering & physics, vol. 32, pp. 161-167, 2010.
C. K. Karmakar, J. Gubbi, A. H. Khandoker, and M. Palaniswami, "Analyzing temporal variability of standard descriptors of Poincaré plots," Journal of electrocardiology, vol. 43, pp. 719-724, 2010.
J. Jin, A. Sridharan, B. Krishnamachari, and M. Palaniswami, "Handling inelastic traffic in wireless sensor networks," IEEE Journal on Selected Areas in Communications, vol. 28, pp. 1105-1115, 2010.
Y. Zhang, X. S. Zhou, Y. M. Ji, Y. W. Law, and M. Palaniswami, "Five Basic Types of Insider DoS Attacks of Code Dissemination in Wireless Sensor Networks," International Journal of Communications, Network and System Sciences, vol. 2, p. 64, 2009.
S. Rajasegarar, C. Leckie, and M. Palaniswami, "Detecting data anomalies in wireless sensor networks," Secur. Ad Hoc. Sens. Netw, vol. 3, pp. 231-259, 2009.
S. Rajasegarar, J. C. Bezdek, C. Leckie, and M. Palaniswami, "Elliptical anomalies in wireless sensor networks," ACM Transactions on Sensor Networks (TOSN), vol. 6, p. 7, 2009.
Y. W. Law, M. Palaniswami, L. V. Hoesel, J. Doumen, P. Hartel, and P. Havinga, "Energy-efficient link-layer jamming attacks against WSN MAC protocols," ACMTransactions on Sensors Networks, vol. 5, pp. 1-38, 2009.
Y. W. Law, M. Palaniswami, L. V. Hoesel, J. Doumen, P. Hartel, and P. Havinga, "Energy-efficient link-layer jamming attacks against wireless sensor network MAC protocols," ACM Transactions on Sensor Networks (TOSN), vol. 5, p. 6, 2009.
D. T. Lai, P. Levinger, R. K. Begg, W. L. Gilleard, and M. Palaniswami, "Automatic recognition of gait patterns exhibiting patellofemoral pain syndrome using a support vector machine approach," IEEE Transactions on Information Technology in Biomedicine, vol. 13, pp. 810-817, 2009.
D. T. Lai, R. K. Begg, and M. Palaniswami, "Computational intelligence in gait research: a perspective on current applications and future challenges," IEEE Transactions on Information Technology in Biomedicine, vol. 13, pp. 687-702, 2009.
A. H. Khandoker, Y. Kimura, T. Ito, N. Sato, K. Okamura, and M. Palaniswami, "Antepartum non-invasive evaluation of opening and closing timings of the cardiac valves in fetal cardiac cycle," Medical & biological engineering & computing, vol. 47, pp. 1075-1082, 2009.
A. H. Khandoker, H. F. Jelinek, and M. Palaniswami, "Identifying diabetic patients with cardiac autonomic neuropathy by heart rate complexity analysis," BioMedical Engineering OnLine, vol. 8, p. 1, 2009.
C. K. Karmakar, A. H. Khandoker, J. Gubbi, and M. Palaniswami, "Complex Correlation Measure: a novel descriptor for Poincaré plot," Biomedical engineering online, vol. 8, p. 1, 2009.
C. Karmakar, A. Khandoker, J. Gubbi, and M. Palaniswami, "Novel feature for quantifying temporal variability of Poincaré Plot: a case study," Computers in Cardiology, vol. 36, pp. 53-56, 2009.
C. Karmakar, A. Khandoker, J. Gubbi, and M. Palaniswami, "Defining asymmetry in heart rate variability signals using a Poincaré plot," Physiological measurement, vol. 30, p. 1227, 2009.
J. Jin, W.-H. Wang, and M. Palaniswami, "A simple framework of utility max-min flow control using sliding mode approach," IEEE Communications Letters, vol. 13, pp. 360-362, 2009.
J. Jin, W.-H. Wang, and M. Palaniswami, "Utility max–min fair resource allocation for communication networks with multipath routing," Computer Communications, vol. 32, pp. 1802-1809, 2009.
J. Gubbi, A. Shilton, and M. Palaniswami, "PROTEIN STRUCTURE," Machine Learning in Bioinformatics, vol. 4, p. 209, 2009.
J. Gubbi, S. Marusic, and M. Palaniswami, "Smoke detection in video using wavelets and support vector machines," Fire Safety Journal, vol. 44, pp. 1110-1115, 2009.
A. Shilton, B. Sundaram, and M. Palaniswami, "Ad-hoc wireless sensor network localization using support vector regression," Proceedings of the ICT Mobile Summit, Stockholm, Sweden, vol. 1012, 2008.
A. Shilton and M. Palaniswami, "A unified approach to support vector machines," Pattern Recognition Technologies and Applications: Recent Advances, p. 299, 2008.
S. Rajasegarar, C. Leckie, and M. Palaniswami, "Anomaly detection in wireless sensor networks," IEEE Wireless Communications, vol. 15, pp. 34-40, 2008.
G. R. Naik, D. K. Kumar, S. P. Arjunan, and M. Palaniswami, "Independent component approach to the analysis of hand gesture sEMG and facial sEMG," Biomedical Engineering: Applications, Basis and Communications, vol. 20, pp. 83-93, 2008.
D. T. Lai, J. Pakkanen, R. Begg, and M. Palaniswami, "Computational Intelligence and Sensor Networks for Biomedical Systems," Encyclopedia of Healthcare Information Systems, vol. 1, 2008.
D. T. Lai, R. K. Begg, S. Taylor, and M. Palaniswami, "Detection of tripping gait patterns in the elderly using autoregressive features and support vector machines," Journal of biomechanics, vol. 41, pp. 1762-1772, 2008.
D. T. Lai, R. Begg, and M. Palaniswami, "SVM models for diagnosing balance problems using statistical features of the MTC signal," International Journal of Computational Intelligence and Applications, vol. 7, pp. 317-331, 2008.
D. Kumar, D. Djuwari, D. Lai, R. Begg, M. Palaniswami, H. Lam, et al., "Karantonis, DM, Cloherty, SL, Lovell, NH, Mason, DG, Salamonsen, RF and Ayre, PJ, Noninvasive detection of suction in an implantable rotary blood pump using neural networks 3 (2008) 237–247 Koch, I., see Prasad, M. 4 (2008) 447–468," International Journal of Computational Intelligence and Applications, vol. 7, pp. 493-495, 2008.
A. H. Khandoker, S. B. Taylor, C. K. Karmakar, R. K. Begg, and M. Palaniswami, "Investigating scale invariant dynamics in minimum toe clearance variability of the young and elderly during treadmill walking," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 16, pp. 380-389, 2008.
A. H. Khandoker, M. Palaniswami, and R. K. Begg, "A comparative study on approximate entropy measure and poincaré plot indexes of minimum foot clearance variability in the elderly during walking," Journal of neuroengineering and rehabilitation, vol. 5, p. 1, 2008.
G. R. Naik, D. K. Kumar, and M. Palaniswami, "Surface EMG based hand gesture identification using semi blind ICA: validation of ICA matrix analysis," Electromyography and clinical neurophysiology, vol. 48, pp. 169-180, 2007.
A. H. Khandoker, D. T. Lai, R. K. Begg, and M. Palaniswami, "Wavelet-based feature extraction for support vector machines for screening balance impairments in the elderly," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 15, pp. 587-597, 2007.
J. Jin, W.-H. Wang, and M. Palaniswami, "Utility max-min fair flow control for multipath communication networks," networks, vol. 11, p. 12, 2007.
J. Gubbi, M. Parker, and M. Palaniswami, "Special Session Fourth International Meeting on Computational Intelligence Methods for Bioinformatics Biostatistics (CIBB 2007)-Solving Protein Structures Using Molecular Replacement Via Protein," Lecture Notes in Computer Science, vol. 4578, pp. 627-634, 2007.
W.-H. Wang, M. Palaniswami, and S. H. Low, "Application-oriented flow control: fundamentals, algorithms and fairness," IEEE/ACM Transactions On Networking, vol. 14, pp. 1282-1291, 2006.
D. B. Tay, N. G. Kingsbury, and M. Palaniswami, "Orthonormal Hilbert-pair of wavelets with (almost) maximum vanishing moments," IEEE Signal Processing Letters, vol. 13, pp. 533-536, 2006.
B. Sundaram, M. Palaniswami, A. Shilton, and R. Begg, "Computational Intelligence Techniques," Computational Intelligence for Movement Sciences: Neural Networks and Other, p. 139, 2006.
G. J. RAMA, M. Palaniswami, D. LAI, and W. P. MICHAEL, "A Study on the Effect of Using Physico-Chemical Features in Protein Secondary Structure Prediction," Applied Artificial Intelligence, vol. 10, p. 9789812774118_0086, 2006.
J. Gubbi, A. Shilton, M. Parker, and M. Palaniswami, "Protein topology classification using two-stage support vector machines," Genome Informatics, vol. 17, pp. 259-269, 2006.
J. Gubbi, D. T. Lai, M. Palaniswami, and M. Parker, "Protein secondary structure prediction using support vector machines and a new feature representation," International Journal of Computational Intelligence and Applications, vol. 6, pp. 551-567, 2006.
C. Eik Loo, M. Yong Ng, C. Leckie, and M. Palaniswami, "Intrusion detection for routing attacks in sensor networks," International Journal of Distributed Sensor Networks, vol. 2, pp. 313-332, 2006.
R. Begg and M. Palaniswami, "Recognition of gait patterns using support vector machines," Computational Intelligence for Movement Sciences: Neural Networks and Other, p. 243, 2006.
A. Shilton, M. Palaniswami, D. Ralph, and A. C. Tsoi, "Incremental training of support vector machines," IEEE transactions on Neural Networks, vol. 16, pp. 114-131, 2005.
L. A. Park, K. Ramamohanarao, and M. Palaniswami, "A novel document retrieval method using the discrete wavelet transform," ACM Transactions on Information Systems (TOIS), vol. 23, pp. 267-298, 2005.
L. Park, M. Palaniswami, and K. Ramamohanarao, "A novel document ranking method using the discrete cosine transform," IEEE transactions on pattern analysis and machine intelligence, vol. 27, pp. 130-135, 2005.
D. B. H. Tay and M. Palaniswami, "Hilbert pair of wavelets via the matching design technique [matched filters]," in 2005 IEEE International Symposium on Circuits and Systems, 2005, pp. 2303-2306 Vol. 3.
G. Jayavardhana Rama, A. P. Shilton, M. M. Parker, and M. Palaniswami, "Prediction of cystine connectivity using SVM," Bioinformation, vol. 1, p. 69, 2005.
D. B. Tay and M. Palaniswami, "A novel approach to the design of the class of triplet halfband filterbanks," IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 51, pp. 378-383, 2004.
L. A. Park, K. Ramamohanarao, and M. Palaniswami, "Fourier domain scoring: A novel document ranking method," IEEE Transactions on Knowledge and Data Engineering, vol. 16, pp. 529-539, 2004.
W.-H. Wang, M. Palaniswami, and S. H. Low, "Optimal flow control and routing in multi-path networks," Performance Evaluation, vol. 52, pp. 119-132, 2003.
W.-H. Wang, M. Palaniswami, and S. Low, "Necessary and sufficient conditions for optimal flow control in multirate multicast networks," IEE Proceedings-Communications, vol. 150, pp. 385-90, 2003.
B. I. Rubinstein, J. McAuliffe, S. Cawley, M. Palaniswami, K. Ramamohanarao, and T. P. Speed, "Machine learning in low-level microarray analysis," ACM SIGKDD Explorations Newsletter, vol. 5, pp. 130-139, 2003.
C. Panchapakesan, M. Palaniswami, D. Ralph, and C. Manzie, "Effects of moving the center's in an RBF network," IEEE Transactions on Neural Networks, vol. 13, pp. 1299-1307, 2002.
C. Manzie, H. Watson, and M. Palaniswami, "Air fuel ratio control in liquefied petroleum gas injected SI engines," IFAC Proceedings Volumes, vol. 35, pp. 325-330, 2002.
C. Manzie, M. Palaniswami, D. Ralph, H. Watson, and X. Yi, "Model predictive control of a fuel injection system with a radial basis function network observer," Journal of dynamic systems, measurement, and control, vol. 124, pp. 648-658, 2002.
M. Chiang, C. Manzie, H. Watson, and M. Palaniswami, "2002-01-2738 Estimation of the Stoichiometric Air-Fuel Ratio in Liquefied Petroleum Gas-Injected Engines," SAE TRANSACTIONS, vol. 111, pp. 1422-1428, 2002.
M. Brennan, M. Palaniswami, and P. Kamen, "Poincare plot interpretation using a physiological model of HRV based on a network of oscillators," American Journal of Physiology-Heart and Circulatory Physiology, vol. 283, pp. H1873-H1886, 2002.
D. Tissainayagam, M. Palaniswami, and D. Everett, "Dynamic Channel Assignment Schemes Using Neural Networks," Computational Intelligence in Telecommunications Networks, p. 433, 2001.
C. Manzie, M. Palaniswami, and H. Watson, "Gaussian networks for fuel injection control," Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, vol. 215, pp. 1053-1068, 2001.
M. Brennan, M. Palaniswami, and P. Kamen, "Distortion properties of the interval spectrum of IPFM generated heartbeats for heart rate variability analysis," IEEE transactions on biomedical engineering, vol. 48, pp. 1251-1264, 2001.
M. Brennan, M. Palaniswami, and P. Kamen, "Do existing measures of Poincare plot geometry reflect nonlinear features of heart rate variability?," IEEE transactions on biomedical engineering, vol. 48, pp. 1342-1347, 2001.
M. Zhihong, H. R. Wu, and M. Palaniswami, "An adaptive tracking controller using neural networks for a class of nonlinear systems," IEEE Transactions on Neural Networks, vol. 9, pp. 947-955, 1998.
K. Smith, M. Palaniswami, and M. Krishnamoorthy, "Neural techniques for combinatorial optimization with applications," IEEE Transactions on Neural Networks, vol. 9, pp. 1301-1318, 1998.
C. K. Chak, G. Feng, and M. Palaniswami, "Implementation of fuzzy systems," Fuzzy logic and expert system applications, vol. 6, pp. 57-120, 1998.
K. Smith and M. Palaniswami, "Static and dynamic channel assignment using neural networks," IEEE journal on selected areas in communications, vol. 15, pp. 238-249, 1997.
K. Smith, M. Palaniswami, and M. Krishnamoorthy, "Traditional heuristic versus Hopfield neural network approaches to a car sequencing problem," European Journal of Operational Research, vol. 93, pp. 300-316, 1996.
K. Smith, M. Palaniswami, and M. Krishnamoorthy, "A hybrid neural approach to combinatorial optimization," Computers & operations research, vol. 23, pp. 597-610, 1996.
K. Smith, M. Krishnamoorthy, and M. Palaniswami, "On the location of interacting hub facilities: neural versus traditional approaches," Location Science, vol. 4, pp. 155-171, 1996.
K. Smith, M. Krishnamoorthy, and M. Palaniswami, "Neural versus traditional approaches to the location of interacting hub facilities," Location Science, vol. 4, pp. 155-171, 1996.
P. Lajbcygier, C. Boek, A. Flitman, and M. Palaniswami, "Comparing conventional and artificial neural network models for the pricing of options on futures," Neurovest Journali, vol. 4, pp. 16-24, 1996.
V. Chandrasekaran, M. Palaniswami, and T. M. Caelli, "Range image segmentation by dynamic neural network architecture," Pattern Recognition, vol. 29, pp. 315-329, 1996.
L. L. Andrew and M. Palaniswami, "A unified approach to selecting optimal step lengths for adaptive vector quantizers," IEEE transactions on communications, vol. 44, pp. 434-439, 1996.
M. Zhihong and M. Palaniswami, "A robust decentralized three‐segment nonlinear sliding mode control for rigid robotic manipulators," International journal of adaptive control and signal processing, vol. 9, pp. 443-457, 1995.
M. Zhihong and M. Palaniswami, "A robust tracking control scheme for rigid robotic manipulators with uncertain dynamics," Computers & electrical engineering, vol. 21, pp. 211-220, 1995.
V. Chandrasekaran, M. Palaniswami, and T. M. Caelli, "Spatio-temporal feature maps using gated neuronal architecture," IEEE Transactions on Neural Networks, vol. 6, pp. 1119-1131, 1995.
M. Zhihong and M. Palaniswami, "Robust tracking control for rigid robotic manipulators," IEEE Transactions on Automatic Control, vol. 39, pp. 154-159, 1994.
G. Feng, C. Zhang, and M. Palaniswami, "Stability of input amplitude constrained adaptive pole placement control systems," Automatica, vol. 30, pp. 1065-1070, 1994.
G. Feng and M. Palaniswami, "Robust direct adaptive controllers with a new normalization technique," IEEE transactions on automatic control, vol. 39, pp. 2330-2334, 1994.
P. T. Chan, M. Palaniswami, and D. Everitt, "Neural network-based dynamic channel assignment for cellular mobile communication systems," IEEE Transactions on Vehicular Technology, vol. 43, pp. 279-288, 1994.
M. Zhihong and M. Palaniswami, "An improved variable structure model‐following control for robotic manipulators," International journal of adaptive control and signal processing, vol. 7, pp. 539-562, 1993.
K. Smith, M. Krishnamoorthy, and M. Palaniswami, "Optimal sequencing of car models along an assembly line," Proc. 12th Nat'l Australian Society for Operations Research, pp. 580-603, 1993.
G. Feng and M. Palaniswami, "Adaptive control of robot manipulators in task space," IEEE transactions on automatic control, vol. 38, pp. 100-104, 1993.
G. Feng, M. Palaniswami, and Y. Zhu, "Stability of rate constrained robust pole placement adaptive control systems," Systems & control letters, vol. 18, pp. 99-107, 1992.
G. Feng and M. Palaniswami, "Continuous time indirect adaptive control with disturbance rejection," Systems & control letters, vol. 18, pp. 211-215, 1992.
G. Feng and M. Palaniswami, "An adaptive control algorithm with application to single-link flexible manipulators," International Journal of Robotics and automation, vol. 7, pp. 111-111, 1992.
G. Feng and M. Palaniswami, "A stable adaptive implementation of the internal model principle," IEEE transactions on automatic control, vol. 37, pp. 1220-1225, 1992.
M. Palaniswami and G. Feng, "Adaptive control algorithms for disturbance rejection," Computers & electrical engineering, vol. 17, pp. 31-37, 1991.
G. Feng, C. Zhang, and M. Palaniswami, "Stability analysis of input constrained continuous time indirect adaptive control," Systems & control letters, vol. 17, pp. 209-215, 1991.
G. Feng and M. Palaniswami, "Stable multirate algorithm for robust adaptive control," International journal of systems science, vol. 22, pp. 2611-2624, 1991.
G. FENG and M. Palaniswami, "Unified treatment of internal model principle based adaptive control algorithms," International Journal of Control, vol. 54, pp. 883-901, 1991.
J. H. Anderson, M. Palaniswami, and D. Baker, "Teaching multivariable control with CADCS packages and PCs," Computers & Education, vol. 14, pp. 205-212, 1990.
A. Pannala, P. Dransfield, M. Palaniswami, and J. Anderson, "Controller design for a multichannel electrohydraulic system," Journal of dynamic systems, measurement, and control, vol. 111, pp. 299-306, 1989.
C. E. De Souza, G. C. Goodwin, D. Q. Mayne, and M. Palaniswami, "An adaptive control algorithm for linear systems having unknown time delay," Automatica, vol. 24, pp. 327-341, 1988.
N. Prabhakaran and M. Palaniswami, "A semantical database for analysis and control of power systems," Computers & electrical engineering, vol. 11, pp. 233-238, 1984.
G. Goodwin, D. Hill, and M. Palaniswami, "A perspective on convergence of adaptive control algorithms," Automatica, vol. 20, pp. 519-531, 1984.
P. Rathore, J. C. Bezdek, D. Kumar, S. Rajasegarar, and M. Palaniswami, "Approximate Cluster Heat Maps of Large High-Dimensional Data," in 2018 24th International Conference on Pattern Recognition (ICPR), 2018, pp. 195-200: IEEE.
S. Kusmakar, C. K. Karmakar, B. Yan, T. J. O'Brien, R. Muthuganapathy, and M. Palaniswami, "Onset Detection of Epileptic Seizures From Accelerometry Signal," in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, pp. 1-4: IEEE.
S. Kusmakar, C. K. Karmakar, B. Yan, T. J. O’Brien, M. Palaniswami, and R. Muthuganapathy, "Improved Detection and Classification of Convulsive Epileptic and Psychogenic Non-epileptic Seizures Using FLDA and Bayesian Inference," in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, pp. 3402-3405: IEEE.
P. Rathore, D. Kumar, S. Rajasegarar, and M. Palaniswami, "Bayesian maximum entropy and interacting multiple model based automatic sensor drift detection and correction in an IoT environment," in Internet of Things (WF-IoT), 2018 IEEE 4th World Forum on, 2018, pp. 598-603: IEEE.
M. Yang, L. Rashidi, S. Rajasegarar, C. Leckie, A. S. Rao, and M. Palaniswami, "Crowd Activity Change Point Detection in Videos via Graph Stream Mining," in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018, pp. 215-223.
B. V. Philip, T. Alpcan, J. Jin, and M. Palaniswami, "Information constrained and finite-time distributed optimisation algorithms," in Decision and Control (CDC), 2017 IEEE 56th Annual Conference on, 2017, pp. 4588-4593: IEEE.
L. Lyu, X. He, Y. W. Law, and M. Palaniswami, "Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition," in Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017, pp. 1219-1228: ACM.
R. K. Udhayakumar, C. Karmakar, and M. Palaniswami, "Secondary measures of regularity from an entropy profile in detecting Arrhythmia," in Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE, 2017, pp. 3485-3488: IEEE.
M. A. Motin, C. K. Karmakar, and M. Palaniswami, "Modified thresholding technique of MMSPCA for extracting respiratory activity from short length PPG signal," in Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE, 2017, pp. 1804-1807: IEEE.
F. Marzbanrad, C. K. Karmakar, A. H. Khandoker, M. Palaniswami, T. Moritani, and H. F. Jelinek, "The Influence of Pharmacological Autonomic Blockades on Multi-Scale Measures of Heart Rate Variability," in EMBEC & NBC 2017: Springer, 2017, pp. 462-465.
F. Fahiman, S. M. Erfani, S. Rajasegarar, M. Palaniswami, and C. Leckie, "Improving load forecasting based on deep learning and K-shape clustering," in Neural Networks (IJCNN), 2017 International Joint Conference on, 2017, pp. 4134-4141: IEEE.
N. Desai, A.-K. Seghouane, and M. Palaniswami, "Multisubject fMRI data analysis via two dimensional multi-set canonical correlation analysis," in 2017 IEEE 14th International Symposium onBiomedical Imaging (ISBI 2017), 2017, pp. 468-471: IEEE.
M. Yang, S. Rajasegarar, A. S. Rao, C. Leckie, and M. Palaniswami, "Anomalous Behavior Detection in Crowded Scenes Using Clustering and Spatio-Temporal Features," in Intelligent Information Processing VIII: 9th IFIP TC 12 International Conference, IIP 2016, Melbourne, VIC, Australia, November 18-21, 2016, Proceedings, 2016, pp. 132-141.
A. S. Rao, J. Gubbi, and M. Palaniswami, "An Improved Approach to Crowd Event Detection by Reducing Data Dimensions," in Advances in Signal Processing and Intelligent Recognition Systems, ed: Springer International Publishing, 2016, pp. 85-96.
A. S. Rao, J. Gubbi, and M. Palaniswami, "Anomalous Crowd Event Analysis Using Isometric Mapping," in Advances in Signal Processing and Intelligent Recognition Systems, ed: Springer International Publishing, 2016, pp. 407-418.
R. K. Udhayakumar, C. Karmakar, P. Li, and M. Palaniswami, "Influence of embedding dimension on distribution entropy in analyzing heart rate variability," in Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, 2016, pp. 6222-6225.
R. K. Udhayakumar, C. Karmakar, P. Li, and M. Palaniswami, "Effect of embedding dimension on complexity measures in identifying Arrhythmia," in Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, 2016, pp. 6230-6233.
A. S. Rao, J. Gubbi, M. Palaniswami, and E. Wong, "Non-protruding hazard detection for the aged vision-impaired," in Computer Communications Workshops (INFOCOM WKSHPS), 2016 IEEE Conference on, 2016, pp. 1077-1078.
M. A. Motin, C. K. Karmakar, and M. Palaniswami, "An EEMD-PCA approach to extract heart rate, respiratory rate and respiratory activity from PPG signal," in Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, 2016, pp. 3817-3820.
L. Lyu, Y. W. Law, S. M. Erfani, C. Leckie, and M. Palaniswami, "An improved scheme for privacy-preserving collaborative anomaly detection," in 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops), 2016, pp. 1-6.
S. Kusmakar, R. Muthuganapathy, B. Yan, T. J. O'Brien, and M. Palaniswami, "Gaussian mixture model for the identification of psychogenic non-epileptic seizures using a wearable accelerometer sensor," in Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, 2016, pp. 1006-1009.
D. Kumar, H. Wu, Y. Lu, S. Krishnaswamy, and M. Palaniswami, "Understanding Urban Mobility via Taxi Trip Clustering," in Mobile Data Management (MDM), 2016 17th IEEE International Conference on, 2016, pp. 318-324.
A. H. Khandoker, F. Marzbanrad, Y. Kimura, S. Al Nuaimi, and M. Palaniswami, "Assessing the development of fetal myocardial function by a novel Doppler myocardial performance index," in Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, 2016, pp. 3753-3756.
C. Karmakar, B. Saha, M. Palaniswami, and S. Venkatesh, "Multi-task transfer learning for in-hospital-death prediction of ICU patients," in Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, 2016, pp. 3321-3324.
M. H. Imam, C. K. Karmakar, A. H. Khandoker, H. F. Jelinek, and M. Palaniswami, "Heart rate independent QT variability component can detect subclinical cardiac autonomic neuropathy in diabetes," in Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, 2016, pp. 928-931.
R. K. Udhayakumar, C. Karmakar, P. Li, and M. Palaniswami, "Effect of data length and bin numbers on distribution entropy (DistEn) measurement in analyzing healthy aging," in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, pp. 7877-7880.
M. Sovani, D. Vo, S. Challa, and M. Palaniswami, "A Feedback based method for License plate image binarization," in Signal Processing and Communication Systems (ICSPCS), 2015 9th International Conference on, 2015, pp. 1-5.
S. Rajasegarar, C. Leckie, and M. Palaniswami, "Pattern based anomalous user detection in cognitive radio networks," in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015, pp. 5605-5609.
F. Marzbanrad, Y. Kimura, M. Endo, M. Palaniswami, and A. H. Khandoker, "Transfer entropy analysis of maternal and fetal heart rate coupling," in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, pp. 7865-7868.
F. Marzbanrad, Y. Kimura, M. Endo, M. Palaniswami, and A. H. Khandoker, "Classification of Doppler Ultrasound signal quality for the application of fetal valve motion identification," in 2015 Computing in Cardiology Conference (CinC), 2015, pp. 365-368.
J. Li, J. Jin, D. Yuan, M. Palaniswami, and K. Moessner, "EHOPES: Data-centered Fog platform for smart living," in Telecommunication Networks and Applications Conference (ITNAC), 2015 International, 2015, pp. 308-313.
S. Kusmakar, J. Gubbi, A. S. Rao, B. Yan, T. J. O'Brien, and M. Palaniswami, "Classification of convulsive psychogenic non-epileptic seizures using histogram of oriented motion of accelerometry signals," in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, pp. 586-589.
C. Karmakar, R. K. Udhayakumar, and M. Palaniswami, "Distribution Entropy (DistEn): A complexity measure to detect arrhythmia from short length RR interval time series," in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, pp. 5207-5210.
C. Karmakar, H. F. Jelinek, A. Khandoker, M. Tulppo, T. Mäkikallio, A. Kiviniemi, et al., "Multi-lag HRV analysis discriminates disease progression of post-infarct people with no diabetes versus diabetes," in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, pp. 2367-2370.
C. Karmakar, M. H. Imam, P. Li, and M. Palaniswami, "Influence of psychological stress on Systolic-Diastolic Interval (SDI) interaction characteristics measured from the electrocardiogram (ECG) signal," in 2015 Computing in Cardiology Conference (CinC), 2015, pp. 377-380.
H. Jelinek, C. Karmakar, A. Kiviniemi, M. Tulppo, A. Hautala, H. Huikuri, et al., "Changes in heart rate circadian rhythm following exercise in middle-aged men," in 2015 Computing in Cardiology Conference (CinC), 2015, pp. 1053-1056.
M. H. Imam, C. Karmakar, A. Khandoker, and M. Palaniswami, "A novel technique for analysing beat-to-beat dynamical changes of QT-RR distribution for arrhythmia prediction," in 2015 Computing in Cardiology Conference (CinC), 2015, pp. 1157-1160.
A. S. Rao, J. Gubbi, S. Rajasegarar, S. Marusic, and M. Palaniswami, "Detection of anomalous crowd behaviour using hyperspherical clustering," in Digital lmage Computing: Techniques and Applications (DlCTA), 2014 International Conference on, 2014, pp. 1-8.
A. S. Rao, J. Gubbi, S. Marusic, and M. Palaniswami, "Probabilistic detection of crowd events on riemannian manifolds," in Digital lmage Computing: Techniques and Applications (DlCTA), 2014 International Conference on, 2014, pp. 1-8.
F. Marzbanrad, Y. Kimura, M. Palaniswami, and A. H. Khandoker, "Application of automated fetal valve motion identification to investigate fetal heart anomalies," in Healthcare Innovation Conference (HIC), 2014 IEEE, 2014, pp. 243-246.
F. Marzbanrad, Y. Kimura, M. Endo, M. Palaniswami, and A. H. Khandoker, "Automated Measurement of Fetal Isovolumic Contraction Time from Doppler Ultrasound Signals without using Fetal Electrocardiography," in Computing in Cardiology 2014, 2014, pp. 485-488.
F. Marzbanrad, A. H. Khandoker, M. Endo, Y. Kimura, and M. Palaniswami, "A multi-dimensional Hidden Markov Model approach to automated identification of fetal cardiac valve motion," in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014, pp. 1885-1888.
F. Marzbanrad, B. Hambly, E. Ng, M. Tamayo, S. Matthews, C. Karmakar, et al., "Relationship between Heart Rate Variability and angiotensinogen gene polymorphism in diabetic and control individuals," in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014, pp. 6683-6686.
A. H. Khandoker, S. Schulz, Y. Kimura, M. Palaniswami, and A. Voss, "Investigating maternal-fetal heart rate coupling by high resolution joint symbolic dynamics," in Computing in Cardiology 2014, 2014, pp. 441-444.
C. K. Karmakar, H. F. Jelinek, P. Warner, A. H. Khandoker, and M. Palaniswami, "Effect of gender and diabetes on major depressive disorder using heart rate asymmetry," in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014, pp. 6679-6682.
C. Karmakar, A. Khandoker, Y. Kimura, and M. Palaniswami, "Investigating foetal heart rate asymmetry," in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014, pp. 2261-2264.
C. Karmakar, M. H. Imam, A. Khandoker, and M. Palaniswami, "Influence of psychological stress on QT interval," in Computing in Cardiology 2014, 2014, pp. 1009-1012.
H. F. Jelinek, K. G. August, M. H. Imam, K. Khalaf, A. Koenig, R. Riener, et al., "Influence of stroke location on heart rate variability in robot-assistive neurorehabilitation," in 2nd Middle East Conference on Biomedical Engineering, 2014, pp. 253-256.
M. H. Imam, C. Karmakar, A. Khandoker, H. F. Jelinek, and M. Palaniswami, "Analysing cardiac autonomic neuropathy in diabetes using electrocardiogram derived systolic-diastolic interval interactions," in Computing in Cardiology 2014, 2014, pp. 85-88.
Q. Wang, A. H. Khandoker, F. Marzbanrad, K. Funamoto, R. Sugibayashi, M. Endo, et al., "Investigating the beat by beat phase synchronization between maternal and fetal heart rates," in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013, pp. 3821-3824.
A. Shilton, S. Rajasegarar, and M. Palaniswami, "Combined multiclass classification and anomaly detection for large-scale wireless sensor networks," in Intelligent Sensors, Sensor Networks and Information Processing, 2013 IEEE Eighth International Conference on, 2013, pp. 491-496.
B. K. Santhiranayagam, D. T. Lai, A. Shilton, R. Begg, and M. Palaniswami, "Autonomous detection of different walking tasks using end point foot trajectory vertical displacement data," in Intelligent Sensors, Sensor Networks and Information Processing, 2013 IEEE Eighth International Conference on, 2013, pp. 509-514.
A. S. Rao, S. Marshall, J. Gubbi, M. Palaniswami, R. Sinnott, and V. Pettigrovet, "Design of low-cost autonomous water quality monitoring system," in Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on, 2013, pp. 14-19.
A. S. Rao, J. Gubbi, S. Marusic, P. Stanley, and M. Palaniswami, "Crowd density estimation based on optical flow and hierarchical clustering," in Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on, 2013, pp. 494-499.
A. S. Rao, J. Gubbi, S. Marusic, A. Maher, and M. Palaniswami, "Determination of object directions using optical flow for crowd monitoring," in International Symposium on Visual Computing, 2013, pp. 613-622.
F. Marzbanrad, Y. Kimura, K. Funamoto, R. Sugibayashi, M. Endo, T. Ito, et al., "Development of fetal cardiac intervals throughout 16 to 41 weeks of gestation," in Computing in Cardiology 2013, 2013, pp. 1155-1158.
F. Marzbanrad, A. H. Khandoker, K. Funamoto, R. Sugibayashi, M. Endo, C. Velayo, et al., "Automated Identification of fetal cardiac valve timings," in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013, pp. 3893-3896.
F. Marzbanrad, H. Jelinek, E. Ng, M. Tamayo, B. Hambly, C. McLachlan, et al., "The effect of automated preprocessing of RR interval tachogram on discrimination capability of heart rate variability parameters," in Computing in Cardiology 2013, 2013, pp. 483-486.
J.-W. Li, S.-N. Li, Y. Zhang, Y. W. Law, X. Zhou, and M. Palaniswami, "Analytical model of coding-based reprogramming protocols in lossy wireless sensor networks," in 2013 IEEE International Conference on Communications (ICC), 2013, pp. 1867-1871.
Y. W. Law, Z. Gong, T. Luo, S. Marusic, and M. Palaniswami, "Comparative study of multicast authentication schemes with application to wide-area measurement system," in Proceedings of the 8th ACM SIGSAC symposium on Information, computer and communications security, 2013, pp. 287-298.
D. Kumar, J. Gubbi, B. Yan, and M. Palaniswami, "Motor recovery monitoring in post acute stroke patients using wireless accelerometer and cross-correlation," in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013, pp. 6703-6706.
A. H. Khandoker, C. K. Karmakar, T. Penzel, M. Glos, C. Schoebel, and M. Palaniswami, "Estimating relative respiratory effort from features of photo-plethysmography signal," in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013, pp. 6575-6578.
A. H. Khandoker, C. Karmakar, Y. Kimura, and M. Palaniswami, "Development of fetal heart rate dynamics before and after 30 and 35 weeks of gestation," in Computing in Cardiology 2013, 2013, pp. 453-456.
C. K. Karmakar, A. H. Khandoker, and M. Palaniswami, "Multi-scale Tone Entropy in differentiating physiologic and synthetic RR time series," in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013, pp. 6135-6138.
C. Karmakar, A. Khandoker, H. Jelinek, and M. Palaniswami, "Time-series network analysis for detecting cardiac autonomic neuropathy using RR interval data," in Computing in Cardiology 2013, 2013, pp. 97-100.
M. H. Imam, C. K. Karmakar, A. H. Khandoker, and M. Palaniswami, "Effect of premature activation in analyzing QT dynamics instability using QT-RR model for ventricular fibrillation and healthy subjects," in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013, pp. 2559-2562.
M. H. Imam, C. K. Karmakar, A. H. Khandoker, and M. Palaniswami, "Effect of using ECG derived respiration (EDR) signal in Linear Parametric QT-RR modeling," in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013, pp. 1968-1971.
M. H. Imam, C. Karmakar, A. Khandoker, H. Jelinek, and M. Palaniswami, "Detection of cardiac autonomic neuropathy using linear parametric modeling of QT dynamics," in Computing in Cardiology 2013, 2013, pp. 1019-1022.
F.-C. Hsu, J. Gubbi, and M. Palaniswami, "Human head detection using histograms of oriented optical flow in low quality videos with occlusion," in Signal Processing and Communication Systems (ICSPCS), 2013 7th International Conference on, 2013, pp. 1-6.
T. C. Havens, J. C. Bezdek, and M. Palaniswami, "Scalable single linkage hierarchical clustering for big data," in Intelligent Sensors, Sensor Networks and Information Processing, 2013 IEEE Eighth International Conference on, 2013, pp. 396-401.
T. C. Havens, J. C. Bezdek, C. Leckie, and M. Palaniswami, "Extension of iVAT to asymmetric matrices," in 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013.
T. C. Havens, J. C. Bezdek, C. Leckie, J. Chan, W. Liu, J. Bailey, et al., "Clustering and visualization of fuzzy communities in social networks," in Fuzzy Systems (FUZZ), 2013 IEEE International Conference on, 2013, pp. 1-7.
J. Gubbi, D. Kumar, A. S. Rao, B. Yan, and M. Palaniswami, "A pilot study on the use of accelerometer sensors for monitoring post acute stroke patients," in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013, pp. 957-960.
A. Shilton, D. T. Lai, and M. Palaniswami, "The conic-segmentation support vector machine-a target space method for multiclass classification," in The 2012 International Joint Conference on Neural Networks (IJCNN), 2012, pp. 1-8.
A. S. Rao, J. Gubbi, S. Marusic, and M. Palaniswami, "A robust algorithm for foreground extraction in crowded scenes," in Communications and Information Technologies (ISCIT), 2012 International Symposium on, 2012, pp. 604-609.
S. Rajasegarar, J. C. Bezdek, M. Moshtaghi, C. Leckie, T. C. Havens, and M. Palaniswami, "Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids," in The 2012 International Joint Conference on Neural Networks (IJCNN), 2012, pp. 1-8.
S. Poosapadi Arjunan, D. Kumar, T. Bastos, and G. Naik, "Investigation of age and gender related changes in force of isometric contraction, muscle endurance and muscle strength among young and old healthy people," in ISSNIP Biosignals and Biorobotics Conference 2012, 2012, pp. 32-35.
S. Poosapadi Arjunan and D. Kumar, "Impact of vibration on the muscle endurance and fatigue during strengthening exercise," in ISSNIP Biosignals and Biorobotics Conference 2012, 2012, pp. 130-133.
Y. W. Law, T. Alpcan, M. Palaniswami, and S. Dey, "Security games and risk minimization for automatic generation control in smart grid," in International Conference on Decision and Game Theory for Security, 2012, pp. 281-295.
Y. W. Law, T. Alpcan, and M. Palaniswami, "Security games for voltage control in smart grid," in Communication, Control, and Computing (Allerton), 2012 50th Annual Allerton Conference on, 2012, pp. 212-219.
Y. W. Law, T. Alpcan, V. C. Lee, A. Lo, S. Marusic, and M. Palaniswami, "Demand response architectures and load management algorithms for energy-efficient power grids: a survey," in Knowledge, Information and Creativity Support Systems (KICSS), 2012 Seventh International Conference on, 2012, pp. 134-141.
C. Karmakar, A. Khandoker, M. Tulppo, T. Makikallio, A. Kiviniemi, A. Hautala, et al., "Dynamics of heart rate changes following moderate and high volume exercise training," in 2012 Computing in Cardiology, 2012, pp. 953-956.
C. Karmakar, A. Khandoker, and M. Palaniswami, "Analysis of slope based heart rate asymmetry using poincaré plots," in 2012 Computing in Cardiology, 2012, pp. 949-952.
C. Karmakar, H. Jelinek, A. Khandoker, M. Tulppo, T. Mäkikallio, A. Kiviniemi, et al., "Identifying increased risk of post-infarct people with diabetes using multi-lag Tone-Entropy analysis," in 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012, pp. 25-28.
J. Jin, J. Gubbi, T. Luo, and M. Palaniswami, "Network architecture and QoS issues in the internet of things for a smart city," in Communications and Information Technologies (ISCIT), 2012 International Symposium on, 2012, pp. 956-961.
T. C. Havens, J. C. Bezdek, and M. Palaniswami, "Cluster validity for kernel fuzzy clustering," in Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on, 2012, pp. 1-8.
T. C. Havens, J. C. Bezdek, and M. Palaniswami, "Incremental kernel fuzzy c-means," in Computational Intelligence, ed: Springer Berlin Heidelberg, 2012, pp. 3-18.
H. Annuth, C. Behle, A. M. Bernardino, E. M. Bernardino, J. C. Bezdek, C.-A. Bohn, et al., "Alba, Enrique 21 Al-Duwaish, Hussain N. 331 Alexandre, Fredéric 317 Alonso, César L. 49," in Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2010, Valencia, Spain, October 2010, 2012, p. 421.
A. S. Rao, J. Gubbi, T. Ngo, J. Nguyen, and M. Palaniswami, "Energy efficient time synchronization in WSN for critical infrastructure monitoring," in Trends in Network and Communications, ed: Springer Berlin Heidelberg, 2011, pp. 314-323.
B. K. Santhiranayagam, D. T. Lai, R. K. Begg, and M. Palaniswami, "Estimation of end point foot clearance points from inertial sensor data," in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011, pp. 6503-6506.
B. K. Santhiranayagam, D. Lai, A. Shilton, R. Begg, and M. Palaniswami, "Regression models for estimating gait parameters using inertial sensors," in Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2011 Seventh International Conference on, 2011, pp. 46-51.
M. Moshtaghi, C. Leckie, S. Karunasekera, J. C. Bezdek, S. Rajasegarar, and M. Palaniswami, "Incremental elliptical boundary estimation for anomaly detection in wireless sensor networks," in 2011 IEEE 11th International Conference on Data Mining, 2011, pp. 467-476.
A. H. Khandoker, D. N. Weiss, J. E. Skinner, J. M. Anchin, M. H. Imam, H. F. Jelinek, et al., "PD2i heart rate complexity measure can detect cardiac autonomic neuropathy: an alternative test to Ewing battery," in 2011 Computing in Cardiology, 2011, pp. 525-528.
S. Suthaharan, M. Alzahrani, S. Rajasegarar, C. Leckie, and M. Palaniswami, "Labelled data collection for anomaly detection in wireless sensor networks," in Intelligent sensors, sensor networks and information processing (ISSNIP), 2010 sixth international conference on, 2010, pp. 269-274.
B. K. Santhiranayagam, D. T. Lai, R. K. Begg, and M. Palaniswami, "Correlations between end point foot trajectories and inertial sensor data," in Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2010 Sixth International Conference on, 2010, pp. 315-320.
S. Rajasegarar, A. Shilton, C. Leckie, R. Kotagiri, and M. Palaniswami, "Distributed training of multiclass conic-segmentation support vector machines on communication constrained networks," in Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2010 Sixth International Conference on, 2010, pp. 211-216.
R. Marin-Perianu, M. Marin-Perianu, D. Rouffet, S. Taylor, P. Havinga, R. Begg, et al., "Body area wireless sensor networks for the analysis of cycling performance," in Proceedings of the Fifth International Conference on Body Area Networks, 2010, pp. 1-7.
A. H. Khandoker, Y. Kimura, M. Palaniswami, and S. Marusic, "Identifying fetal heart anomalies using fetal ECG and Doppler cardiogram signals," in 2010 Computing in Cardiology, 2010, pp. 891-894.
A. H. Khandoker, M. Fujibayashi, T. Moritani, and M. Palaniswami, "Assessing sympatho-vagal balance in schizophrenia through tone-entropy analysis," in 2010 Computing in Cardiology, 2010, pp. 69-72.
A. H. Khandoker, J. Black, and M. Palaniswami, "Smartphone-based low cost oximeter photoplethysmography," in Electrical and Computer Engineering (ICECE), 2010 International Conference on, 2010, pp. 634-637.
C. Karmakar, A. Khandoker, and M. Palaniswami, "Perturbation in parasympathetic nervous system activity affects temporal structure of Poincaré plot," in 2010 Computing in Cardiology, 2010, pp. 597-600.
C. Karmakar, A. Khandoker, and M. Palaniswami, "Heart rate asymmetry in altered parasympathetic nervous system activity," in 2010 Computing in Cardiology, 2010, pp. 601-604.
J. Jin, Y. W. Law, M. Palaniswami, and Z. Man, "A unified flow control approach for QoS balance in differentiated services," in Communications (ICC), 2010 IEEE International Conference on, 2010, pp. 1-6.
H. F. Jelinek, A. H. Khandoker, M. Palaniswami, and S. McDonald, "Tone-entropy analysis as a cardiac risk stratification tool," in 2010 Computing in Cardiology, 2010, pp. 955-958.
H. F. Jelinek, A. Khandoker, M. Palaniswami, and S. McDonald, "Heart rate variability and QT dispersion in a cohort of diabetes patients," in 2010 Computing in Cardiology, 2010, pp. 613-616.
M. Daulatzai, C. Karmakar, N. Khan, A. Khandoker, and M. Palaniswami, "Unravelling unique qualitative and quantitative characteristics of the surface submentalis EMG in OSA polysomnograms," in Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2010 Sixth International Conference on, 2010, pp. 309-314.
J. C. Bezdek, T. C. Havens, J. M. Keller, C. Leckie, L. Park, M. Palaniswami, et al., "Clustering elliptical anomalies in sensor networks," in Fuzzy systems (FUZZ), 2010 IEEE international conference on, 2010, pp. 1-8.
Y. Zhang, X. S. Zhou, Y. W. Law, and M. Palaniswami, "Insider DoS Attacks on Epidemic Propagation Strategies of Network Reprogramming in Wireless Sensor Networks," in Information Assurance and Security, 2009. IAS'09. Fifth International Conference on, 2009, pp. 263-266.
Y. W. Law, S. Chatterjea, J. Jin, T. Hanselmann, and M. Palaniswami, "Energy-efficient data acquisition by adaptive sampling for wireless sensor networks," in Proceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, 2009, pp. 1146-1151.
Y. W. Law and M. Palaniswami, “Key Management in Wireless Sensor Networks,” Guide to Wireless Sensor Networks, ch. 20, pp. 513-532, Springer Verlag (London), ISBN 978-1- 84882-217-7, 2009.
Y. W. Law, M. Palaniswami, and R. C.-W. Phan, “Secure Data Aggregation in Wireless Sensor Networks,” Guide to Wireless Sensor Networks, ch. 21, pp. 533-560, Springer Verlag (London), ISBN 978-1-84882-217-7, 2009.
D. T. Lai, T. V. Wrigley, and M. Palaniswami, "Ultrasound monitoring of inter-knee distances during gait," in 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2009, pp. 725-728.
D. T. Lai, A. Shilton, E. Charry, R. Begg, and M. Palaniswami, "A machine learning approach to k-step look-ahead prediction of gait variables from acceleration data," in 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2009, pp. 284-387.
A. Khandoker and M. Palaniswami, "Support vector regression model for assessing respiratory effort during central apnea events using ECG signals," in 2009 36th Annual Computers in Cardiology Conference (CinC), 2009, pp. 729-732.
A. Khandoker, Y. Kimura, and M. Palaniswami, "Automated identification of abnormal fetuses using fetal ECG and Doppler ultrasound signals," in 2009 36th Annual Computers in Cardiology Conference (CinC), 2009, pp. 709-712.
A. Khandoker, H. Jelinek, and M. Palaniswami, "Cardiac autonomic neuropathy associated alteration of sympatho-vagal balance through the tone entropy analysis of heart periods," in 2009 36th Annual Computers in Cardiology Conference (CinC), 2009, pp. 373-375.
C. Karmakar, A. Khandoker, J. Gubbi, and M. Palaniswami, "Modified Ehlers' index for improved detection of heart rate asymmetry in Poincaré plot," in 2009 36th Annual Computers in Cardiology Conference (CinC), 2009, pp. 169-172.
A. Ibaida, I. Khalil, and F. Sufi, "Cardiac abnormalities detection from compressed ECG in wireless telemonitoring using principal components analysis (PCA)," in Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2009 5th International Conference on, 2009, pp. 207-212.
J. Gubbi, M. Palaniswami, K. Tomas, D. Binns, and M. Griffiths, "Delineation of region of interest volume in cardiac gated PET images," in 2009 36th Annual Computers in Cardiology Conference (CinC), 2009, pp. 765-768.
J. Gubbi, A. Khandoker, and M. Palaniswami, "Classification of obstructive and central sleep apnea using wavelet packet analysis of ECG signals," in 2009 36th Annual Computers in Cardiology Conference (CinC), 2009, pp. 733-736.
M. A. Daulatzai, N. Khan, C. Karmakar, A. Khandoker, and M. Palaniswami, "Lateral decubitus posture during sleep: Sub-groups of obstructive sleep apnea patients—therapeutic value of vertical position in OSA," in Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2009 5th International Conference on, 2009, pp. 181-184.
M. Daulatzai, A. H. Khandoker, C. K. Karmakar, M. Palaniswami, and N. Khan, "Characterization of chimeric surface submentalis EMG activity during hypopneas in obstructive sleep apnea patients," in Science and Technology for Humanity (TIC-STH), 2009 IEEE Toronto International Conference, 2009, pp. 782-788.
E. Charry, D. T. Lai, R. K. Begg, and M. Palaniswami, "A study on band-pass filtering for calculating foot displacements from accelerometer and gyroscope sensors," in 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2009.
E. Charry, D. T. Lai, R. K. Begg, and M. Palaniswami, "Filtering techniques using frequency analysis for inertial sensors in gait measurements," in World Congress on Medical Physics and Biomedical Engineering, September 7-12, 2009, Munich, Germany, 2009, pp. 1257-1260.
L. Zheng, X. He, Q. Wu, W. Jia, B. Samali, and M. Palaniswami, "A hierarchically combined classifier for license plate recognition," in Computer and Information Technology, 2008. CIT 2008. 8th IEEE International Conference on, 2008, pp. 372-377.
L.-H. Yen, Y. W. Law, and M. Palaniswami, "Risk-aware beacon scheduling for tree-based ZigBee/IEEE 802.15. 4 wireless networks," in Proceedings of the 4th Annual International Conference on Wireless Internet, 2008, p. 79.
M. Takruri, S. Rajasegarar, S. Challa, C. Leckie, and M. Palaniswami, "Online drift correction in wireless sensor networks using spatio-temporal modeling," in Information Fusion, 2008 11th International Conference on, 2008, pp. 1-8.
J. Sun, M. Zukerman, and M. Palaniswami, "An adaptive REM for improving AQM performance," in 2008 IEEE International Conference on Communications, 2008, pp. 75-79.
S. Rajasegarar, C. Leckie, and M. Palaniswami, "CESVM: Centered hyperellipsoidal support vector machine based anomaly detection," in 2008 IEEE International Conference on Communications, 2008, pp. 1610-1614.
K. Nilsen, E. Zilberg, D. Burton, A. H. Khandoker, and M. Palaniswami, "Variations in the accuracy of the ECG based detection of obstructive sleep apnoea (OSA) for different numbers of ECG leads and categories of OSA events," in 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, pp. 3492-3495.
G. R. Naik, D. K. Kumar, and M. Palaniswami, "Source identification and separation using global matrix parameters of ICA," in Computer and Information Technology Workshops, 2008. CIT Workshops 2008. IEEE 8th International Conference on, 2008, pp. 700-705.
G. R. Naik, D. K. Kumar, and M. Palaniswami, "Source identification and separation using sub-band ICA of sEMG," in TENCON 2008-2008 IEEE Region 10 Conference, 2008, pp. 1-6.
G. R. Naik, D. K. Kumar, and M. Palaniswami, "Addressing source separation and identification issues in surface EMG using blind source separation," in 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, pp. 1124-1127.
G. R. Naik, D. K. Kumar, and M. Palaniswami, "Identification of independent biological sensors-electromyogram example," in 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, pp. 1112-1115.
G. R. Naik, D. K. Kumar, and M. Palaniswami, "Multi run ICA and surface EMG based signal processing system for recognising hand gestures," in Computer and Information Technology, 2008. CIT 2008. 8th IEEE International Conference on, 2008, pp. 700-705.
D. T. Lai, E. Charry, R. Begg, and M. Palaniswami, "A prototype wireless inertial-sensing device for measuring toe clearance," in 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, pp. 4899-4902.
D. T. Lai, R. Begg, E. Charry, M. Palaniswami, and K. Hill, "Measuring toe clearance using a wireless inertial sensing device," in Intelligent Sensors, Sensor Networks and Information Processing, 2008. ISSNIP 2008. International Conference on, 2008, pp. 375-380.
D. T. Lai, R. Begg, E. Charry, and M. Palaniswami, "Frequency analysis of inertial sensor data for measuring toe clearance," in Intelligent Sensors, Sensor Networks and Information Processing, 2008. ISSNIP 2008. International Conference on, 2008, pp. 303-308.
A. H. Khandoker, C. K. Karmakar, and M. Palaniswami, "Power spectral analysis for identifying the onset and termination of obstructive sleep apnoea events in ECG recordings," in Electrical and Computer Engineering, 2008. ICECE 2008. International Conference on, 2008, pp. 96-100.
A. H. Khandoker, C. K. Karmakar, and M. Palaniswami, "Analysis of coherence between sleep EEG and ECG signals during and after obstructive sleep apnea events," in 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, pp. 3876-3879.
A. H. Khandoker, H. F. Jelinek, and M. Palaniswami, "Heart rate variability and complexity in people with diabetes associated cardiac autonomic neuropathy," in 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, pp. 4696-4699.
A. Khandoker, Y. Kimura, T. Ito, N. Sato, K. Okamura, and M. Palaniswami, "Non-invasive evaluation of opening and closing timings of the cardiac valves in the fetal cardiac cycle," in 2008 Computers in Cardiology, 2008, pp. 1061-1064.
A. Khandoker, C. Karmakar, and M. Palaniswami, "Cross power spectral density between two-lead ECG signals at the termination of obstructive sleep apnea with or without arousals," in 2008 Computers in Cardiology, 2008, pp. 689-691.
A. Khandoker, C. Karmakar, and M. Palaniswami, "Interaction between Sleep EEG and ECG Signals during and after Obstructive Sleep Apnea Events with or without Arousals," in 2008 Computers in Cardiology, 2008, pp. 685-688.
A. Khandoker, J. Gubbi, and M. Palaniswami, "Recognizing central and obstructive sleep apnea events from normal breathing events in ECG recordings," in 2008 Computers in Cardiology, 2008, pp. 681-684.
C. K. Karmakar, A. H. Khandoker, and M. Palaniswami, "Identification of onset, maximum and termination of obstructive sleep apnoea events in single lead ECG recordings," in 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, pp. 1072-1075.
A. Kanakatte, J. Gubbi, B. Srinivasan, N. Mani, T. Kron, D. Binns, et al., "Pulmonary tumor volume delineation in PET images using deformable models," in 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, pp. 3118-3121.
J. Jin, Y. W. Law, W.-H. Wang, and M. Palaniswami, "A hierarchical transport architecture for wireless sensor networks," in Intelligent Sensors, Sensor Networks and Information Processing, 2008. ISSNIP 2008. International Conference on, 2008, pp. 145-150.
X. He, L. Zheng, Q. Wu, W. Jia, B. Samali, and M. Palaniswami, "Segmentation of characters on car license plates," in Multimedia Signal Processing, 2008 IEEE 10th Workshop on, 2008, pp. 399-402.
 S. W. Ekanayake, P. N. Pathirana, B. F. Rolfe, and M. Palaniswami, "Energy efficient, fully-connected mesh networks for high speed applications," in Vehicular Technology Conference, 2008. VTC Spring 2008. IEEE, 2008, pp. 2606-2610.
T. Al-ani, C. K. Karmakar, A. H. Khandoker, and M. Palaniswami, "Automatic recognition of obstructive sleep apnoea syndrome using power spectral analysis of electrocardiogram and hidden markov models," in Intelligent Sensors, Sensor Networks and Information Processing, 2008. ISSNIP 2008. International Conference on, 2008, pp. 285-290.
J. Sun, M. Zukerman, and M. Palaniswami, "A stable adaptive PI controller for AQM," in Communications and Information Technologies, 2007. ISCIT'07. International Symposium on, 2007, pp. 707-712.
J. Sun, M. Zukerman, and M. Palaniswami, "Stabilizing RED using a fuzzy controller," in 2007 IEEE International Conference on Communications, 2007, pp. 266-271.
S. Rajasegarar, C. Leckie, M. Palaniswami, and J. C. Bezdek, "Quarter Sphere Based Distributed Anomaly Detection in Wireless Sensor Networks," in ICC, 2007, pp. 3864-3869.
S. Rajasegarar, J. C. Bezdek, C. Leckie, and M. Palaniswami, "Analysis of anomalies in IBRL data from a wireless sensor network deployment," in Sensor Technologies and Applications, 2007. SensorComm 2007. International Conference on, 2007, pp. 158-163.
J. Pakkanen, D. T. Lai, and M. Palaniswami, "A study on multidimensional scaling (MDS) algo-rithms for 3D sensor network localization," in ISSNIP/ISPRS Joint International Workshop on Distributed Geoinformatics and Sensing, 2007.
G. R. Naik, D. K. Kumar, H. Weghorn, and M. Palaniswami, "Identification of number of independent sources in surface EMG recordings using over complete ICA," in The 1st International Conference on Signal Processing and Communication Systems, ICSPCS, 2007.
G. R. Naik, D. K. Kumar, H. Weghorn, and M. Palaniswami, "Subtle hand gesture identification for hci using temporal decorrelation source separation bss of surface emg," in Digital Image Computing Techniques and Applications, 9th Biennial Conference of the Australian Pattern Recognition Society on, 2007, pp. 30-37.
G. R. Naik, D. K. Kumar, and M. Palaniswami, "Real time hand gesture identification for human computer interaction based on the ICA of surface electromyogram," in Proceedings of the HCSNet workshop on use of vision in human-computer interaction, 2007, pp. 67-72.
G. R. Naik, D. K. Kumar, S. P. Arjunan, H. Weghorn, and M. Palaniswami, "Limitations and applications of ICA in facial sEMG and hand gesture sEMG for human computer interaction," in Digital Image Computing Techniques and Applications, 9th Biennial Conference of the Australian Pattern Recognition Society on, 2007, pp. 15-22.
S. Marusic, P. Dokladal, A. Erginay, J.-C. Klein, and M. Palaniswami, "Frequency selective height-from-stereo reconstruction: Application to retinal oedemas detection," in Signal Processing Conference, 2007 15th European, 2007, pp. 2267-2271.
Y. W. Law, L.-H. Yen, R. Di Pietro, and M. Palaniswami, "Secure k-connectivity properties of wireless sensor networks," in 2007 IEEE International Conference on Mobile Adhoc and Sensor Systems, 2007, pp. 1-6.
D. T. Lai, P. Levinger, R. K. Begg, W. Gilleard, and M. Palaniswami, "Identification of patellofemoral pain syndrome using a Support Vector Machine approach," in 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007, pp. 3144-3147.
D. T. Lai, A. Khandoker, R. K. Begg, and M. Palaniswami, "A hybrid Support Vector Machine and autoregressive model for detecting gait disorders in the elderly," in 2007 International Joint Conference on Neural Networks, 2007, pp. 321-326.
A. H. Khandoker, K. Lynch, C. K. Karmakar, R. K. Begg, and M. Palaniswami, "Regulation of minimum toe clearance variability in the young and elderly during walking on sloped surfaces," in 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007, pp. 4887-4890.
A. H. Khandoker, C. K. Karmakar, R. K. Begg, and M. Palaniswami, "Wavelet-based multiscale analysis of minimum toe clearance variability in the young and elderly during walking," in 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007, pp. 1558-1561.
A. Khandoker, Y. Kimura, T. Ito, and M. Palaniswami, "Non-invasive determination of electromechanical time intervals of cardiac cycle using abdominal ECG and Doppler ultrasound signals from fetal hearts," in 2007 Computers in Cardiology, 2007, pp. 657-660.
A. Khandoker, C. Karmakar, and M. Palaniswami, "Screening obstructive sleep apnoea syndrome from electrocardiogram recordings using support vector machines," in 2007 Computers in Cardiology, 2007, pp. 485-488.
C. K. Karmakar, A. H. Khandoker, and M. Palaniswami, "Power spectral analysis of ECG signals during obstructive sleep apnoea hypopnoea epochs," in Intelligent Sensors, Sensor Networks and Information, 2007. ISSNIP 2007. 3rd International Conference on, 2007, pp. 573-576.
C. K. Karmakar, A. H. Khandoker, R. K. Begg, M. Palaniswami, and S. Taylor, "Understanding ageing effects by approximate entropy analysis of gait variability," in 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007, pp. 1965-1968.
J. Jin, W.-H. Wang, and M. Palaniswami, "Utility max-min fair flow control for heterogeneous sensor networks," in Intelligent Sensors, Sensor Networks and Information, 2007. ISSNIP 2007. 3rd International Conference on, 2007, pp. 55-60.
J. Jin, W.-H. Wang, and M. Palaniswami, "Application-oriented flow control for wireless sensor networks," in Networking and Services, 2007. ICNS. Third International Conference on, 2007, pp. 71-71.
J. Gubbi, A. Shilton, M. Palaniswami, and M. Parker, "Real value solvent accessibility prediction using adaptive support vector regression," in Computational Intelligence and Bioinformatics and Computational Biology, 2007. CIBCB'07. IEEE Symposium on, 2007, pp. 395-401.
J. Gubbi, M. Parker, and M. Palaniswami, "Solving Protein Structures Using Molecular Replacement Via Protein Fragments," in International Workshop on Fuzzy Logic and Applications, 2007, pp. 627-634.
A. Bagirov, D. T. Lai, and M. Palaniswami, "A nonsmooth optimization approach to sensor network localization," in Intelligent Sensors, Sensor Networks and Information, 2007. ISSNIP 2007. 3rd International Conference on, 2007, pp. 727-732.
M. Palaniswami, B. Sundaram, R. G. Jayavardhana, and A. Shilton, "Target localization using machine learning," in Informatics in Control, Automation and Robotics II, ed: Springer Netherlands, 2007, pp. 27-33.
S. Rajasegarar, C. Leckie, M. Palaniswami, and J. C. Bezdek, "Distributed anomaly detection in wireless sensor networks," in 2006 10th IEEE Singapore International Conference on Communication Systems, 2006, pp. 1-5.
G. R. Naik, D. K. Kumar, V. P. Singh, and M. Palaniswami, "Hand gestures for HCI using ICA of EMG," in Proceedings of the HCSNet workshop on Use of vision in human-computer interaction-Volume 56, 2006, pp. 67-72.
G. R. Naik, D. K. Kumar, S. P. Arjunan, M. Palaniswami, and R. Begg, "Limitations and applications of ICA for surface electromyogram," in Engineering in Medicine and Biology Society, 2006. EMBS'06. 28th Annual International Conference of the IEEE, 2006, pp. 5739-5742.
D. Lai, N. Mani, and M. Palaniswami, "An inexact penalty method for the semiparametric Support Vector Machine classifier," in The 2006 IEEE International Joint Conference on Neural Network Proceedings, 2006, pp. 333-338.
R. Kiran, G. K. Venayagamoorthy, and M. Palaniswami, "Density estimation using a generalized neuron," in 2006 9th International Conference on Information Fusion, 2006, pp. 1-7.
A. H. Khandoker, M. Palaniswami, and R. K. Begg, "Comparison of Approximate Entropy Measure and Poincare Plot Indexes for the Study of Gait Characteristics in the Elderly," 2006.
A. H. Khandoker, D. Lai, R. K. Begg, and M. Palaniswami, "A wavelet-based approach for screening falls risk in the elderly using support vector machines," in Intelligent Sensing and Information Processing, 2006. ICISIP 2006. Fourth International Conference on, 2006, pp. 184-189.
A. H. Khandoker, R. K. Begg, and M. Palaniswami, "Estimating Falls Risk in the Elderly: A Wavelet Based Multiscale Analysis," in 2006 International Conference on Electrical and Computer Engineering, 2006, pp. 165-168.
T. Hanselmann, D. Musicki, and M. Palaniswami, "Adaptive target tracking in slowly changing clutter," in 2006 9th International Conference on Information Fusion, 2006, pp. 1-8.
D. B. Tay and M. Palaniswami, "Hilbert pair of wavelets via the matching design technique [matched filters]," in 2005 IEEE International Symposium on Circuits and Systems, 2005, pp. 2303-2306.
B. Sundaram, M. Palaniswami, S. Reddy, and M. Sinickas, "Radar localization with multiple unmanned aerial vehicles using support vector regression," in 2005 3rd International Conference on Intelligent Sensing and Information Processing, 2005, pp. 232-237.
S. Sukuabol, D. Sood, and G. Rosengarten, "Geometric optimisation of SU-8 piezoresistive cantilever sensors for biochemical applications," in 2005 International Conference on Intelligent Sensors, Sensor Networks and Information Processing, 2005, pp. 247-252.
G. J. Rama, A. Shilton, M. M. Parker, and M. Palaniswami, "Disulphide bridge prediction using fuzzy support vector machines," in 2005 3rd International Conference on Intelligent Sensing and Information Processing, 2005, pp. 48-54.
G. J. Rama and M. Palaniswami, "Cleavage knowledge extraction in HIV-1 protease using hidden Markov model," in Proceedings of 2005 International Conference on Intelligent Sensing and Information Processing, 2005., 2005, pp. 469-473.
S. Marusic, D. B. Tay, G. Deng, and M. Palaniswami, "Even-length biorthogonal wavelets for digital watermarking," in Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005., 2005, pp. 17-20.
D. Lai, A. Shilton, N. Mani, and M. Palaniswami, "A convergence rate estimate for the SVM decomposition method," in Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005., 2005, pp. 931-936.
N. Kingsbury, D. B. Tay, and M. Palaniswami, "Multi-scale kernel methods for classification," in 2005 IEEE Workshop on Machine Learning for Signal Processing, 2005, pp. 43-48.
D. Djuwari, D. Kumar, M. Palaniswami, and H. Pota, "Limitations of ICA for artefact removal," in 27th Annual International Conference of the Engineering in Medicine and Biology Society, 2005, 2005, pp. 4685-4688.
R. Begg, D. Lai, S. Taylor, and M. Palaniswami, "SVM models in the diagnosis of balance impairments," in 2005 3rd International Conference on Intelligent Sensing and Information Processing, 2005, pp. 248-253.
R. Begg, R. Hassan, S. Taylor, and M. Palaniswami, "Artificial neural network models in the diagnosis of balance impairments," in Proceedings of 2005 International Conference on Intelligent Sensing and Information Processing, 2005., 2005, pp. 518-522.
D. B. Tay and M. Palaniswami, "Design of approximate Hilbert transform pair of wavelets with exact symmetry [filter bank design]," in Acoustics, Speech, and Signal Processing, 2004. Proceedings.(ICASSP'04). IEEE International Conference on, 2004, pp. ii-921-4 vol. 2.
D. B. Tay, S. Marusic, M. Palaniswami, and G. Deng, "Mathematical properties of the two-parameter family of 9/7 biorthogonal filters," in Circuits and Systems, 2004. ISCAS'04. Proceedings of the 2004 International Symposium on, 2004, pp. III-569-72 Vol. 3.
D. B. Tay, S. Marusic, G. Deng, and M. Palaniswami, "Wavelet theoretic properties of the family of 6/10 biorthogonal filters," in Communications and Information Technology, 2004. ISCIT 2004. IEEE International Symposium on, 2004, pp. 1051-1054.
C. C. Sekhar and M. Palaniswami, "Classification of multidimensional trajectories for acoustic modeling using support vector machines," in Intelligent Sensing and Information Processing, 2004. Proceedings of International Conference on, 2004, pp. 153-158.
D. Lai, N. Mani, and M. Palaniswami, "A new momentum minimization decomposition method for Support Vector Machines," in Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on, 2004, pp. 2001-2006.
D. Lai, N. Mani, and M. Palaniswami, "A dynamic system framework for the Decomposition Method solving Support Vector Machines," in Intelligent Sensors, Sensor Networks and Information Processing Conference, 2004. Proceedings of the 2004, 2004, pp. 283-288.
D. Lai, N. Mani, and M. Palaniswami, "An extrapolated sequential minimal optimization algorithm for support vector machines," in Intelligent Sensing and Information Processing, 2004. Proceedings of International Conference on, 2004, pp. 415-421.
D. Lai, N. Mani, and M. Palaniswami, "Effect of constraints on sub-problem selection for solving Support Vector Machines using space decomposition," in 6th international conference on Optimisation: Techniques and Applications (University of Ballarat 9 December 2004 to 11 December 2004), 2004, pp. 1-13.
R. Begg, M. Palaniswami, B. Owen, S. Taylor, and L. Dell'Oro, "MFC histogram and poincare plot images for automated gait detection," in Intelligent Sensing and Information Processing, 2004. Proceedings of International Conference on, 2004, pp. 368-372.
S. Marusic, D. B. Tay, G. Deng, and M. Palaniswami, "A study of biorthogonal wavelets in digital watermarking," in Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on, 2003, pp. II-463-6 vol. 3.
L. A. Park, M. Palaniswami, and K. Ramamohanarao, "A new implementation technique for fast spectral based document retrieval systems," in Data Mining, 2002. ICDM 2003. Proceedings. 2002 IEEE International Conference on, 2002, pp. 346-353.
L. A. Park, M. Palaniswami, and K. Ramamohanarao, "A novel web text mining method using the discrete cosine transform," in European Conference on Principles of Data Mining and Knowledge Discovery, 2002, pp. 385-397.
M. Palaniswami and A. Shilton, "Adaptive support vector machines for regression," in Neural Information Processing, 2002. ICONIP'02. Proceedings of the 9th International Conference on, 2002, pp. 1043-1049.
V. Chandrasekaran, M. Palaniswami, and T. M. Caelli, "Temporal feature extraction by sparse decomposition of range images using gated neurons," in Neural Networks, 1994. IEEE World Congress on Computational Intelligence., 1994 IEEE International Conference on, 2002, pp. 4033-4037.
S. Challa, M. Palaniswami, and A. Shilton, "Distributed data fusion using support vector machines," in Information Fusion, 2002. Proceedings of the Fifth International Conference on, 2002, pp. 881-885.
W. Wang, M. Palaniswami, and S. H. Low, "Flow control in networks with multiple paths," in ITCom 2001: International Symposium on the Convergence of IT and Communications, 2001, pp. 118-129.
L. A. Park, M. Palaniswami, and R. Kotagiri, "Internet document filtering using fourier domain scoring," in European Conference on Principles of Data Mining and Knowledge Discovery, 2001, pp. 362-373.
A. Fan and M. Palaniswami, "Stock selection using support vector machines," in Neural Networks, 2001. Proceedings. IJCNN'01. International Joint Conference on, 2001, pp. 1793-1798.
M. Brennan, M. Palaniswami, and P. Kamen, "A new model-based ectopic beat correction algorithm for heart rate variability," in Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE, 2001, pp. 567-570.
M. Brennan, M. Palaniswami, and P. Kamen, "New insights into the relationship between Poincare plot geometry and linear measures of heart rate variability," in Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE, 2001, pp. 526-529.
D. Tissainayagam and M. Palaniswami, "Implementation of channel repacking algorithms on Hopfield neural networks in cellular systems," in Neural Networks for Signal Processing X, 2000. Proceedings of the 2000 IEEE Signal Processing Society Workshop, 2000, pp. 765-774.
P. Lajbcygier, A. Flitman, and M. Palaniswami, "Hybrid option pricing with an optimal weighted implied standard deviation," in Proceedings of the twelfth international symposium in economic theory and econometrics on Commerce, complexity, and evolution: topics in economics, finance, marketing, and management: topics in economics, finance, marketing, and management, 2000, pp. 191-211.
A. Fan, "Selecting bankruptcy predictors using a support vector machine approach," in Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 6-Volume 6, 2000, p. 6354.
C. Panchapakesan, D. Ralph, and M. Palaniswami, "Locating the centers in an RBF network," in TENCON'98. 1998 IEEE Region 10 International Conference on Global Connectivity in Energy, Computer, Communication and Control, 1998, pp. 234-237.
C. Manzie, M. Palaniswami, and H. Watson, "A novel approach to fuel injection control using a radial basis function network," in Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on, 1998, pp. 986-991.
M. Brennan, M. Palaniswami, and P. Kamen, "A new cardiac nervous system model for heart rate variability analysis," in Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE, 1998, pp. 349-352.
D. Tissainayagam, D. Everitt, and M. Palaniswami, "A neural network driven solution to a channel assignment problem in wireless telephony," in Neural Networks, 1997., International Conference on, 1997, pp. 133-137.
C. K. Chak, G. Feng, and M. Palaniswami, "A fuzzy neural network based on hierarchical space partitioning," in Neural Networks, 1997., International Conference on, 1997, pp. 414-419.
C. K. Chak, G. Feng, J. Ma, and M. Palaniswami, "Universal neural network controllers," in Neural Networks, 1997., International Conference on, 1997, pp. 815-820.
S. Kumar, K. Forward, and M. Palaniswami, "A review of design aspects for neurocomputers," Australian and New Zealand Conference on Intelligent Information Systems, 1996, pp. 88-91.
S. Kumar, K. Forward, and M. Palaniswami, "Performance evaluation of a RISC neuro-processor for neural networks," in High Performance Computing, 1996. Proceedings. 3rd International Conference on, 1996, pp. 351-356.
M. Zhihongg, X. Yut, K. Eshraghian, and M. Palaniswami, "An adaptive supervisory controller for nonlinear fuzzy logic control systems," in Intelligent Information Systems, 1995. ANZIIS-95. Proceedings of the Third Australian and New Zealand Conference on, 1995, pp. 198-203.
M. Zhihong, X. Yu, K. Eshraghian, and M. Palaniswami, "A robust adaptive sliding mode tracking control using an RBF neural network for robotic manipulators," in Neural Networks, 1995. Proceedings., IEEE International Conference on, 1995, pp. 2403-2408.
M. Zhihong, H. Wu, K. Eshraghian, and M. Palaniswami, "An adaptive tracking controller using neural networks for nonlinear systems," in Neural Networks, 1995. Proceedings., IEEE International Conference on, 1995, pp. 314-319.
M. Zhihong and M. Palaniswami, "Continuous-time Model Reference Adaptive Control For SISO Time Delay Systems," in NATIONAL CONFERENCE PUBLICATION-INSTITUTION OF ENGINEERS AUSTRALIA NCP, 1995, pp. 459-463.
M. Zhihong and M. Palaniswami, "Parameter Estimation of Linear Time-Delay Systems Using Functional Approximation," in NATIONAL CONFERENCE PUBLICATION-INSTITUTION OF ENGINEERS AUSTRALIA NCP, 1995, pp. 267-271.
D. Nandagopal, M. Palaniswami, N. Martin, and T. Morgan, "Feature extraction and classification of radar targets using neural networks (Invited Paper)[2492-39]," in PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 1995, pp. 827-827.
D. Nandagopal, M. Palaniswami, N. Martin, and T. Morgan, "Feature extraction and classification of radar targets using neural networks," in SPIE's 1995 Symposium on OE/Aerospace Sensing and Dual Use Photonics, 1995, pp. 827-833.
Z. Man and M. Palaniswami, "Continuous-time Model Reference Adaptive Control for SISO Time Delay Systems," in Control 95: Meeting the Challenge of Asia Pacific Growth; Preprints, 1995, p. 459.
P. Lajbcygier, C. Boek, M. Palaniswami, and A. Flitman, "Neural network pricing of all ordinaries SPI options on futures," in 3rd Conference on Neutral Networks in the Capital Markets, 1995.
S. Kumar, K. E. Forward, and M. Palaniswami, "A fast-multiplier generator for FPGAs," in VLSI Design, 1995, pp. 53-56.
S. Kumar, K. Forward, and M. Palaniswami, "An experimental evaluation of neural network approach to circuit partitioning," in Neural Networks, 1995. Proceedings., IEEE International Conference on, 1995, pp. 569-574.
G. Feng, M. Palaniswami, Z. Han, and C. Chak, "Tracking improvement for stable robot control using neural networks," in Neural Networks, 1995. Proceedings., IEEE International Conference on, 1995, pp. 2391-2396.
V. Chandrasekaran, M. Palaniswami, and T. Caelli, "Pattern recognition by topology free spatio-temporal feature map," in Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century., IEEE International Conference on, 1995, pp. 1136-1141.
V. Chandrasekaran, Z.-Q. Liu, and M. Palaniswami, "Fuzzy gated neuronal architecture for pattern recognition," in Neural Networks, 1995. Proceedings., IEEE International Conference on, 1995, pp. 1622-1627.
C. Boek, P. Lajbcygier, M. Palaniswami, and A. Flitman, "A hybrid neural network approach to the pricing of options," in Neural Networks, 1995. Proceedings., IEEE International Conference on, 1995, pp. 813-817.
L. L. Andrew and M. Palaniswami, "A new adaptive image sequence coding scheme using Kohonen's SOFM," in Neural Networks, 1995. Proceedings., IEEE International Conference on, 1995, pp. 2071-2076.
S. Terrill, D. Everitt, and M. Palaniswami, "Neural networks for limited channel rearrangement in cellular mobile communication systems," in Neural Networks, 1994. IEEE World Congress on Computational Intelligence., 1994 IEEE International Conference on, 1994, pp. 3592-3596.
E. Skafidas, M. Palaniswami, and D. Percival, "Wavelet feature extractors and evidence neural networks for the detection of “blackholes” in backscatter ionograms," in Intelligent Information Systems, 1994. Proceedings of the 1994 Second Australian and New Zealand Conference on, 1994, pp. 42-45.
D. Nandagopal, N. Martin, R. Johnson, P. Lozo, and M. Palaniswami, "Performance of radar target recognition schemes using neural networks-a comparative study," in Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on, 1994, pp. II/641-II/644 vol. 2.
L. L. Andrew and M. Palaniswami, "A study on the effect of neighbourhood functions for noise robust vector quantisers," in Neural Networks, 1994. IEEE World Congress on Computational Intelligence., 1994 IEEE International Conference on, 1994, pp. 4159-4162.
M. Palaniswami, "Adaptive internal model for disturbance rejection and control," in IEE Proceedings D-Control Theory and Applications, 1993, pp. 51-59.
V. Chandrasekaran, M. Palaniswami, and T. M. Caelli, "Gradient computation in time delayed recurrent neural network with memory for static input-output mapping under stability constraint," in Neural Networks, 1993., IEEE International Conference on, 1993, pp. 851-856.
V. Chandrasekaran, M. Palaniswami, and T. M. Caelli, "An extended self-organizing map with gated neurons," in Neural Networks, 1993., IEEE International Conference on, 1993, pp. 1474-1479.
M. Zhihong and M. Palaniswami, "A robust tracking controller for robotic manipulators," in TENCON'92.''Technology Enabling Tomorrow: Computers, Communications and Automation towards the 21st Century.'1992 IEEE Region 10 International Conference., 1992, pp. 953-957.
M. Zhihong and M. Palaniswami, "Decentralised Three-segment Nonlinear Sliding Mode Control For Robotic Manipulators," in Emerging Technologies and Factory Automation, 1992. IEEE International Workshop on, 1992, pp. 607-612.
H. Yang and M. Palaniswami, "Convergence of self-organizing nets with high dimensional neighborhood relation," in Neural Networks, 1992. IJCNN., International Joint Conference on, 1992, pp. 347-351.
H. Yang and M. Palaniswami, "On the issue of neighborhood in self-organizing maps," in Proceedings of the 1992 ACM/SIGAPP Symposium on Applied Computing: Technological Challenges of the 1990's, 1992, pp. 412-416.
Z. Man and M. Palaniswami, "A robust tracking control scheme for robotic manipulators with uncertain dynamics," in Systems Engineering, 1992., IEEE International Conference on, 1992, pp. 127-130.
G. Feng, R. Zmood, and M. Palaniswami, "A New Adaptive Control Algorithm with Internal Model Principle for Continuous Time Systems," in Intelligent Control and Instrumentation, 1992. SICICI'92. Proceedings., Singapore International Conference on, 1992, pp. 210-213.
G. Feng, M. Palaniswami, and Y. Zhu, "Rate constrained robust adaptive control," in American Control Conference, 1992, 1992, pp. 1456-1460.
G. Feng and M. Palaniswami, "Adaptive implementation of internal model principle for continuous time systems," in IEE Proceedings D-Control Theory and Applications, 1992, pp. 167-171.
R. Dingli and M. Palaniswami, "A Fuzzy Controller For A Multi-tank System," in Emerging Technologies and Factory Automation, 1992. IEEE International Workshop on, 1992, pp. 634-638.
V. Chandrasekaran, M. Palaniswami, and T. Caelli, "An Evidence Based Object Recognition System Using Neural Networks," in Emerging Technologies and Factory Automation, 1992. IEEE International Workshop on, 1992, pp. 375-380.
S. Thacore, V. Pang, M. Palaniswami, and D. Bairaktaris, "Image data compression using a self-organizing neural network with adaptive thresholds," in Neural Networks, 1991. 1991 IEEE International Joint Conference on, 1991, pp. 646-651.
M. Palaniswami, N. Prabhakaran, S. Thacore, and W. Subbarao, "Signature Identification using Neural Networks," in TENCON'91.1991 IEEE Region 10 International Conference on EC3-Energy, Computer, Communication and Control Systems, 1991, pp. 149-152.
M. Palaniswami and G. Feng, "Digital estimation and control with a new discrete time operator," in Decision and Control, 1991., Proceedings of the 30th IEEE Conference on, 1991, pp. 1631-1632.
G. Feng, C. Zhang, and M. Palaniswami, "Adaptive pole placement control subject to input amplitude constraints," in Decision and Control, 1991., Proceedings of the 30th IEEE Conference on, 1991, pp. 2493-2498.
G. Feng, M. Palaniswami, and Y. Yao, "Adaptive tracking control of robot manipulators in Cartesian space coordinates," in American Control Conference, 1991, 1991, pp. 932-937.
G. Feng and M. Palaniswami, "Adaptive control of partially known single-link flexible manipulators," in Advanced Robotics, 1991.'Robots in Unstructured Environments', 91 ICAR., Fifth International Conference on, 1991, pp. 1784-1787.
V. Chandrasekaran, M. Palaniswami, and T. Caelli, "An object recognition system using self-organising neural networks," in Neural Networks, 1991. 1991 IEEE International Joint Conference on, 1991, pp. 2582-2587.
P. Chan, M. Palaniswami, and D. Everitt, "Dynamic channel assignment for cellular mobile radio system using feedforward neural networks," in Neural Networks, 1991. 1991 IEEE International Joint Conference on, 1991, pp. 1242-1247.
V. Pang and M. Palaniswami, "Pattern classification using a self-organizing neural network," in Computer and Communication Systems, 1990. IEEE TENCON'90., 1990 IEEE Region 10 Conference on, 1990, pp. 562-566.
M. Palaniswami, V. Pang, and G. Feng, "Some issues with the intelligent control of industrial processes," in TENCON'89. Fourth IEEE Region 10 International Conference, 1989, pp. 1021-1024.
M. Palaniswami and G. Goodwin, "Disturbance rejection in adaptive control of industrial processes," in Industrial Electronics Society, 1988. IECON'88. Proceedings., 14 Annual Conference of, 1988, pp. 290-296.
M. Palaniswami and G. Goodwin, "An adaptive implementation of the internal model principle," in 1987 American Control Conference, 1987, pp. 600-605.
C. De Souza, G. Goodwin, M. Palaniswami, and D. Mayne, "Adaptive control of linear systems with variable time delay," in 10. Triennial World Congress of the International Federation of Automatic Control., 1987, pp. 97-102.
G. Goodwin, D. Hill, and M. Palaniswami, "TOWARDS AN ADAPTIVE ROBUST CONTROLLER," in IFAC Proceedings Series, 1985.
A. Pannala, M. Palaniswami, J. Anderson, and P. Dransfield, "Computer-aided Controller Design for a Multichannel Electrohydraulic System," in Conference on Computers and Engineering 1983: Preprints of Papers, 1983, p. 108.
A. H. Khandoker, C. Karmakar, M. Brennan, M. Palaniswami, and A. Voss, "Poincaré plot methods for heart rate variability analysis," ed: Springer New York, 2013.
L. Liu, J. Jin, M. Palaniswami, M. Liu, X. Li, and Z. Huang, "Graph-Based Routing, Broadcasting and Organizing Algorithms for Ad-Hoc Networks," ed: INTECH Open Access Publisher, 2012.
D. T. H. Lai, M. Palaniswami, and R. Begg, "Healthcare Sensor Networks: Challenges Toward Practical Implementation," ed: CRC Press, 2011.
R. Begg, D. T. Lai, and M. Palaniswami, Computational intelligence in biomedical engineering: CRC Press, 2007.
R. Begg and M. Palaniswami, "Computational intelligence for movement sciences: neural networks and other emerging techniques," ed: IGI Global, 2006.
M. Palaniswami, "Computational intelligence: A dynamic system perspective," ed: IEEE, 1995.
Zhihong and M. Palaniswami, Parameter Estimation of Continuous Linear Time Invariant Systems Using Functional Approximation: Department of Electrical and Electronic Engineering, University of Melbourne, 1990.
G. Feng and M. Palaniswami, Performance Improvement in Adaptive Control with a Linear Operator: Department of Electrical and Electronic Engineering, University of Melbourne, 1989.
M. Palaniswami, T. Nguyen, and R. Oxbrow, "An efficient filter structure for edge detection," ed, 1988.
M. Palaniswami, "Robust adaptive control algorithms," ed: University of Newcastle, 1986.
J. Li, J. Jin, D. Yuan, M. Palaniswami, and K. Moessner, "A Data-centered Fog Platform for Smart Living," Internet of Things to Smart Cities: Enabling Technologies. Computer & Information Science . CRC Press, Taylor & Francis Group, pp. 357-377. ISBN 978-1-4987-7378-2, 2017.
A. H. Khandoker, C. Karmakar, M. Brennan, A. Voss, and M. Palaniswami, "Poincaré Plot in Capturing Nonlinear Temporal Dynamics of HRV," in Poincaré Plot Methods for Heart Rate Variability Analysis, ed: Springer US, 2013, pp. 47-68.
A. H. Khandoker, C. Karmakar, M. Brennan, A. Voss, and M. Palaniswami, "Quantitative Poincaré Plot," in Poincaré Plot Methods for Heart Rate Variability Analysis, ed: Springer US, 2013, pp. 13-23.
A. H. Khandoker, C. Karmakar, M. Brennan, A. Voss, and M. Palaniswami, "Poincaré Plot Interpretation of HRV Using Physiological Model," in Poincaré Plot Methods for Heart Rate Variability Analysis, ed: Springer US, 2013, pp. 25-46.
A. H. Khandoker, C. Karmakar, M. Brennan, A. Voss, and M. Palaniswami, "Segmented Poincaré Plot Analysis and Lagged Segmented Poincaré Plot Analysis," in Poincaré Plot Methods for Heart Rate Variability Analysis, ed: Springer US, 2013, pp. 93-129.
A. H. Khandoker, C. Karmakar, M. Brennan, A. Voss, and M. Palaniswami, "Heart Rate Asymmetry Analysis Using Poincaré Plot," in Poincaré Plot Methods for Heart Rate Variability Analysis, ed: Springer US, 2013, pp. 69-91.
L. Liu, X. Li, J. Jin, Z. Huang, M. Liu, and M. Palaniswami, “Graph-based routing, broadcasting and organizing algorithms for ad-hoc networks,” Wireless Ad-Hoc Networks, InTech Open, 2012.
S. Rajasegarar, C. Leckie, and M. Palaniswami, “Detecting Data Anomalies in Wireless Sensor Networks,” in R. Beyah, J.McNair, and C. Corbett, editors, Security in Ad-hoc and Sensor Networks, World Scientific Publishing, Inc., pp. 231-260, ISBN 978-981-4271-08-0, July 2009.
Y. W. Law, L.-H. Yen, R. di Pietro, and M. Palaniswami, “Secure k-Connectivity Properties of Wireless Sensor Networks,” in Zhen Jiang and Yi Pan, editors, From Problem to Solution: Wireless Sensor Networks Security, ch. 13, pp. 257-270. NOVA Science Publishers, 2009.
J. Gubbi, A. Shilton, and M. Palaniswami, “Kernel Methods for Protein Structure prediction,” in Y. Zhang and J. Rajapakse, editors, Machine Learning in Bioinformatics, Wiley, John & Sons, pp. 209-228,2009.
D. Lai, J. Pakkanen, R. K. Begg, M. Palaniswami, “Computational Intelligence and Sensor Networks for Biomedical Systems,” Encyclopaedia of Health and Information Systems, Medical Information Science Reference, Hershey, New York, pp. 261-273, ISBN: 978-1-59904-889-5, 2008.
M. Palaniswami, B. Sundaram, G.L. Jayavardhana Rama, and A. Shilton, “Target Localization using Machine Learning,” Informatics in Control, Automation and Robotics II, Part 1, pp. 27-33, Springer Verlag, 2007.
Begg RK and Palaniswami M “Recognition of gait patterns using support vector machines”, Chapter 8, In Computational Intelligence for Movement Sciences: Neural Networks and other Emerging Techniques, IGI Publishing, Hershey, Pennsylvania. Pages: 243-262, ISBN: 1-59140-836-9, 2006.
J. Gubbi, M. Palaniswami, D. Lai, M. Parker, A Study on the Effect of Using Physico-Chemical Features in Protein Secondary Structure Prediction, Applied Artificial Intelligence, pp 609-617, World Scientific, 2006.
Sundaram B, Palaniswami M, Shilton A and Begg RK “Computational intelligence techniques”, Chapter 4, In Computational Intelligence for Movement Sciences: Neural Networks and other Emerging Techniques, IGI Publishing, Hershey, Pennsylvania. Pages: 139-171, ISBN: 1-59140-836-9, 2006.
Park, L., Palaniswami, M., and Kotagiri, R.- A novel Web text mining method using the Discrete Cosine Transform, Principles of Data Mining and Knowledge Discovery, Eloma, T, Mannila, H., Toivonen, H. August 2002, No:2431 in Lecture Notes in Artificial Intelligence, pp. 385-396, 2002.
Park, L., Palaniswami, M., and Kotagiri, R. – Internet Document Filtering using Fourier Domain Scoring, in Principles of Data Mining and Knowledge Discovery, Luc De Raedt and Arno Siebes, Eds. Pages 362-372, Lecture Notes in Artificial Intelligence (No: 2168), Springer Verlag, 2001.
W. Pedrycz, A. Vasilakos, D. Tissainayagam, M. Palaniswami, and D. Everitt, "Dynamic Channel Assignment Schemes Using Neural Networks," in Computational Intelligence in Telecommunications Networks, ed: CRC Press, 2000, pp. 433-448.
Chak, C. K., Feng. G. and Palaniswami, M. - Implementation of Fuzzy Systems, Chapter in a Book on Fuzzy Logic and Expert Systems Applications, Editor: Leondes, Academic Press, ISBN: 0124438660, November, 1997.
Craig, G., Krishnamoorthy, M. and Palaniswami, M. - Comparison of Heuristic Algorithms for the Degree Constrained Minimum Spanning Tree, Chapter 6 (pp. 83-96), in the book on Meta Heuristics: Theory and Applications, edited by Ibrahim H. Osman and James P. Kelly, Kluwer Academic Publishers, 1996.
M. Palaniswami and H. P. Tan, "Welcome," 2015 International Conference on Recent Advances in Internet of Things, RIoT 2015, 2015.
M. Palaniswami and H. P. Tan, "WELCOME," 2015 IEEE 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2015, 2015.
H. P. Tan, M. Palaniswami, and V. Lumelsky, "Welcome," IEEE ISSNIP 2014 - 2014 IEEE 9th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, Conference Proceedings, 2014.
M. Palaniswami, C. Leckie, S. Kanhere, and J. Gubbi (editors), 2013 Proceedings of IEEE Eighth International Conference on Intelligent Sensors, Sensor networks and Information Processing, 2-5 Apr, 2013, IEEE Press.
D. Nandagopal, M. Palaniswami, and J. Gubbi (editors), 2011 Proceedings of Seventh International Conference on Intelligent Sensors, Sensor networks and Information Processing, 6-9 Dec, 2011, IEEE Press.
S. Marusic, M. Palaniswami, J. Gubbi, and Y. W. Law (editors), 2010 Proceedings of Sixth International Conference on Intelligent Sensors, Sensor networks and Information Processing, 7-10 Dec, 2010, IEEE Press.
M. Palaniswami, S. Marusic, J. Gubbi, Y. W. Law (editors), 2009 Proceedings of Fifth International Conference on Intelligent Sensors, Sensor networks and Information Processing, 7-10 Dec, 2009, IEEE Press.
S. Marwaha, A. Vasilakos, Q. Fu, and M. Palaniswami, "Preface of ICA'09," UIC-ATC 2009 - Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing in Conjunction with the UIC'09 and ATC'09 Conferences, 2009.
A. Bouzerdoum, M. Palaniswami, G. Dissanayake, A. Sowmya (editors), 2008 Proceedings of Fourth International Conference on Intelligent Sensors, Sensor networks and Information Processing, 15-18 Dec, 2008, IEEE Press.
M. Palaniswami, S. Marusic, Y. W. Law (editors), 2007 Proceedings of Third International Conference on Intelligent Sensors, Sensor networks and Information Processing, 3-6 Dec, 2007, IEEE Press.
R. Begg and M. Palaniswami, "Preface," Computational Intelligence for Movement Sciences: Neural Networks and Other Emerging Techniques, 2006.
M. Palaniswami and C. Chandra Sekhar, "Proceeding of 2005 International Conference on Intelligent Sensing and Information Processing: Welcome message," Proceedings - 2005 International Conference on Intelligent Sensing and Information Processing, ICISIP'05, vol. 2005, 2005.
M. Palaniswami, L. M. Patnaik, K. R. Venugopal, R. Khosla and R. Kannan (editors), 2005 Proceedings of Third International Conference on Intelligent Sensing and Information Processing, 14-17 Dec, 2005, IEEE Press.
M. Palaniswami, "Welcome message," Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04, 2004.

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