Source: https://www-users.cs.umn.edu/~baner029/publications.html
Timestamp: 2019-04-22 23:54:09+00:00

Document:
Extended version (from NIPS'16), 2017 (arxiv).
International Conference on Machine Learning (ICML), 2016.
Extended version (from ICML'16), 2016 (arxiv).
International Conference on Machine Learning (ICML), 2016 (pdf).
Extended version (from NIPS'14), 2015 (arxiv).
Knowledge and Information Systems (KAIS), 2019 (pdf).
Invited for journal publication as Best of ICDM'17.
AAAI Conference on Artificial Intelligence (AAAI), 2019 (pdf).
Advances in Neural Information Processing Systems (NeurIPS), 2018 (pdf).
Conference on Uncertainty in Artificial Intelligence (UAI), 2018 (pdf).
ACM Transactions on Knowledge Discovery from Data (TKDD), 2018 (pdf).
Computerized Medical Imaging and Graphics, 66:100-114, 2018 (pdf).
International Conference on Data Mining (ICDM), 2018 (arXiv).
SIAM International Conference on Data Mining (SDM), 2018 (pdf).
1st Deep Learning and Security Workshop, 2018.
International Conference on Artificial Intelligence and Statistics (AISTATS), 2018.
AAAI Conference on Artificial Intelligence (AAAI), 2018 (pdf).
E. E. Butler, A. Datta, et al.
Proceedings of the National Academy of Sciences (PNAS), 2017 (journal version).
Advances in Neural Information Processing Systems (NIPS), 2017.
International Conference on Data Mining (ICDM), 2017 (pdf).
International Conference on Data Mining (ICDM), 2017.
International Conference on Machine Learning (ICML), 2017 (pdf).
Journal of Machine Learning Research (JMLR), 2017 (journal version).
Extended version (from AAAI'17), 2017 (arxiv).
Journal of Climate, 2017 (journal version).
International Conference on Knowledge Discovery and Data Mining (KDD), 2016.
Extended version (from KDD'16), 2016 (arxiv).
Journal of Machine Learning Research (JMLR), 2016 (pdf) .
European Conference on Machine Learning (ECML-PKDD), 2016.
Extended version (from ECML'16), 2016 (arxiv).
SIAM International Conference on Data Mining (SDM), 2016 (pdf).
Workshop on Data Mining for Medicine and Healthcare (DMMH), SDM, 2016.
AAAI Conference on Artificial Intelligence (AAAI), 2016 (pdf).
Journal of Aerospace Information Systems (JAIS), 2016.
Advances in Neural Information Processing Systems (NIPS), 2015 (pdf).
Advances in Neural Information Processing Systems (NIPS), 2015.
Extended version (from NIPS'15), 2016 (arxiv).
Global Ecology and Biogeography (GEB), 2015 (pdf).
Computing in Science & Engineering, 2015 (pdf).
International Conference on Knowledge Discovery and Data Mining (KDD), 2015 (pdf).
Conference on Uncertainty in Artificial Intelligence (UAI), 2015 (pdf).
International Joint Conference on Artificial Intelligence (IJCAI), 2015 (pdf).
International World Wide Web Conference (WWW), 2015 (pdf).
15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2015 (pdf).
International Conference on Artificial Intelligence and Statistics (AISTATS), 2015(pdf).
K. Subbian, A. Banerjee, and S. Basu.
SIAM International Conference on Data Mining (SDM), 2015.
SIAM International Conference on Data Mining (SDM), 2015 (pdf).
Advances in Neural Information Processing Systems (NIPS), 2014 (pdf).
International Conference on Information and Knowledge Management (CIKM), 2014 (pdf).
AAAI Conference on Artificial Intelligence (AAAI), 2014 (pdf).
International Conference on Artificial Intelligence and Statistics (AISTATS), 2014 (pdf).
Computational Intelligent Data Analysis for Sustainable Development, T. Yu, N. Chawla and S. Simoff, editors, 2013 (pdf).
Advances in Neural Information Processing Systems (NIPS), 2013 (pdf).
BigMine workshop (KDD), 2013 (pdf).
Conference on Uncertainty in Artificial Intelligence (UAI), 2013 (pdf).
AAAI Conference on Artificial Intelligence (AAAI), 2013 (pdf).
SIAM International Conference on Data Mining (SDM), 2013 (pdf).
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013 (pdf).
Advances in Neural Information Processing Systems (NIPS), 2012 (pdf, longer version).
Advances in Neural Information Processing Systems (NIPS), 2012 (pdf).
A. A. Taheri, M. Tepper, A. Banerjee, and G. Sapiro.
ACM Conference on Information and Knowledge Management (CIKM), 2012 (pdf).
H. Wang and A. Banerjee.
International Conference on Machine Learning (ICML), 2012 (pdf).
H. Shan, J. Kattge, P. B. Reich, A. Banerjee, F. Schrodt, and M. Reichstein.
Department of Computer Science & Engineering, University of Minnesota, Twin Cities, 2012 (pdf).
T. Zhou, H. Shan, A. Banerjee, and G. Sapiro.
SIAM International Conference on Data Mining (SDM), 2012 (pdf).
S. Chatterjee, K. Steinhaeuser, A. Banerjee, S. Chatterjee, and A. Ganguly.
SIAM International Conference on Data Mining (SDM), 2012.
Q. Fu, A. Banerjee, S. Liess, and P. Snyder.
S. Kasiviswanathan, P. Melville, A. Banerjee, and V. Sindhwani.
ACM Conference on Information and Knowledge Management (CIKM), 2011 (pdf).
International Conference on Computer Vision (ICCV), 2011 (pdf).
H. Wang, A. Banerjee, and D. Boley.
International Conference on Knowledge Discovery and Data Mining (KDD), 2011 (pdf, longer version).
P. Das and A. Banerjee.
International Conference on Knowledge Discovery and Data Mining (KDD), 2011 (pdf).
A. Agovic, A. Banerjee, and S. Chatterjee.
International Conference on Machine Learning (ICML), 2011 (pdf).
R. Sivalingam, G. Somasundaram, A. Ragipindi, A. Banerjee, V. Morellas, N. Papanikolopoulos, and A. Truskinovsky.
Annual Meeting of the United States & Canadian Academy of Pathology (USCAP), 2011.
H. Shan and A. Banerjee.
Data Mining and Knowledge Discovery (DMKD), 23(1), 1-62, 2011.
H. Wang, H. Shan, and A. Banerjee.
Statistical Analysis and Data Mining, 4(1), 54-70, 2011.
IEEE International Conference on Data Mining (ICDM), 2010 (pdf,longer version).
N. Pathak, A. Banerjee, and J. Srivastava.
IEEE International Conference on Data Mining (ICDM), 2010 (pdf).
A related earlier Tech Report.
V. Chandola, A. Banerjee, and V. Kumar.
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2010 (to appear).
A. Agovic, H. Shan, and A. Banerjee.
Conference on Intelligent Data Understanding (CIDU), 2010 (pdf).
A. Agovic and A. Banerjee.
Conference on Uncertainty in Artificial Intelligence (UAI), 2010 (pdf).
Q. He, K. Chang, E.-P. Lim, and A. Banerjee.
K. Monsen, A. Banerjee, and P. Das.
Western Journal of Nursing Research , 36(4), 2010.
SIAM International Conference on Data Mining (SDM), 2010 (pdf).
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , 2010 (pdf).
H. Shan, A. Banerjee, and N. Oza.
IEEE International Conference on Data Mining (ICDM), (2009) (pdf).
Q. Fu and A. Banerjee.
S. Jegelka, S. Sra, and A. Banerjee.
The 20th International Conference on Algorithmic Learning Theory (ALT), (2009) (pdf).
ACM Computing Surveys, 41(3), Article 15, (2009) (pdf).
A. Agovic, A. Banerjee, A. Ganguly, and V. Protopopescu.
Intelligent Data Analysis, 13(3), 435-455, (2009).
H. Wang, H. Shan, A. Banerjee.
SIAM International Conference on Data Mining (SDM), (2009) (pdf).
A. Agovic, M. Gini, A. Banerjee.
International Conference on Autonomous Agents and Multiagent Systems (AAMAS), (2009).
K. A. Monsen, M. J. Kerr, K. Abe, K. S. Martin, and A. Banerjee.
World Academy of Nursing Science, (2009).
K. A. Monsen, A. Banerjee, V. K. Ramadoss, P. Das, and K. Savik.
Midwest Nursing Research Society Annual Meeting, (2009).
IEEE International Conference on Data Mining (ICDM), (2008) (pdf).
2nd ACM Workshop on Social Network Mining and Analysis (SNAKDD), (2008) (pdf).
N. Pathak, C. DeLong, K. Erickson, A. Banerjee.
Constrained Clustering: Advances in Algorithms, Theory, and Applications, CRC Press, (2008).
J. Wan, S. Kang, C. Tang, J. Yan, Y. Ren, J. Liu, X. Gao, A. Banerjee, L. Ellis, T. Li.
Nucleic Acids Research (NAR), (2008).
K. Hsu, A. Banerjee, J. Srivastava.
Pacific-Asian Conference on Knowledge Discovery and Data Mining (PAKDD), (2008).
Journal of Machine Learning Research (JMLR), (2007), (pdf).
A. Banerjee and H. Shan.
IEEE International Conference on Data Mining (ICDM) (2007) (pdf).
1st International Workshop on Knowledge Discovery from Sensor Data (Sensor-KDD) (2007).
SIAM International Conference on Data Mining (SDM) (2007) (pdf).
A. Banerjee, S. Basu, S. Merugu.
SIAM International Conference on Data Mining (SDM) (2007) (pdf, Longer version).
International Conference on Machine Learning (ICML) (2006) (pdf).
A. Banerjee and J. Ghosh.
Data Mining and Knowledge Discovery (2006) (pdf).
Semi-Supervised Learning MIT Press, (2006).
V. Monga, A. Banerjee and B. Evans.
IEEE Transactions on Information Forensics and Security (2006).
A. Banerjee, C. Krumpelman, S. Basu, R. Mooney and J. Ghosh.
International Conference on Knowledge Discovery and Data Mining (KDD) (2005) (ps,pdf).
A. Banerjee, S. Merugu, I. Dhillon and J. Ghosh.
Journal of Machine Learning Research (JMLR) (2005) (pdf).
A. Banerjee, I. Dhillon, J. Ghosh and S. Sra.
A. Banerjee, X. Guo and H. Wang.
IEEE Transactions on Information Theory, 51(7), 2664-2669 (2005) (pdf).
A. Banerjee and J. Langford.
International Conference on Knowledge Discovery and Data Mining (KDD) (2004) (ps).
International Conference on Knowledge Discovery and Data Mining (KDD) (2004).
A. Banerjee, I. Dhillon, J. Ghosh and S. Merugu.
International Conference on Machine Learning (ICML) (2004). (ps).
A. Banerjee, and J. Ghosh.
IEEE Transactions on Neural Networks (2004) (ps).
The Learning Workshop at Snowbird (2004).
IEEE International Symposium on Information Theory (ISIT) (2004) (pdf).
SIAM International Conference on Data Mining (SDM) (2004) (ps, pdf).
S. Basu, A. Banerjee and R. Mooney.
SIAM International Conference on Data Mining (SDM) (2004) (pdf).
A. Banerjee, and J. Ghosh. The Learning Workshop at Snowbird (2003) (ps).
International Conference on Knowledge Discovery and Data Mining (KDD) (2003) (pdf).
International Joint Conference on Neural Networks(IJCNN): Special Session on Incremental Learning (2003).
S. Basu, A. Banerjee, and R. Mooney.
Proceedings of the International Conference on Machine Learning (ICML) (2002) (ps, pdf).
Proceedings of the 2nd SIAM International Conference on Data Mining (SDM) (2002) (ps, pdf).
Proceedings of the International Joint Conference on Neural Networks (IJCNN) (2002) (ps, pdf).
Proceedings of the National Science Foundation(NSF) Workshop on Next Generation Data Mining (2002).
Proceedings of the 1st SIAM International Conference on Data Mining: Workshop on Web Mining (2001) (ps, pdf).
Proceedings of the 3rd International Conference on Information Technology, pp 145-160 (2000).
Proceedings of the National Conference on Applications of Signal Processing, India (1998).

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