CÔNG BỐ KHOA HỌC NĂM 2021 - Viện Công nghệ Thông tin - Đại học Quốc gia Hà Nội

CÔNG BỐ KHOA HỌC NĂM 2021 Trang chủ / CÔNG BỐ KHOA HỌC NĂM 2021 Công trình công bố trên cơ sở dữ liệu ISI/Scopus Khanh Nam Dang, Akram Ben Ahmed, Abderazek Ben Abdallah, Xuan-Tu Tran: HotCluster: A thermal-aware defect recovery method for Through-Silicon-Vias Towards Reliable 3-D ICs systems.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol.
40 (3/2021). ISSN: 0278-0070, DOI: 10.1109/TCAD.2021. 3069370. Manh-Hiep Dao, Vincent Beroulle, Yann Kieffer, Xuan-Tu Tran: How to Develop ECC-Based Low Cost RFID Tags Robust Against Side-Channel Attacks.
Industrial Networks and Intelligent Systems, pp 433-447 (5/2021). ISBN: 978-3-030-77423-3, DOI: 10.1007/978-3-030-77424-0_35. Marco Sarmiento, Khai-Duy Nguyen, Ckristian Duran, Trong-Thuc Hoang, Ronaldo Serrano, Van-Phuc Hoang, Xuan-Tu Tran, Koichiro Ishibashi, Cong-Kha Pham: A Sub-μ W Reversed-Body-Bias 8-bit Processor on 65-nm Silicon-on-Thin-Box (SOTB) for IoT Applications.
IEEE Transactions on Circuits and Systems II: Express Briefs (Vol.
68, Issue 9) Pages: 3182 – 3186 (9/2021). ISSN: 1549-7747, DOI: 10.1109/TCSII. 2021.3090102. Dang Tuan Kiet, Binh Kieu-Do-Nguyen, Trong-Thuc Hoang, Khai-Duy Nguyen, Xuan-Tu Tran, Cong-Kha Pham: A Proposal for Enhancing Training Speed in Deep Learning Models Based on Memory Activity Survey.
IEICE Electronics Express, Vol.
18, Issue 15 (7/2021). ISSN: 1349-2543, DOI: 10.1587/elex.18.20210252. Khai-Duy Nguyen, Dang Tuan Kiet, Trong-Thuc Hoang, Nguyen Quang Nhu Quynh, Xuan-Tu Tran, Cong-Kha Pham: A trigonometric hardware acceleration in 32-bit RISC-V microcontroller with custom instruction.
IEICE Electronics Express, Vol.
18, Issue 16 (7/2021). ISSN: 1349-2543, DOI: 10.1587/elex.18.20210266. Duy P. Nguyen, Xuan-Tu Tran, Anh-Vu Pham: A wideband high dynamic range triple-stacked FET dual-shunt distributed analogue voltage controlled attenuator.
IET Microwaves, Antennas & Propagation, Vol.
15, Issue 5, pp.
474-480 (3/2021). ISSN: 1751-8725, DOI: 10.1049/mia2.12056. Xuan Tu Tran, Nam Khanh Dang, Duy Hieu Bui, Alain Merigot: Chapter 6. Low Cost Inter-prediction Architecture in H. 264/AVC Encoders with an Efficient Data Reuse Strategy.
Nova Science Publishers, 2020, Vol.40 (12/2020). ISBN: 978-1-53618-929-2 Duy-Anh Nguyen, Xuan-Tu Tran, Francesca Iacopi: A Review of Algorithms and Hardware Implementations for Spiking Neural Networks.
J. Low Power Electron.
Appl.
2021, 11(2), 23 (5/2021). ISSN: 2079-9268, DOI: 10.3390/ jlpea11020023. Nguyen Long Giang, Demetrovics Janos, Vu Duc Thi, Phan Dang Khoa: Some Properties Related to Reduct of Consistent Decision Systems.
Cybernetics and Information Technologies.
Volume 21, No 2 (7/2021). ISSN: 1311-9702, DOI: 10.2478/cait-2021-0015 Dinh Dung: Sparse-grid polynomial interpolation approximation and integration for parametric and stochastic elliptic PDEs with lognormal inputs.
ESAIM: M2AN 55 (2021), pp.
1163–1198 (4/2021). ISSN: 2822-7840, DOI: 10.1051/m2an/2021017 Dinh Dung, Van Kien Nguyen: Deep ReLU neural networks in high-dimensional approximation.
Neural Networks, Volume 142, Pages 619-635 (10/2021). DOI: 10.1016/ j.neunet.2021.07.027. Dat Thanh Nguyen, Quang Thinh Trac, Thi-Hau Nguyen, Ha-Nam Nguyen, Nir Ohad, Yudi Pawitan, Trung Nghia Vu: Circall: fast and accurate methodology for discovery of circular RNAs from paired-end RNA-sequencing data.
BMC Bioinformatics (10/2021). DOI: 10.1186/s12859 -021-04418-8. Charly Lersteau, Trung Thanh Nguyen, Tri Thanh Le, Ha Nam Nguyen, Weiming Shen: Solving the Problem of Stacking Goods: Mathematical Model, Heuristics and a Case Study in Container Stacking in Ports.
IEEE Access (Volume: 9), Page(s): 25330-25343 (1/2021). ISSN: 2169-3536, DOI: 10.1109/ACCESS.2021.3052945 Hong-Lam Le, Duc-Nhan Nguyen, Ha-Nam Nguyen: The Novel Method of Pedestrian Fall Detection Based on PSO and RF Using Accelerometer Data.
2021 International Conference on System Science and Engineering, Page(s): 111-115 (9/2021). DOI: 10.1109/ ICSSE52999.2021.9538465. Van-Tu Nguyen, Anh-Cuong Le, Ha-Nam Nguyen: A Model of Convolutional Neural Network Combined with External Knowledge to Measure the Question Similarity for Community Question Answering Systems.
International Journal of Machine Learning and Computing, Vol.11, No.3, Page(s): 194-201 (5/2021).DOI: 10.18178/ijmlc.2021.11.3.1035 Thang Truong Nguyen, Nguyen Long Giang, Dai Thanh Tran, Trung Tuan Nguyen, Huy Quang Nguyen, Anh Viet Pham, Thi Duc Vu: A Novel Filter-Wrapper Algorithm on Intuitionistic Fuzzy Set for Attribute Reduction From Decision Tables.
International Journal of Data Warehousing and Mining (IJDWM), vol.
17, issue 4, Page(s): 67-100 (6/2021). DOI: 10.4018/IJDWM.2021100104 Pham Tien Du, Nguyen Van Dat, Nguyen Ai Viet: Comparison of the contribution of the photon’s vector and scalar Kaluza-Klein partners in the neutron lifetime.
Journal of Physics: Conference Series, Volume 1932, Issue 1 (5/2021). DOI: 10.1088/1742-6596/ 1932/1/012002 Ishaani Priyadarshini, Raghvendra Kumar, Le Minh Tuan, Le Hoang Son, Hoang Viet Long, Rohit Sharma, Sakshi Rai: A new enhanced cyber security framework for medical cyber physical systems.
SICS Software-Intensive Cyber-Physical Systems (3/2021). DOI: 10.1007/s00450-021-00427-3 Nizar Rokbani, Raghvendra Kumar, Ajith Abraham, Adel M. Alimi, Hoang Viet Long, Ishaani Priyadarshini, Le Hoang Son: Bi-heuristic ant colony optimization-based approaches for traveling salesman problem.
Soft Computing volume 25, pages 3775–3794 (11/2020). DOI: 10.1007/s00500-020-05406-5. Jeyasudha, B. Geethalakshmi, Krishnan Saravanan, Raghvendra Kumar, Le Hoang Son, Hoang Viet Long:A novel Z-source boost derived hybrid converter for PV applications.
Analog Integrated Circuits & Signal Processing, 109, pp.
283 – 299 (1/2021). DOI: 10.1007/s10470-021-01800-7. Jeyasudha, B. Geethalakshmi, Krishnan Saravanan, Raghvendra Kumar, Le Hoang Son, Hoang Viet Long: Compression based clustering technique for enhancing accuracy in web scale videos.
Multimedia Tools and Applications volume 80, pages 7077–7101 (10/2020). DOI: 10.1007/s11042-020-10062-w.
Jeyasudha, B. Geethalakshmi, Krishnan Saravanan, Raghvendra Kumar, Le Hoang Son, Hoang Viet Long: An Effective Traceback Network Attack Procedure for Source Address Verification.
Wireless Personal Communications volume 118, pages 1675–1696 (2/2021). DOI: 10.1007/s11277-021-08110-1. Ganeshsree Selvachandran, Shio Gai Quek, Luong Thi Hong Lan, Le Hoang Son, Nguyen Long Giang, Weiping Ding, Mohamed Abdel-Basset, Victor Hugo C. de Albuquerque:A New Design of Mamdani Complex Fuzzy Inference System for Multi-attribute Decision Making Problems.
IEEE Transactions on Fuzzy Systems, 29 (4), pp.
716-730 (12/2020). DOI: 10.1007/s11277-021-08110-1 Asha Gnana Priya, J. Anitha, Daniela Elena Popescu, Anju Asokan, D. Jude Hemanth, Le Hoang Son: Detection and grading of diabetic retinopathy in retinal images using deep intelligent systems: A comprehensive review.
Computers, Materials and Continua 66(3), pp.
2771-2786 (12/2020). DOI: 10.32604/cmc.2021.012907 Karan Singh, D.K. Lobiyal, Rama Shankar Yadav, Bharat Bhargava, Ruay-Shiung Chang, Le Hoang Son, Anura P. Jayasumana: Special issue on privacy and authentication wireless sensor network and IoE. Recent Patents on Engineering, Volume 15, Issue 4, 2021, pp.
1-2 (7/2021). DOI: 10.2174/187221211504210608161247 Lakshmi Narayanan, R. Santhana Krishnan, Le Hoang Son, Nguyen Thanh Tung, E. Golden Julie, Y. Harold Robinson, Raghvendra Kumar, Vassilis C. Gerogiannis: Fuzzy Guided Autonomous Nursing Robot through Wireless Beacon Network.
Multimedia Tools and Applications, 2021 Jul 29, pp.
1–29 (7/2021). DOI: 10.1007/s11042-021-11264-6 Wei Hong Hong, Jia Hui Yap, Ganeshsree Selvachandran, Pham Huy Thong, Le Hoang Son: Forecasting mortality rates using hybrid Lee–Carter model, artificial neural network and random forest.
Complex & Intelligent Systems volume 7, pages 163–189 (2/2021). DOI: 10.1007/s40747-020-00185-w Jia Syuen Chai, Ganeshsree Selvachandran, Florentin Smarandache, Vassilis C. Gerogiannis, Le Hoang Son, Quang-Thinh Bui, Bay Vo: New similarity measures for single-valued neutrosophic sets with applications in pattern recognition and medical diagnosis problems.
Complex & Intelligent Systems volume 7, pages 703–723 (12/2020). DOI: 10.1007/s40747-020-00220-w.
Ahmed Aziz, Karan Singh, Walid Osamy, Ahmed M. Khder, Le Minh Tuan, Le Hoang Son, Hoang Viet Long, Dilshodjon Rakhmonov: Compressive Sensing based Routing and Data Reconstruction Scheme for IoT based WSNs.
Journal of Intelligent & Fuzzy Systems, vol.
41, no.
1, pp.
19-35 (11/2021). DOI: 10.3233/JIFS-190862. Do Ngoc Tuyen, Tran Manh Tuan, Le Hoang Son, Tran Thi Ngan, Nguyen Long Giang, Pham Huy Thong, Vu Van Hieu, Vassilis C. Gerogiannis, Dimitrios Tzimos, Andreas Kanavos: A Novel Approach Combining Particle Swarm Optimization and Deep Learning for Flash Flood Detection from Satellite Images.
Mathematics, 9(22), 2846 (11/2021). DOI: 10.3390/math9222846. Harold Robinson, T.Samraj Lawrence, E.Golden Julie, Raghvendra Kumar, Pham Huy Thong, Le Hoang Son.
Enhanced Border and Hole Detection for Energy Utilization in Wireless Sensor Networks.
Arabian Journal for Science and Engineering, pp.
1-13 (11/2021). DOI: 10.1007/s13369-021-06330-y.
Gopala Krishnan, Y.Harold Robinson, E.Golden Julie, A.M.Anusha Bamini, Raghvendra Kumar, Pham Huy Thong, Le Hoang Son: Hybrid Cache Management in Ad Hoc Networks.
Wireless Personal Communications volume 118, pages 2843–2865 (3/2021). DOI: 10.1007/s11277-021-08158-z.
Rohit Sharma, Raghvendra Kumar, Devendra Kumar Sharma, Manash Sarkar, Brojo Kishore Mishra, Vikram Puri, Ishaani Priyadarshini, Pham Huy Thong, Phuong Thao Thi Ngo, Viet-Ha Nhu: Water pollution examination through quality analysis of different rivers: a case study in India.
Environment, Development and Sustainability (8/2021). DOI: 10.1007/s10668-021-01777-3 Nguyen Kim Son, Nguyen Phuong Dong, Le Hoang Son, Alireza Khastan, Hoang Viet Long: Complete controllability for a class of fractional evolution equations with uncertainty.
Evolution Equations and Control Theory (12/2020). DOI: 10.3934/ eect.2020104 Nguyen Long Giang, Le Hoang Son, Nguyen Anh Tuan, Tran Thi Ngan, Nguyen Nhu Son, Nguyen Truong Thang: Filter-Wrapper Incremental Algorithms for Finding Reduct in Incomplete Decision Systems when Adding and Deleting an Attribute Set.
International Journal of Data Warehousing and Mining, 17(2), pp.
39-62 (8/2021). ISSN: 1548-3924, DOI: 10.4018/IJDWM.2021040103. Dinh-Lam Pham, Hyun Ahn, Kyoung-Sook Kim, Kwanghoon Pio Kim: Process-Aware Enterprise Social Network Prediction and Experiment Using LSTM Neural Network Models.
IEEE Access (Vol.9), Page(s): 57922-57940 (4/2021). ISSN: 2169-3536, DOI: 10.1109/ACCESS.2021.3071789. Kyoung-Sook Kim, Dinh-Lam Pham, Kwanghoon Pio Kim: ρ-Algorithm: A SICN-Oriented Process Mining Framework.
IEEE Access (Vol.9), Page(s): 139852-139875 (10/2021). ISSN: 2169-3536, DOI: 10.1109/ACCESS.2021.3119011. Duc-Manh Tran, Ngo-Doanh Nguyen, Duy-Hieu Bui, Xuan-Tu Tran: A Highly Digital VCO-Based ADC for IoT Applications on Skywater 130nm.
2021 8th NAFOSTED Conference on Information and Computer Science (NICS). DOI: 10.1109/NICS54270. 2021.9701515 Toan Do Nang: Message from the ICACT2021 General Chair.
23rd International Conference on Advanced Communication Technology (ICACT). DOI: 10.23919/ ICACT51234.2021. 9370626 Vu-Tuan Dang, Hong-Quan Do, Viet-Vu Vu, Byeongnam Yoon: Facial Expression Recognition: A Survey and its Applications.
23rd International Conference on Advanced Communication Technology (ICACT), pages 359-367. DOI: 10.23919/ICACT51234.2021. 9370369 Viet-Vu Vu, Byeongnam Yoon, Hong-Quan Do, Hai-Minh Nguyen, Tran-Chung Dao, Cong-Mau Tran, Doan-Vinh Tran, Thi-Nhuong Phi, Viet-Thang Vu, Tien-Dung Duong: Active constraints selection based on density peak.
24rd International Conference on Advanced Communication Technology (ICACT). Viet-Vu Vu, Byeongnam Yoon, Hong-Quan Do, Hai-Minh Nguyen, Tran-Chung Dao, Cong-Mau Tran, Doan-Vinh Tran: An emperical study for density peak clustering.
24rd International Conference on Advanced Communication Technology (ICACT). Hong-Quan Do, Thi-Ha Nguyen, Viet-Vu Vu, Thi-Mai Hoang, Hai-Minh Nguyen, T. Thuy-Duong Nguyen: Evaluation of U-Net and Its Variants in Solving Upper Gastrointestinal Endoscopy Segmentation.
15th International Conference on Advanced Computing and Applications (ACOMP), 70-77. DOI: 10.1109/ACOMP53746.2021. 00016 Viet-Vu Vu, Byeongnam Yoon, Cuong Le, Hong-Quan Do, Hai-Minh Nguyen, Chung Tran, Viet-Thang Vu, Cong-Mau Tran, Doan-Vinh Tran, Tien-Dung Duong: Active learning for density peak clustering.
24rd International Conference on Advanced Communication Technology (ICACT). Hong-Quan Do, T.H.An Nguyen, Quoc Anh Nguyen, Trung Hieu Nguyen, Viet-Vu Vu, Cuong Le: A Fast Clustering based Recommender System for Big Data.
24rd International Conference on Advanced Communication Technology (ICACT). Sergey Avdoshin, Thanh Quyen Bui Thi, Nhich Dam Van, Tien Do Nam, Mariia Gordenko, Egor Gritsenko, Vladimir Muhamadiev, Alexey Nazarov, Ngoc Diep Nguyen, Tien Loi Nguyen, Dmitry Pantiukhin, Ilya Voronkov, Thang Vu Viet, Viet-Vu Vu, Thang Vu Tat: Neural networks for rare intrusions detection in wireless networks: survey and perspectives.
24rd International Conference on Advanced Communication Technology (ICACT). Dinh-Lam Pham, Viet-Vu Vu, Kyoung-Sook Kim, K. Pio Kim: A Conceptual Architecture for Deep-learning-based Video-Objects Retrieving System.
24rd International Conference on Advanced Communication Technology (ICACT). Tran Hue, Pham Minh Chuan, Tran Manh Tuan, Le Tuan Anh, Le Hoang Son: An application of machine learning for assessment of gestational diabetes.
Proceeding of the 6th International Conference on Research in Intelligent Computing in Engineering (RICE-2021), June 3-4, 2021, Binh Duong, Vietnam.
Vassilis C. Gerogiannis, Nikolaos Kitsis, Dimitrios Tzimos, Le Hoang Son: A Novel Requirements Prioritization Approach based on 360-Degree Feedback and Group Recommendation.
Proceeding of the 2021 Asia Workshop on Software Engineering (AWSE 2021), pp.48-54, September 24-26, 2021, Xi’an, China.
DOI: 10.1145/3490700.3490709 . Dimitrios Tzimos, Vassilis Gerogiannis, Le Hoang Son: A Recommender System based on Intuitionistic Fuzzy Sets for Software Requirements Prioritization.
Proceeding of the 25th Pan-Hellenic Conference on Informatics (PCI 2021), 26-28 November 2021, Volos, Greece.
Các công bố khác Phan Dang Khoa, Janos Demetrovics, Vu Duc Thi, Pham Viet Anh: Some NP-complete problems for attribute reduction in consistent decision tables.
Serdica Journal of Computing, Bulgarian Academy of Sciences, V.14, No 1-2, pp.
27-41 (9/2021). Dinh Dung, Van Kien Nguyen, Mai Xuan Thao: On computation complexity of high-dimensional approximation by deep ReLU neural networks.
ERU scientific journal, Vol.
133, No.4, (2020), pp 8-18. DOI: 10.32523/26167182/ 2020-133-4-8-18 Le Cuong: Facial expression analysis review.
«Актуальные исследования», No.50 (77), pp.19-28 (12/2021). Nga Pham, Pham Van Tiep, Tran Thu Trang, Nguyen Duc Thien, Ha-Nam Nguyen, Gyoo Seok Choi: Applying Machine Learning Techniques for Predicting Students’ Outcomes.
The 9th International Symposium on Advanced and Applied Convergence, pp.93-96 (12/2021). Lan Dong Thi Ngoc, Ha-Nam Nguyen, Khai Phan Van, Nam Nguyen Hoai, Hoa Tran Xuan, Dung Hoang Van, Gyoo Seok Choi: Research and application of multi-regression analysis method to forecast the electricity consumption demand for Vietnam’s residential sector.
The 9th International Symposium on Advanced and Applied Convergence, pp.99-102 (12/2021). Dao Anh Phuong, Le Quang Minh: Research and recommendations for the Enterprise Architecture framework at Vietnamese Universities.
«Актуальные исследования», No.11(38), pp.
44-47 (3/2021). Pham-Khoi Dong, Hung K Nguyen, Fawnizu Hussin, Xuan-Tu Tran: Ultra-High-Throughput Multi-Core AES Encryption Hardware Architecture.
VNU Journal of Science: Computer Science and Communication Engineering, Volume 37, Issue 2 (11/2021). ISSN: 0866-8612, DOI: 10.25073/2588-1086/vnucsce.290. Dinh Dung, Van Kien Nguyen, Mai Xuan Thao: Computation complexity of deep ReLU neural networks in high-dimensional approximation.
Journal of Computer Science and Cybernetics, vol.
37, no.3, pp.
292-320 (9/2021). ISSN: 1813-9663, DOI: 10.15625/1813-9663/37/3/15902. Vu-Tuan Dang, Viet-Vu Vu, Hong-Quan Do, Thi Kieu Oanh Le: Graph Based Clustering With Constraints And Active Learning.
Journal of Computer Science and Cybernetics, vol.
37, no.
1, pp.71-89 (3/2021). ISSN: 1813-9663, DOI: 10.15625/1813-9663/ 37/1/15773. Minh N.H., Moldovyan D.N.Moldovyan N.A, Kostina A.A,Minh L.Q., Huong L.H, Giang N.L:Post-quantum blind signature protocol on non-commutative algebras.
Journal of Computer Science and Cybernetics, vol.
37, no.
4, pp.
495-509 (8/2021). ISSN: 1813-9663. DOI: 10.15625/1813-9663/37/4/16023. Vũ Đức Thi: Về vấn đề tìm tất cả các rút gọn trong bảng quyết định không đầy đủ.
Hội thảo quốc gia về nghiên cứu cơ bản và ứng dụng CNTT FAIR 2021. Lê Quang Minh, Lê Trang Linh: Tối ưu hóa hệ đa chuyên gia nhị phân để nâng cao xác suất phát hiện tấn công.
Hội thảo quốc gia về nghiên cứu cơ bản và ứng dụng CNTT FAIR 2021. Nguyễn Minh Phúc, Nguyễn Ái Việt, Trần Quý Nam: Enhanced security and performance of the smart traffic management system Vnsmaps by using mobile agent and mapreduce.
Hội thảo quốc gia về nghiên cứu cơ bản và ứng dụng CNTT FAIR 2021. Hong-Lam Le, Duc-Nhan Nguyen, Ha-Nam Nguyen: Nâng cao hiệu suất phát hiện té ngã của người đi bộ bằng tập tính năng đề xuất cho dữ liệu thu từ gia tốc kế.
Kỷ yếu Hội thảo Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông (@), trang 331 – 336. Trần Thị Huệ, Võ Trương Như Ngọc, Trần Mạnh Tuấn, Lê Hoàng Sơn, Cù Nguyên Giáp, Lê Công Thiện: Nghiên cứu hiệu quả mô hình SVM trong phân tích cảm xúc, đánh giá mức độ Stress từ chuỗi ảnh.
Kỷ yếu Hội thảo Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông (@), trang 343 – 349. Phạm Huy Thông, Trần Thị Ngân, Phùng Thế Huân, Nguyễn Hải Minh,Nguyễn Long Giang, Phạm Quang Nam: Phát hiện tàu biển từ ảnh vệ tinh dựa trên phương pháp phân cụm bán giám sát mờ an toàn.
Kỷ yếu Hội thảo Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông (@), trang 413 – 419. Triệu Thu Hương, Nguyễn Long Giang, Lương Thị Hồng Lan, Phạm Huy Thông, Lê Trường Giang, Nguyễn Thị Mỹ Bình: Về một mô hình học chuyển giao trên hệ suy diễn mờ phức.
Kỷ yếu Hội thảo Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông (@), trang 616 – 621.