Department of Computer Science and Engineering

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#	Title	Journal	Year	Citations
1	WCA: A Weighted Clustering Algorithm for Mobile Ad Hoc Networks	Cluster Computing	2002	989
2	Convex and Semi-Nonnegative Matrix Factorizations	IEEE Transactions on Pattern Analysis and Machine Intelligence	2010	951
3	A Survey on Contrastive Self-Supervised Learning	Technologies	2021	548
4	How smart are our environments? An updated look at the state of the art	Pervasive and Mobile Computing	2007	509
5	Coverage and connectivity issues in wireless sensor networks: A survey	Pervasive and Mobile Computing	2008	426
6	Community discovery using nonnegative matrix factorization	Data Mining and Knowledge Discovery	2011	348
7	A survey on sensor localization	Journal of Control Theory and Applications	2010	254
8	IPOG/IPOG‐D: efficient test generation for multi‐way combinatorial testing	Software Testing Verification and Reliability	2008	213
9	Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks	Medical Image Analysis	2020	202
10	A Comprehensive Study of the Past, Present, and Future of Data Deduplication	Proceedings of the IEEE	2016	200
11	Background Subtraction Based on Low-Rank and Structured Sparse Decomposition	IEEE Transactions on Image Processing	2015	190
12	Sparse representation of whole-brain fMRI signals for identification of functional networks	Medical Image Analysis	2015	181
13	Middleware for Wireless Sensor Networks: A Survey	Journal of Computer Science and Technology	2008	174
14	LeZi-Update: An Information-Theoretic Framework for Personal Mobility Tracking in PCS Networks	Wireless Networks	2002	162
15	Centralized and Clustered k-Coverage Protocols for Wireless Sensor Networks	IEEE Transactions on Computers	2012	160
16	Learning Multiscale Active Facial Patches for Expression Analysis	IEEE Transactions on Cybernetics	2015	154
17	A Survey of Robots in Healthcare	Technologies	2021	152
18	Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort	Bioinformatics	2012	149
19	Protecting Location Privacy in Sensor Networks against a Global Eavesdropper	IEEE Transactions on Mobile Computing	2012	147
20	Mutual information-based image registration for remote sensing data	International Journal of Remote Sensing	2003	140
21	Mutual information-based CT-MR brain image registration using generalized partial volume joint histogram estimation	IEEE Transactions on Medical Imaging	2003	139
22	Reactive grasping using optical proximity sensors		2009	128
23	Imaging for concealed weapon detection: a tutorial overview of development in imaging sensors and processing	IEEE Signal Processing Magazine	2005	127
24	Feature Selection via Global Redundancy Minimization	IEEE Transactions on Knowledge and Data Engineering	2015	126
25	On Coverage Problems of Directional Sensor Networks	Lecture Notes in Computer Science	2005	123
26	SIRF: Simultaneous Satellite Image Registration and Fusion in a Unified Framework	IEEE Transactions on Image Processing	2015	123
27	Deep convolutional neural network for survival analysis with pathological images		2016	121
28	A Review of Extended Reality (XR) Technologies for Manufacturing Training	Technologies	2020	115
29	Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning	Bioinformatics	2012	114
30	Joint Schatten $$p$$ p -norm and $$\ell _p$$ ℓ p -norm robust matrix completion for missing value recovery	Knowledge and Information Systems	2015	114
31	Generalized Uncorrelated Regression with Adaptive Graph for Unsupervised Feature Selection	IEEE Transactions on Neural Networks and Learning Systems	2019	112
32	Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation	IEEE Transactions on Image Processing	2016	107
33	On the Energy Hole Problem of Nonuniform Node Distribution in Wireless Sensor Networks		2006	106
34	Necessary and Sufficient Condition for Stability of Switched Uncertain Linear Systems Under Dwell-Time Constraint	IEEE Transactions on Automatic Control	2016	105
35	Active Target Tracking and Cooperative Localization for Teams of Aerial Vehicles	IEEE Transactions on Control Systems Technology	2013	102
36	Adaptive Data Fusion for Energy Efficient Routing in Wireless Sensor Networks	IEEE Transactions on Computers	2006	98
37	Structure and chance	Communications of the ACM	1995	96
38	Structured sparse canonical correlation analysis for brain imaging genetics: an improved GraphNet method	Bioinformatics	2016	96
39	Smart-Log: A Deep-Learning Based Automated Nutrition Monitoring System in the IoT	IEEE Transactions on Consumer Electronics	2018	96
40	Middleware for pervasive computing: A survey	Pervasive and Mobile Computing	2013	92
41	The human motion database: A cognitive and parametric sampling of human motion	Image and Vision Computing	2012	91
42	An Integrated Technique for Task Matching and Scheduling onto Distributed Heterogeneous Computing Systems	Journal of Parallel and Distributed Computing	2002	87
43	Secure data aggregation in wireless sensor networks: A watermark based authentication supportive approach	Pervasive and Mobile Computing	2008	86
44	scBERT as a large-scale pretrained deep language model for cell type annotation of single-cell RNA-seq data	Nature Machine Intelligence	2022	85
45	On regression testing of object-oriented programs	Journal of Systems and Software	1996	84
46	A selective location update strategy for PCS users	Wireless Networks	1999	84
47	Lessons from an Adaptive Home		2005	83
48	Analysis of SIP-based mobility management in 4G wireless networks	Computer Communications	2004	82
49	Querying Knowledge Graphs by Example Entity Tuples	IEEE Transactions on Knowledge and Data Engineering	2015	81
50	Semantics-Based Obfuscation-Resilient Binary Code Similarity Comparison with Applications to Software and Algorithm Plagiarism Detection	IEEE Transactions on Software Engineering	2017	77

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