Department of Computer Science and Engineering

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#	Title	Journal	Year	Citations
1	Robust Recovery of Subspace Structures by Low-Rank Representation	IEEE Transactions on Pattern Analysis and Machine Intelligence	2013	2,694
2	Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks	IEEE Transactions on Autonomous Mental Development	2015	1,202
3	Emotional state classification from EEG data using machine learning approach	Neurocomputing	2014	559
4	A multi-objective ant colony system algorithm for virtual machine placement in cloud computing	Journal of Computer and System Sciences	2013	546
5	Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination	IEEE Transactions on Pattern Analysis and Machine Intelligence	2015	495
6	Image Matching from Handcrafted to Deep Features: A Survey	International Journal of Computer Vision	2021	488
7	Learning Texture Transformer Network for Image Super-Resolution		2020	486
8	Identifying Stable Patterns over Time for Emotion Recognition from EEG	IEEE Transactions on Affective Computing	2019	477
9	SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects		2019	467
10	EmotionMeter: A Multimodal Framework for Recognizing Human Emotions	IEEE Transactions on Cybernetics	2019	452
11	Internet of vehicles in big data era	IEEE/CAA Journal of Automatica Sinica	2018	440
12	Security and privacy for storage and computation in cloud computing	Information Sciences	2014	405
13	Millimeter Wave Communication: A Comprehensive Survey	IEEE Communications Surveys and Tutorials	2018	356
14	Chaotic attractors in delayed neural networks	Physics Letters, Section A: General, Atomic and Solid State Physics	2002	333
15	TRAC: Truthful auction for location-aware collaborative sensing in mobile crowdsourcing		2014	301
16	Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent	IEEE Transactions on Image Processing	2011	289
17	R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object	Proceedings of the AAAI Conference on Artificial Intelligence	2021	278
18	Online Nonnegative Matrix Factorization With Robust Stochastic Approximation	IEEE Transactions on Neural Networks and Learning Systems	2012	238
19	Arbitrary-Oriented Object Detection with Circular Smooth Label	Lecture Notes in Computer Science	2020	236
20	<italic>CDC</italic>: Compressive Data Collection for Wireless Sensor Networks	IEEE Transactions on Parallel and Distributed Systems	2015	227
21	Understanding adversarial attacks on deep learning based medical image analysis systems	Pattern Recognition	2021	214
22	EEG-based emotion classification using deep belief networks		2014	207
23	A multimodal approach to estimating vigilance using EEG and forehead EOG	Journal of Neural Engineering	2017	207
24	Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method	IEEE Transactions on Pattern Analysis and Machine Intelligence	2013	203
25	Hierarchical attribute-based encryption and scalable user revocation for sharing data in cloud servers	Computers and Security	2011	197
26	A Comprehensive Survey of Blockchain: From Theory to IoT Applications and Beyond	IEEE Internet of Things Journal	2019	197
27	Influence analysis in social networks: A survey	Journal of Network and Computer Applications	2018	196
28	Construction site accident analysis using text mining and natural language processing techniques	Automation in Construction	2019	195
29	Federated Learning for Vehicular Internet of Things: Recent Advances and Open Issues	IEEE Open Journal of the Computer Society	2020	190
30	Helper Data Algorithms for PUF-Based Key Generation: Overview and Analysis	IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems	2015	189
31	A Survey on Trajectory Data Mining: Techniques and Applications	IEEE Access	2016	188
32	A deep learning system for detecting diabetic retinopathy across the disease spectrum	Nature Communications	2021	188
33	Making Big Data Open in Edges: A Resource-Efficient Blockchain-Based Approach	IEEE Transactions on Parallel and Distributed Systems	2019	187
34	Computer-Assisted Decision Support System in Pulmonary Cancer detection and stage classification on CT images	Journal of Biomedical Informatics	2018	186
35	EEG-based vigilance estimation using extreme learning machines	Neurocomputing	2013	166
36	Non-Negative Patch Alignment Framework	IEEE Transactions on Neural Networks	2011	165
37	Exploiting dynamic spatio-temporal graph convolutional neural networks for citywide traffic flows prediction	Neural Networks	2022	158
38	A Compressive Sensing Approach to Urban Traffic Estimation with Probe Vehicles	IEEE Transactions on Mobile Computing	2013	156
39	Discriminative graph regularized extreme learning machine and its application to face recognition	Neurocomputing	2015	156
40	White-Box Traceable Ciphertext-Policy Attribute-Based Encryption Supporting Flexible Attributes	IEEE Transactions on Information Forensics and Security	2015	154
41	Privacy Leakage of Location Sharing in Mobile Social Networks: Attacks and Defense	IEEE Transactions on Dependable and Secure Computing	2018	154
42	Performance Evaluation of Vehicle-Based Mobile Sensor Networks for Traffic Monitoring	IEEE Transactions on Vehicular Technology	2009	153
43	Proxy re-encryption with keyword search	Information Sciences	2010	145
44	A Powerful Approach to Estimating Annotation-Stratified Genetic Covariance via GWAS Summary Statistics	American Journal of Human Genetics	2017	141
45	Insight of the protection for data security under selective opening attacks	Information Sciences	2017	140
46	Generalizing Face Forgery Detection with High-frequency Features		2021	139
47	Digital image splicing detection based on approximate run length	Pattern Recognition Letters	2011	137
48	Toward Secure Multikeyword Top-k Retrieval over Encrypted Cloud Data	IEEE Transactions on Dependable and Secure Computing	2013	135
49	Transfer Learning for EEG-Based Brain–Computer Interfaces: A Review of Progress Made Since 2016	IEEE Transactions on Cognitive and Developmental Systems	2022	133
50	A data aggregation based approach to exploit dynamic spatio-temporal correlations for citywide crowd flows prediction in fog computing	Multimedia Tools and Applications	2021	130

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