National Engineering Research Center for E-Learning

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#	Title	Journal	Year	Citations
1	A Comparison of Land Surface Water Mapping Using the Normalized Difference Water Index from TM, ETM+ and ALI	Remote Sensing	2013	308
2	A content-based recommendation algorithm for learning resources	Multimedia Systems	2018	186
3	Analysis of Landsat-8 OLI imagery for land surface water mapping	Remote Sensing Letters	2014	157
4	Deep Matrix Factorization With Implicit Feedback Embedding for Recommendation System	IEEE Transactions on Industrial Informatics	2019	156
5	MFDNet: Collaborative Poses Perception and Matrix Fisher Distribution for Head Pose Estimation	IEEE Transactions on Multimedia	2022	137
6	Learning Knowledge Graph Embedding With Heterogeneous Relation Attention Networks	IEEE Transactions on Neural Networks and Learning Systems	2022	134
7	ARHPE: Asymmetric Relation-Aware Representation Learning for Head Pose Estimation in Industrial Human–Computer Interaction	IEEE Transactions on Industrial Informatics	2022	123
8	Flexible FTIR Spectral Imaging Enhancement for Industrial Robot Infrared Vision Sensing	IEEE Transactions on Industrial Informatics	2020	121
9	EDMF: Efficient Deep Matrix Factorization With Review Feature Learning for Industrial Recommender System	IEEE Transactions on Industrial Informatics	2022	121
10	Anisotropic angle distribution learning for head pose estimation and attention understanding in human-computer interaction	Neurocomputing	2021	113
11	Efficient Blind Signal Reconstruction With Wavelet Transforms Regularization for Educational Robot Infrared Vision Sensing	IEEE/ASME Transactions on Mechatronics	2019	98
12	Examining the key influencing factors on college students’ higher-order thinking skills in the smart classroom environment	International Journal of Educational Technology in Higher Education	2021	98
13	NGDNet: Nonuniform Gaussian-label distribution learning for infrared head pose estimation and on-task behavior understanding in the classroom	Neurocomputing	2021	89
14	EHPE: Skeleton Cues-based Gaussian Coordinate Encoding for Efficient Human Pose Estimation	IEEE Transactions on Multimedia	2024	72
15	Multi-Scale Dynamic Convolutional Network for Knowledge Graph Embedding	IEEE Transactions on Knowledge and Data Engineering	2022	68
16	Exploring the role of online EFL learners’ perceived social support in their learning engagement: a structural equation model	Interactive Learning Environments	2023	62
17	Multiple Attention Network for Facial Expression Recognition	IEEE Access	2020	62
18	Identifying key factors affecting college students’ adoption of the e-learning system in mandatory blended learning environments	Interactive Learning Environments	2022	59
19	Data-driven Online Learning Engagement Detection via Facial Expression and Mouse Behavior Recognition Technology	Journal of Educational Computing Research	2020	54
20	Student Engagement in Online Learning: A Review		2017	53
21	Facial expression recognition boosted by soft label with a diverse ensemble	Pattern Recognition Letters	2019	52
22	A pilot study on evaluating children with autism spectrum disorder using computer games	Computers in Human Behavior	2019	48
23	Using Game-Based Learning to Support Learning Science: A Study with Middle School Students	Asia-Pacific Education Researcher	2021	47
24	Multi-order blind deconvolution algorithm with adaptive Tikhonov regularization for infrared spectroscopic data	Infrared Physics and Technology	2015	45
25	3D Convolutional Neural Networks for Dynamic Sign Language Recognition	Computer Journal	2018	45
26	Temporal emotion-aspect modeling for discovering what students are concerned about in online course forums	Interactive Learning Environments	2019	45
27	Student dropout prediction in massive open online courses by convolutional neural networks	Soft Computing	2019	45
28	Facial expression recognition method with multi-label distribution learning for non-verbal behavior understanding in the classroom	Infrared Physics and Technology	2021	45
29	A systematic meta-Review and analysis of learning analytics research	Behaviour and Information Technology	2021	45
30	Infrared head pose estimation with multi-scales feature fusion on the IRHP database for human attention recognition	Neurocomputing	2020	42
31	Infrared facial expression recognition via Gaussian-based label distribution learning in the dark illumination environment for human emotion detection	Neurocomputing	2020	42
32	Selfie-Posting and Young Adult Women’s Restrained Eating: The Role of Commentary on Appearance and Self-Objectification	Sex Roles	2020	37
33	Sentiment recognition of online course reviews using multi-swarm optimization-based selected features	Neurocomputing	2016	35
34	Fast Blind Instrument Function Estimation Method for Industrial Infrared Spectrometers	IEEE Transactions on Industrial Informatics	2018	35
35	Interest-driven creator theory: towards a theory of learning design for Asia in the twenty-first century	Journal of Computers in Education	2018	34
36	Intelligent Reflecting Surface-Enhanced Target Detection in MIMO Radar		2021	34
37	An Integrated Framework With Feature Selection for Dropout Prediction in Massive Open Online Courses	IEEE Access	2018	33
38	Improving Predictive Modeling for At-Risk Student Identification: A Multistage Approach	IEEE Transactions on Learning Technologies	2019	33
39	Human hand gesture recognition with convolutional neural networks for K-12 double-teachers instruction mode classroom	Infrared Physics and Technology	2020	33
40	Towards Improving Social Communication Skills With Multimodal Sensory Information	IEEE Transactions on Industrial Informatics	2014	31
41	Automatic Recommendation Technology for Learning Resources with Convolutional Neural Network		2016	31
42	Temporally aligned pooling representation for video-based person re-identification		2016	30
43	Iterated Tabu Search and Variable Neighborhood Descent for packing unequal circles into a circular container	European Journal of Operational Research	2016	30
44	Fine-grained Engagement Recognition in Online Learning Environment		2019	30
45	Unfolding online learning behavioral patterns and their temporal changes of college students in SPOCs	Interactive Learning Environments	2017	29
46	DBNCF: Personalized Courses Recommendation System Based on DBN in MOOC Environment		2017	29
47	Blind spectrum reconstruction algorithm withL0-sparse representation	Measurement Science and Technology	2015	28
48	KDE based outlier detection on distributed data streams in multimedia network	Multimedia Tools and Applications	2017	28
49	Relationship between ICT supporting conditions and ICT application in Chinese urban and rural basic education	Asia Pacific Education Review	2019	27
50	Using Convolutional Neural Network to Recognize Learning Images for Early Warning of At-Risk Students	IEEE Transactions on Learning Technologies	2020	27

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