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Learning cognitive embedding using signed knowledge interaction graph Journal article
Huo, Yujia, Wong, Derek F., Ni, Lionel M., Chao, Lidia S., Zhang, Jing, Zuo, Xin. Learning cognitive embedding using signed knowledge interaction graph[J]. Knowledge-Based Systems, 2021, 229, 107327.
Authors:  Huo, Yujia;  Wong, Derek F.;  Ni, Lionel M.;  Chao, Lidia S.;  Zhang, Jing; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:7.2/7.4 | Submit date：2021/12/08
Knowledge Representation  Representation Learning  Signed Interaction Graph  
HeTROPY: Explainable learning diagnostics via heterogeneous maximum-entropy and multi-spatial knowledge representation Journal article
Huo,Yujia, Wong,Derek F., Ni,Lionel M., Chao,Lidia S., Zhang,Jing. HeTROPY: Explainable learning diagnostics via heterogeneous maximum-entropy and multi-spatial knowledge representation[J]. Knowledge-Based Systems, 2020, 207, 106389.
Authors:  Huo,Yujia;  Wong,Derek F.;  Ni,Lionel M.;  Chao,Lidia S.;  Zhang,Jing
Favorite | TC[WOS]:11 TC[Scopus]:11  IF:7.2/7.4 | Submit date：2021/03/11
Causal Reasoning  Knowledge Representation  Learning Diagnostics  Relation Prediction  
Knowledge modeling via contextualized representations for LSTM-based personalized exercise recommendation Journal article
Huo,Yujia, Wong,Derek F., Ni,Lionel M., Chao,Lidia S., Zhang,Jing. Knowledge modeling via contextualized representations for LSTM-based personalized exercise recommendation[J]. INFORMATION SCIENCES, 2020, 523, 266-278.
Authors:  Huo,Yujia;  Wong,Derek F.;  Ni,Lionel M.;  Chao,Lidia S.;  Zhang,Jing
Favorite | TC[WOS]:46 TC[Scopus]:71  IF:0/0 | Submit date：2021/03/11
Context Representation  Exercise Recommendation  Knowledge Tracing  Lstm  Personalized Learning  
A Novel Scheme Based on the Diffusion to Edge Detection Journal article
He, Yuesheng, Ni, Lionel M.. A Novel Scheme Based on the Diffusion to Edge Detection[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 28(4), 1613-1624.
Authors:  He, Yuesheng;  Ni, Lionel M.
Favorite | TC[WOS]:17 TC[Scopus]:23  IF:10.8/12.1 | Submit date：2019/01/17
Image Processing  Diffusion  Edge Detection  Sobolev Space  Bessel Potential  
Towards Personalized Learning Through Class Contextual Factors-Based Exercise Recommendation Conference paper
Huo, Yujia, Xiao, Jiang, Ni, Lionel M.. Towards Personalized Learning Through Class Contextual Factors-Based Exercise Recommendation[C], 2019, 85-92.
Authors:  Huo, Yujia;  Xiao, Jiang;  Ni, Lionel M.
Favorite | TC[WOS]:9 TC[Scopus]:12 | Submit date：2022/04/15
Attribute-based Recommendation  Learning Remediation  Performance Prediction  Personalized Learning  Q-matrix  Recommender Systems  
Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit Conference paper
He, Bing, Zhang, Dian, Liu, Siyuan, Liu, Hao, Han, Dawei, Ni, Lionel M.. Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit[C], 2019, 1387-1396.
Authors:  He, Bing;  Zhang, Dian;  Liu, Siyuan;  Liu, Hao;  Han, Dawei; et al.
Favorite | TC[WOS]:9 TC[Scopus]:14 | Submit date：2022/04/15
Company Profit  Driver Behavior Profiling  Personalized Insurance Pricing  Trajectory Data Mining  
Pbe: driver behavior assessment beyond trajectory profiling Conference paper
He, Bing, Chen, Xiaolin, Zhang, Dian, Liu, Siyuan, Han, Dawei, Ni, Lionel M.. Pbe: driver behavior assessment beyond trajectory profiling[C], 2019, 507-523.
Authors:  He, Bing;  Chen, Xiaolin;  Zhang, Dian;  Liu, Siyuan;  Han, Dawei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/23
Driver Behavior Analysis  On-board Diagnostic (Obd)  
Efficient Detection of Soft Concatenation Mapping Journal article
Liu, Hao, Xiao, Jiang, Tan, Haoyu, Luo, Qiong, Zhao, Jintao, Ni, Lionel M.. Efficient Detection of Soft Concatenation Mapping[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 30(11), 2106-2119.
Authors:  Liu, Hao;  Xiao, Jiang;  Tan, Haoyu;  Luo, Qiong;  Zhao, Jintao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.9/8.8 | Submit date：2018/10/30
Big Data Management  Data Profiling  Soft Concatenation Mapping  
Scalable Online Convolutional Sparse Coding Journal article
Wang, Yaqing, Yao, Quanming, Kwok, James T., Ni, Lionel M.. Scalable Online Convolutional Sparse Coding[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 27(10), 4850-4859.
Authors:  Wang, Yaqing;  Yao, Quanming;  Kwok, James T.;  Ni, Lionel M.
Favorite | TC[WOS]:26 TC[Scopus]:33  IF:10.8/12.1 | Submit date：2018/10/30
Online Learning  Convolutional Sparse Coding  Dictionary Learning  
AntMapper: An Ant Colony-Based Map Matching Approach for Trajectory-Based Applications Journal article
Gong, Yue-Jiao, Chen, En, Zhang, Xinglin, Ni, Lionel M., Zhang, Jun. AntMapper: An Ant Colony-Based Map Matching Approach for Trajectory-Based Applications[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 19(2), 390-401.
Authors:  Gong, Yue-Jiao;  Chen, En;  Zhang, Xinglin;  Ni, Lionel M.;  Zhang, Jun
Favorite | TC[WOS]:74 TC[Scopus]:77  IF:7.9/8.3 | Submit date：2018/10/30
Ant Colony Optimization  Big Trajectory Data  Gps  Map Matching  Road Network