| 2016 | Collaborative Deep Ranking: A Hybrid Pair-Wise Recommendation Algorithm with Implicit Feedback. | Haochao Ying, Liang Chen, Yuwen Xiong, Jian Wu |
| 2016 | Social Group Based Video Recommendation Addressing the Cold-Start Problem. | Chunfeng Yang, Yipeng Zhou, Liang Chen, Xiaopeng Zhang, Dah-Ming Chiu |
| 2016 | A Precise and Robust Clustering Approach Using Homophilic Degrees of Graph Kernel. | Haolin Yang, Deli Zhao, Le-le Cao, Fuchun Sun |
| 2016 | Incremental Hierarchical Clustering of Stochastic Pattern-Based Symbolic Data. | Xin Xu, Jiaheng Lu, Wei Wang |
| 2016 | Unsupervised and Semi-supervised Dimensionality Reduction with Self-Organizing Incremental Neural Network and Graph Similarity Constraints. | Zhiyang Xiang, Zhu Xiao, Yourong Huang, Dong Wang, Bin Fu, Wenjie Chen |
| 2016 | Robust Multi-view Manifold Ranking for Image Retrieval. | Jun Wu, Jianbo Yuan, Jiebo Luo |
| 2016 | Cross-View Feature Hashing for Image Retrieval. | Wei Wu, Bin Li, Ling Chen, Chengqi Zhang |
| 2016 | A Nonlinear Label Compression and Transformation Method for Multi-label Classification Using Autoencoders. | Jrg Wicker, Andrey Tyukin, Stefan Kramer |
| 2016 | A Clustering-Based Framework for Incrementally Repairing Entity Resolution. | Qing Wang, Jingyi Gao, Peter Christen |
| 2016 | Incorporating Heterogeneous Information for Mashup Discovery with Consistent Regularization. | Yao Wan, Liang Chen, Qi Yu, Tingting Liang, Jian Wu |
| 2016 | Neural Choice by Elimination via Highway Networks. | Truyen Tran, Dinh Q. Phung, Svetha Venkatesh |
| 2016 | Attribute Selection and Classification of Prostate Cancer Gene Expression Data Using Artificial Neural Networks. | Sreenivas Sremath Tirumala, A. Narayanan |
| 2016 | Transfer-Learning Based Model for Reciprocal Recommendation. | Chia-Hsin Ting, Hung-Yi Lo, Shou-De Lin |
| 2016 | Significant Pattern Mining with Confounding Variables. | Aika Terada, David duVerle, Koji Tsuda |
| 2016 | Dynamic Grouped Mixture Models for Intermittent Multivariate Sensor Data. | Naoya Takeishi, Takehisa Yairi, Naoki Nishimura, Yuta Nakajima, Noboru Takata |
| 2016 | Fast and Semantic Measurements on Collaborative Tagging Quality. | Yuqing Sun, Haiqi Sun, Reynold Cheng |
| 2016 | Building Compact Lexicons for Cross-Domain SMT by Mining Near-Optimal Pattern Sets. | Pankaj Singh, Ashish Kulkarni, Himanshu Ojha, Vishwajeet Kumar, Ganesh Ramakrishnan |
| 2016 | OCEAN: Fast Discovery of High Utility Occupancy Itemsets. | Bilong Shen, Zhaoduo Wen, Ying Zhao, Dongliang Zhou, Weimin Zheng |
| 2016 | Computing Hierarchical Summary of the Data Streams. | Zubair Shah, Abdun Naser Mahmood, Michael Barlow |
| 2016 | Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios |
| 2016 | Clinical Decision Support for Stroke Using Multi-view Learning Based Models for NIHSS Scores. | Vaibhav Rajan, Sakyajit Bhattacharya, Ranjan Shetty, Amith Sitaram, G. Vivek |
| 2016 | Rigidly Self-Expressive Sparse Subspace Clustering. | Linbo Qiao, Bofeng Zhang, Yipin Sun, Jinshu Su |
| 2016 | Grade Prediction with Course and Student Specific Models. | Agoritsa Polyzou, George Karypis |
| 2016 | Towards Automatic Generation of Metafeatures. | Fbio Pinto, Carlos Soares, Joo Mendes-Moreira |
| 2016 | DeepCare: A Deep Dynamic Memory Model for Predictive Medicine. | Trang Pham, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh |