| 2017 | Beyond Assortativity: Proclivity Index for Attributed Networks (ProNe). | Reihaneh Rabbany, Dhivya Eswaran, Artur W. Dubrawski, Christos Faloutsos |
| 2017 | A Targeted Retraining Scheme of Unsupervised Word Embeddings for Specific Supervised Tasks. | Pengda Qin, Weiran Xu, Jun Guo |
| 2017 | Topic Modeling over Short Texts by Incorporating Word Embeddings. | Jipeng Qiang, Ping Chen, Tong Wang, Xindong Wu |
| 2017 | Partial Tree-Edit Distance: A Solution to the Default Class Problem in Pattern-Based Tree Classification. | Maciej Piernik, Tadeusz Morzy |
| 2017 | mHUIMiner: A Fast High Utility Itemset Mining Algorithm for Sparse Datasets. | Alex Yuxuan Peng, Yun Sing Koh, Patricia Riddle |
| 2017 | Deep Network Regularization via Bayesian Inference of Synaptic Connectivity. | Harris Partaourides, Sotirios P. Chatzis |
| 2017 | Integer Linear Programming for Pattern Set Mining; with an Application to Tiling. | Abdelkader Ouali, Albrecht Zimmermann, Samir Loudni, Yahia Lebbah, Bruno Crmilleux, Patrice Boizumault, Lakhdar Loukil |
| 2017 | Exploring Check-in Data to Infer Social Ties in Location Based Social Networks. | Gunarto Sindoro Njoo, Min-Chia Kao, Kuo-Wei Hsu, Wen-Chih Peng |
| 2017 | Improved CFDP Algorithms Based on Shared Nearest Neighbors and Transitive Closure. | Li Ni, Wenjian Luo, Chenyang Bu, Yamin Hu |
| 2017 | Efficient Bi-level Variable Selection and Application to Estimation of Multiple Covariance Matrices. | Phan Duy Nhat, Hoai An Le Thi, Tao Pham Dinh |
| 2017 | Personalized Deep Learning for Tag Recommendation. | Hanh T. H. Nguyen, Martin Wistuba, Josif Grabocka, Lucas Rgo Drumond, Lars Schmidt-Thieme |
| 2017 | Stable Bayesian Optimization. | Thanh Dai Nguyen, Sunil Gupta, Santu Rana, Svetha Venkatesh |
| 2017 | Scalable Twitter User Clustering Approach Boosted by Personalized PageRank. | Anup Naik, Hideyuki Maeda, Vibhor Kanojia, Sumio Fujita |
| 2017 | Fine-Grained Emotion Detection in Contact Center Chat Utterances. | Shreshtha Mundra, Anirban Sen, Manjira Sinha, Sandya Mannarswamy, Sandipan Dandapat, Shourya Roy |
| 2017 | Fairness Aware Recommendations on Behance. | Natwar Modani, Deepali Jain, Ujjawal Soni, Gaurav Kumar Gupta, Palak Agarwal |
| 2017 | Parallel Visual Assessment of Cluster Tendency on GPU. | Tao Meng, Bo Yuan |
| 2017 | Estimating Word Probabilities with Neural Networks in Latent Dirichlet Allocation. | Tomonari Masada |
| 2017 | A Novel Diversity Measure for Understanding Movie Ranks in Movie Collaboration Networks. | Manqing Ma, Wei Pang, Lan Huang, Zhe Wang |
| 2017 | A Performance Evaluation Model for Taxi Cruising Path Recommendation System. | Huimin Lv, Fang Fang, Yishi Zhao, Yuanyuan Liu, Zhongwen Luo |
| 2017 | Mining Competitive Pairs Hidden in Co-location Patterns from Dynamic Spatial Databases. | Junli Lu, Lizhen Wang, Yuan Fang, Momo Li |
| 2017 | Secured Privacy Preserving Data Aggregation with Semi-honest Servers. | Zhigang Lu, Hong Shen |
| 2017 | A P-LSTM Neural Network for Sentiment Classification. | Chi Lu, Heyan Huang, Ping Jian, Dan Wang, Yi-Di Guo |
| 2017 | Self-adaptive Weighted Extreme Learning Machine for Imbalanced Classification Problems. | Hao Long, Yu-Lin He, Joshua Zhexue Huang, Qiang Wang |
| 2017 | A Neural Joint Model for Extracting Bacteria and Their Locations. | Fei Li, Meishan Zhang, Guohong Fu, Dong-Hong Ji |
| 2017 | Personalized Ranking Recommendation via Integrating Multiple Feedbacks. | Jian Liu, Chuan Shi, Binbin Hu, Shenghua Liu, Philip S. Yu |