| 2017 | An Experimental Evaluation of Prior Polarities in Sentiment Lexicons. | Ali Bugra Kanburoglu, Ercan Solak |
| 2017 | Efficiently Discovering Locally Exceptional Yet Globally Representative Subgroups. | Janis Kalofolias, Mario Boley, Jilles Vreeken |
| 2017 | Exploratory Analysis of Graph Data by Leveraging Domain Knowledge. | Di Jin, Danai Koutra |
| 2017 | Robust Projective Dictionary Learning by Joint Label Embedding and Classification. | Weiming Jiang, Zhao Zhang, Jie Qin, Mingbo Zhao, Fanzhang Li, Shuicheng Yan |
| 2017 | Statistical Link Label Modeling for Sign Prediction: Smoothing Sparsity by Joining Local and Global Information. | Amin Javari, Hongxiang Qiu, Elham Barzegaran, Mahdi Jalili, Kevin Chen-Chuan Chang |
| 2017 | Feature Selection in Learning Using Privileged Information. | Rauf Izmailov, Blerta Lindqvist, Peter Lin |
| 2017 | Development of an Interpretable Neural Network Model for Creation of Polarity Concept Dictionaries. | Tomoki Ito, Hiroki Sakaji, Kiyoshi Izumi, Kota Tsubouchi, Tatsuo Yamashita |
| 2017 | RESTRAC: REference Sequence Based Space TRAnsformation for Clustering. | A. K. M. Tauhidul Islam, Sakti Pramanik, Vahid Mirjalili, Shamik Sural |
| 2017 | Anomaly Detection for a Water Treatment System Using Unsupervised Machine Learning. | Jun Inoue, Yoriyuki Yamagata, Yuqi Chen, Christopher M. Poskitt, Jun Sun |
| 2017 | Development and Use of an Activity Model Based on Structured Knowledge: A Music Teaching Support System. | Nami Iino, Satoshi Nishimura, Ken Fukuda, Kentaro Watanabe, Kristiina Jokinen, Takuichi Nishimura |
| 2017 | Multi-task Multi-modal Models for Collective Anomaly Detection. | Tsuyoshi Id, Dzung T. Phan, Jayant Kalagnanam |
| 2017 | Deep Learning for Pulmonary Nodule CT Image Retrieval - An Online Assistance System for Novice Radiologists. | Daniel Prez Ibaez, Jiang Li, Yuzhong Shen, Joan Dayanghirang, Shengli Wang, Zezhong Zheng |
| 2017 | Data-Driven Utilization-Aware Trip Advisor for Bike-Sharing Systems. | Ji Hu, Zidong Yang, Yuanchao Shu, Peng Cheng, Jiming Chen |
| 2017 | Anomalous User Activity Detection in Enterprise Multi-source Logs. | Qiaona Hu, Baoming Tang, Derek Lin |
| 2017 | Survival Random Forest to Predict Time to Fill. | Summer M. Husband, Jason Roberts |
| 2017 | Sub-Gibbs Sampling: A New Strategy for Inferring LDA. | Chuan Hu, Huiping Cao, Qixu Gong |
| 2017 | Analyzing Users' Sentiment Towards Popular Consumer Industries and Brands on Twitter. | Guoning Hu, Preeti Bhargava, Saul Fuhrmann, Sarah Ellinger, Nemanja Spasojevic |
| 2017 | A Self-Paced Category-Aware Approach for Unsupervised Adaptation Networks. | Wenzhen Huang, Peipei Yang, Kaiqi Huang |
| 2017 | Deriving Data-Driven Insights from Climate Extreme Indices for the Continental US. | Xinbo Huang, David Sathiaraj, Lei Wang, Barry Keim |
| 2017 | CRAD: Clustering with Robust Autocuts and Depth. | Xin Huang, Yulia R. Gel |
| 2017 | Behind Distribution Shift: Mining Driving Forces of Changes and Causal Arrows. | Biwei Huang, Kun Zhang, Jiji Zhang, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schlkopf |
| 2017 | Frequent Temporal Pattern Mining for Medical Data Based on Ranged Relations. | Shoji Hirano, Shusaku Tsumoto |
| 2017 | A Self-Adaptive Sliding Window Based Topic Model for Non-uniform Texts. | Jin He, Lei Li, Xindong Wu |
| 2017 | Kernel Conditional Clustering. | Xiao He, Thomas Gumbsch, Damian Roqueiro, Karsten M. Borgwardt |
| 2017 | VARIABLE QUEST: Network Visualization of Variable Labels Unifying Co-occurrence Graphs. | Teruaki Hayashi, Yukio Ohsawa |