| 2017 | Deep Learning Solutions to Computational Phenotyping in Health Care. | Zhengping Che, Yan Liu |
| 2017 | Efficient Computation of Pairwise Minimax Distance Measures. | Morteza Haghir Chehreghani |
| 2017 | Clustering by Shift. | Morteza Haghir Chehreghani |
| 2017 | Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records. | Zhengping Che, Yu Cheng, Shuangfei Zhai, Zhaonan Sun, Yan Liu |
| 2017 | The Mean and Median Criteria for Kernel Bandwidth Selection for Support Vector Data Description. | Arin Chaudhuri, Deovrat Kakde, Carol Sadek, Laura Gonzalez, Seunghyun Kong |
| 2017 | Discrimination at the Edge of Noise: A Hilbert Space of Stationary Ergodic Processes. | Ishanu Chattopadhyay |
| 2017 | EC3: Combining Clustering and Classification for Ensemble Learning. | Tanmoy Chakraborty |
| 2017 | National Leaders' Twitter Speech to Infer Political Leaning and Election Results in 2015 Venezuelan Parliamentary Elections. | Rodrigo D. Castro, Carmen Vaca |
| 2017 | Domain Adaptation for Online ECG Monitoring. | Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi |
| 2017 | Knowledge Guided Short-Text Classification for Healthcare Applications. | Shilei Cao, Buyue Qian, Changchang Yin, Xiaoyu Li, Jishang Wei, Qinghua Zheng, Ian Davidson |
| 2017 | HitFraud: A Broad Learning Approach for Collective Fraud Detection in Heterogeneous Information Networks. | Bokai Cao, Mia Mao, Siim Viidu, Philip S. Yu |
| 2017 | Finding Suspicious Activities in Financial Transactions and Distributed Ledgers. | Ramiro Daniel Camino, Radu State, Leandro Montero, Petko Valtchev |
| 2017 | Factor Analysis for Anonymization. | Aida Calvino, Palmira Aldeguer, Josep Domingo-Ferrer |
| 2017 | An CNN-LSTM Attention Approach to Understanding User Query Intent from Online Health Communities. | Ruichu Cai, Binjun Zhu, Lei Ji, Tianyong Hao, Jun Yan, Wenyin Liu |
| 2017 | Multi-level Feedback Web Links Selection Problem: Learning and Optimization. | Kechao Cai, Kun Chen, Longbo Huang, John C. S. Lui |
| 2017 | Efficient Mining of Subsample-Stable Graph Patterns. | Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli |
| 2017 | Apollo: Near-Duplicate Detection for Job Ads in the Online Recruitment Domain. | Hunter Burk, Faizan Javed, Janani Balaji |
| 2017 | Dataset Selection for Controlling Swarms by Visual Demonstration. | Karan Kumar Budhraja, Tim Oates |
| 2017 | MDL for Causal Inference on Discrete Data. | Kailash Budhathoki, Jilles Vreeken |
| 2017 | Network Model Selection for Task-Focused Attributed Network Inference. | Ivan Brugere, Chris Kanich, Tanya Y. Berger-Wolf |
| 2017 | Quantifying Seasonal Patterns in Disparate Environmental Variables Using the PolarMetrics R Package. | Bjrn-Gustaf J. Brooks, Danny C. Lee, Lars Y. Pomara, William W. Hargrove, Ankur R. Desai |
| 2017 | Analysis of Organizational Structure Through Cluster Validation Techniques: Evaluation of Email Communications at an Organizational Level. | Veselka Boeva, Lars Lundberg, Sai M. Harsha Kota, Lars Skold |
| 2017 | Multi-party Sparse Discriminant Learning. | Jiang Bian, Haoyi Xiong, Wei Cheng, Wenqing Hu, Zhishan Guo, Yanjie Fu |
| 2017 | Many Heads are Better than One: Local Community Detection by the Multi-walker Chain. | Yuchen Bian, Jingchao Ni, Wei Cheng, Xiang Zhang |
| 2017 | Intent-Aware Contextual Recommendation System. | Biswarup Bhattacharya, Iftikhar Burhanuddin, Abhilasha Sancheti, Kushal Satya |