| 2015 | Cost-Sensitive Feature Selection on Heterogeneous Data. | Wenbin Qian, Wenhao Shu, Jun Yang, Yinglong Wang |
| 2015 | Cluster Sequence Mining: Causal Inference with Time and Space Proximity Under Uncertainty. | Yoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao |
| 2015 | Resampling-Based Gap Analysis for Detecting Nodes with High Centrality on Large Social Network. | Kouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda |
| 2015 | Sentiment Analysis in Transcribed Utterances. | Nir Ofek, Gilad Katz, Bracha Shapira, Yedidya Bar-Zev |
| 2015 | A New Feature Sampling Method in Random Forests for Predicting High-Dimensional Data. | Thanh-Tung Nguyen, He Zhao, Joshua Zhexue Huang, Thuy Thi Nguyen, Mark Junjie Li |
| 2015 | Repulsive-SVDD Classification. | Phuoc Nguyen, Dat Tran |
| 2015 | A Bayesian Nonparametric Approach to Multilevel Regression. | Vu Nguyen, Dinh Q. Phung, Svetha Venkatesh, Hung Hai Bui |
| 2015 | TSum4act: A Framework for Retrieving and Summarizing Actionable Tweets During a Disaster for Reaction. | Minh-Tien Nguyen, Asanobu Kitamoto, Tri-Thanh Nguyen |
| 2015 | Preference-Based Top-k Representative Skyline Queries on Uncertain Databases. | Ha Thanh Huynh Nguyen, Jinli Cao |
| 2015 | pcStream: A Stream Clustering Algorithm for Dynamically Detecting and Managing Temporal Contexts. | Yisroel Mirsky, Bracha Shapira, Lior Rokach, Yuval Elovici |
| 2015 | Online Prediction of Chess Match Result. | Mohammad M. Masud, Ameera Al-Shehhi, Eiman Al-Shamsi, Shamma Al-Hassani, Asmaa Al-Hamoudi, Latifur Khan |
| 2015 | Nearest Neighbor Method Based on Local Distribution for Classification. | Chengsheng Mao, Bin Hu, Philip Moore, Yun Su, Manman Wang |
| 2015 | Double Ramp Loss Based Reject Option Classifier. | Naresh Manwani, Kalpit Desai, Sanand Sasidharan, Ramasubramanian Sundararajan |
| 2015 | Identifying Hesitant and Interested Customers for Targeted Social Marketing. | Guowei Ma, Qi Liu, Le Wu, Enhong Chen |
| 2015 | Modeling Vietnamese Speech Prosody: A Step-by-Step Approach Towards an Expressive Speech Synthesis System. | Dang-Khoa Mac, Do-Dat Tran |
| 2015 | A Plane Moving Average Algorithm for Short-Term Traffic Flow Prediction. | Lei Lv, Meng Chen, Yang Liu, Xiaohui Yu |
| 2015 | Web Site Audience Segmentation Using Hybrid Alignment Techniques. | Vinh-Trung Luu, Germain Forestier, Frdric Fondement, Pierre-Alain Muller |
| 2015 | A Core-Attach Based Method for Identifying Protein Complexes in Dynamic PPI Networks. | Jiawei Luo, Chengchen Liu, Tu Hoang Nguyen |
| 2015 | On Burst Detection and Prediction in Retweeting Sequence. | Zhilin Luo, Yue Wang, Xintao Wu, Wandong Cai, Ting Chen |
| 2015 | A Semi-Supervised Framework for Social Spammer Detection. | Zhaoxing Li, Xianchao Zhang, Hua Shen, Wenxin Liang, Zengyou He |
| 2015 | Parallel Recursive Deep Model for Sentiment Analysis. | Changliang Li, Bo Xu, Gaowei Wu, Saike He, Guanhua Tian, Yujun Zhou |
| 2015 | Coupled Matrix Factorization Within Non-IID Context. | Fangfang Li, Guandong Xu, Longbing Cao |
| 2015 | Link Prediction in Aligned Heterogeneous Networks. | Fangbing Liu, Shu-Tao Xia |
| 2015 | Boosting via Approaching Optimal Margin Distribution. | Chuan Liu, Shizhong Liao |
| 2015 | A Coupled k-Nearest Neighbor Algorithm for Multi-label Classification. | Chunming Liu, Longbing Cao |