| 2015 | Distributed Document Representation for Document Classification. | Rumeng Li, Hiroyuki Shindo |
| 2015 | Small-Variance Asymptotics for Bayesian Nonparametric Models with Constraints. | Cheng Li, Santu Rana, Dinh Q. Phung, Svetha Venkatesh |
| 2015 | Mining High Utility Itemsets in Big Data. | Ying Chun Lin, Cheng-Wei Wu, Vincent S. Tseng |
| 2015 | Understanding Community Effects on Information Diffusion. | Shuyang Lin, Qingbo Hu, Guan Wang, Philip S. Yu |
| 2015 | Reliable Early Classification on Multivariate Time Series with Numerical and Categorical Attributes. | Yu-Feng Lin, Hsuan-Hsu Chen, Vincent S. Tseng, Jian Pei |
| 2015 | Trend-Based Citation Count Prediction for Research Articles. | Cheng-Te Li, Yu-Jen Lin, Rui Yan, Mi-Yen Yeh |
| 2015 | Fast One-Class Support Vector Machine for Novelty Detection. | Trung Le, Dinh Q. Phung, Khanh Nguyen, Svetha Venkatesh |
| 2015 | Fast Dependency Parsing Using Distributed Word Representations. | Phuong Le-Hong, Nguyn Thi Minh Huyn, Thi Luong Nguyen, My-Linh Ha |
| 2015 | Feature Maximization Based Clustering Quality Evaluation: A Promising Approach. | Jean-Charles Lamirel, Shadi Al Shehabi |
| 2015 | Mining Text Enriched Heterogeneous Citation Networks. | Jan Kralj, Anita Valmarska, Marko Robnik-Sikonja, Nada Lavrac |
| 2015 | Principal Sensitivity Analysis. | Sotetsu Koyamada, Masanori Koyama, Ken Nakae, Shin Ishii |
| 2015 | On Damage Identification in Civil Structures Using Tensor Analysis. | Nguyen Lu Dang Khoa, Bang Zhang, Yang Wang, Wei Liu, Fang Chen, Samir Mustapha, Peter Runcie |
| 2015 | From Cluster-Based Outlier Detection to Time Series Discord Discovery. | Nguyen Huy Kha, Duong Tuan Anh |
| 2015 | Spectral Clustering for Large-Scale Social Networks via a Pre-Coarsening Sampling based Nystrm Method. | Ying Kang, Bo Yu, Weiping Wang, Dan Meng |
| 2015 | Minimal Jumping Emerging Patterns: Computation and Practical Assessment. | Bamba Kane, Bertrand Cuissart, Bruno Crmilleux |
| 2015 | Quality Control for Crowdsourced POI Collection. | Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima |
| 2015 | Optimizing Classifiers for Hypothetical Scenarios. | Reid A. Johnson, Troy Raeder, Nitesh V. Chawla |
| 2015 | Decomposition Based SAT Encodings for Itemset Mining Problems. | Sad Jabbour, Lakhdar Sais, Yakoub Salhi |
| 2015 | Do-Rank: DCG Optimization for Learning-to-Rank in Tag-Based Item Recommendation Systems. | Noor Ifada, Richi Nayak |
| 2015 | Learning Conditional Latent Structures from Multiple Data Sources. | Viet Huynh, Dinh Q. Phung, XuanLong Nguyen, Svetha Venkatesh, Hung Hai Bui |
| 2015 | o-HETM: An Online Hierarchical Entity Topic Model for News Streams. | Linmei Hu, Juan-Zi Li, Jing Zhang, Chao Shao |
| 2015 | A Research of Applying Association Rules and Decision Tree to Endometriosis. | Lin Hui, Huan-Chao Keh, Nan-Ching Huang, Chiung-Tzu Chang, Yi-Fan Yang |
| 2015 | Mining Massive-Scale Spatiotemporal Trajectories in Parallel: A Survey. | Pengtao Huang, Bo Yuan |
| 2015 | Latent Space Tracking from Heterogeneous Data with an Application for Anomaly Detection. | Jiaji Huang, Xia Ning |
| 2015 | Achieving Accuracy Guarantee for Answering Batch Queries with Differential Privacy. | Dong Huang, Shuguo Han, Xiaoli Li |