| 2013 | On Handling Negative Transfer and Imbalanced Distributions in Multiple Source Transfer Learning. | Jing Gao, Liang Ge, Kang Li, Hung Q. Ngo, Aidong Zhang |
| 2013 | Sparse Max-Margin Multiclass and Multi-label Classifier Design for Fast Inference. | Tanuja Ganu, Sundararajan Sellamanickam, Shirish K. Shevade |
| 2013 | Dynamic Shaker Detection from Evolving Entities. | Wei Fan, Xiaoxiao Shi, Philip S. Yu |
| 2013 | Discriminative Transfer Learning on Manifold. | Zheng Fang, Zhongfei Zhang |
| 2013 | Active Class Discovery and Learning for Networked Data. | Meng Fang, Jie Yin, Chengqi Zhang, Xingquan Zhu |
| 2013 | DELTACON: A Principled Massive-Graph Similarity Function. | Christos Faloutsos, Danai Koutra, Joshua T. Vogelstein |
| 2013 | A Nonparametric Mixture Model for Topic Modeling over Time. | Avinava Dubey, Ahmed Hefny, Sinead Williamson, Eric P. Xing |
| 2013 | Topic Models For Feature Selection in Document Clustering. | Anna Drummond, Chris Jermaine, Zografoula Vagena |
| 2013 | Collective Kernel Construction in Noisy Environment. | Chris H. Q. Ding, Deguang Kong, Miao Zhang |
| 2013 | Exploring and Inferring User-User Pseudo-Friendship for Sentiment Analysis with Heterogeneous Networks. | Hongbo Deng, Jiawei Han, Heng Ji, Hao Li, Yue Lu, Hongning Wang |
| 2013 | Multi-objective Multi-view Spectral Clustering via Pareto Optimization. | Ian Davidson, Buyue Qian, Xiang Wang, Jieping Ye |
| 2013 | Active Learning to Rank using Pairwise Supervision. | Ian Davidson, Hongfei Li, Buyue Qian, Jun Wang, Xiang Wang |
| 2013 | Fast Exact Max-Kernel Search. | Ryan R. Curtin, Alexander G. Gray, Parikshit Ram |
| 2013 | Very Fast Similarity Queries on Semi-Structured Data from the Web. | William W. Cohen, Bhavana Bharat Dalvi |
| 2013 | Maximal Deviations of Incomplete U-statistics with Applications to Empirical Risk Sampling. | Stphan Clmenon, Sylvain Robbiano, Jessica Tressou |
| 2013 | CoFiSet: Collaborative Filtering via Learning Pairwise Preferences over Item-sets. | Li Chen, Weike Pan |
| 2013 | Mining Probabilistic Representative Frequent Patterns From Uncertain Data. | Ling Chen, Chunyang Liu, Chengqi Zhang |
| 2013 | Sentiment Topic Model with Decomposed Prior. | Zheng Chen, Chengtao Li, Jian-Tao Sun, Jianwen Zhang |
| 2013 | On the Detectability of Node Grouping in Networks. | Yuguo Chen, Jiawei Han, Ming Ji, Jialu Liu, Lu Su, Chi Wang, Hongning Wang |
| 2013 | What's Your Next Move: User Activity Prediction in Location-based Social Networks. | Hong Cheng, Jihang Ye, Zhe Zhu |
| 2013 | Learning Topics in Short Texts by Non-negative Matrix Factorization on Term Correlation Matrix. | Xueqi Cheng, Jiafeng Guo, Shenghua Liu, Yanfeng Wang, Xiaohui Yan |
| 2013 | Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships. | Zhengzhang Chen, Alok N. Choudhary, John Jenkins, Vipin Kumar, Anatoli V. Melechko, Jinfeng Rao, Nagiza F. Samatova, Fredrick H. M. Semazzi |
| 2013 | Time Series Classification under More Realistic Assumptions. | Bing Hu, Yanping Chen, Eamonn J. Keogh |
| 2013 | k-means-: A Unified Approach to Clustering and Outlier Detection. | Sanjay Chawla, Aristides Gionis |
| 2013 | Shattering and Compressing Networks for Betweenness Centrality. | mit V. atalyrek, Kamer Kaya, Ahmet Erdem Sariyce, Erik Saule |