| 2013 | One-Class Transfer Learning with Uncertain Data. | Bo Liu, Philip S. Yu, Yanshan Xiao, Zhifeng Hao |
| 2013 | Mining Approximate Keys Based on Reasoning from XML Data. | Yijun Liu, Feiyue Ye, Sheng He |
| 2013 | Incremental Mining of Significant URLs in Real-Time and Large-Scale Social Streams. | Cheng-Ying Liu, Chi-Yao Tseng, Ming-Syan Chen |
| 2013 | Exploring Groups from Heterogeneous Data via Sparse Learning. | Huawen Liu, Jiuyong Li, Lin Liu, Jixue Liu, Ivan Lee, Jianmin Zhao |
| 2013 | Modeling Social Information Learning among Taxi Drivers. | Siyuan Liu, Ramayya Krishnan, Emma Brunskill, Lionel M. Ni |
| 2013 | Micro-blog Post Topic Drift Detection Based on LDA Model. | Quanchao Liu, Heyan Huang, Chong Feng |
| 2013 | Effective Top-Down Active Learning for Hierarchical Text Classification. | Xiao Li, Charles X. Ling, Huaimin Wang |
| 2013 | Product and User Dependent Social Network Models for Recommender Systems. | Min Li, Zhiwei Jiang, Bin Luo, Jiubin Tang, Qing Gu, Daoxu Chen |
| 2013 | Text Document Topical Recursive Clustering and Automatic Labeling of a Hierarchy of Document Clusters. | Xiaoxiao Li, Jiyang Chen, Osmar R. Zaane |
| 2013 | Suggestions for Fresh Search Queries by Mining Mircoblog Topics. | Lin Li, Xing Chen, Guandong Xu |
| 2013 | RNRank: Network-Based Ranking on Relational Tuples. | Peng Li, Ling Chen, Xue Li, Junhao Wen |
| 2013 | Mining Usage Traces of Mobile Apps for Dynamic Preference Prediction. | Zhung-Xun Liao, Wen-Chih Peng, Philip S. Yu |
| 2013 | PUF-Tree: A Compact Tree Structure for Frequent Pattern Mining of Uncertain Data. | Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer |
| 2013 | Fuzzy Multi-Sphere Support Vector Data Description. | Trung Le, Dat Tran, Wanli Ma |
| 2013 | Cooperative Community Detection Algorithm Based on Random Walks. | Mingwei Leng, Weiming Lv, Jianjun Cheng, Zhao Li, Xiaoyun Chen |
| 2013 | Indirect Information Linkage for OSINT through Authorship Analysis of Aliases. | Robert Layton, Charles Perez, Babiga Birregah, Paul Andrew Watters, Marc Lemercier |
| 2013 | Video Quality Prediction over Wireless 4G. | Chun Pong Lau, Xiangliang Zhang, Basem Shihada |
| 2013 | A New Feature Selection and Feature Contrasting Approach Based on Quality Metric: Application to Efficient Classification of Complex Textual Data. | Jean-Charles Lamirel, Pascal Cuxac, Aneesh Sreevallabh Chivukula, Kafil Hajlaoui |
| 2013 | Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG Model. | Danai Koutra, Vasileios Koutras, B. Aditya Prakash, Christos Faloutsos |
| 2013 | Cost-Based Quality Measures in Subgroup Discovery. | Rob M. Konijn, Wouter Duivesteijn, Marvin Meeng, Arno J. Knobbe |
| 2013 | Discovering Local Subgroups, with an Application to Fraud Detection. | Rob M. Konijn, Wouter Duivesteijn, Wojtek Kowalczyk, Arno J. Knobbe |
| 2013 | Real-Time Television ROI Tracking Using Mirrored Experimental Designs. | Brendan Kitts, Dyng Au, Brian Burdick |
| 2013 | Mining Correlated Patterns with Multiple Minimum All-Confidence Thresholds. | R. Uday Kiran, Masaru Kitsuregawa |
| 2013 | EEG-MINE: Mining and Understanding Epilepsy Data. | Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang |
| 2013 | Binary Classification Using Genetic Programming: Evolving Discriminant Functions with Dynamic Thresholds. | Jill de Jong, Kourosh Neshatian |