| 2014 | Gaussian Processes Autoencoder for Dimensionality Reduction. | Xinwei Jiang, Junbin Gao, Xia Hong, Zhihua Cai |
| 2014 | Inferring Strange Behavior from Connectivity Pattern in Social Networks. | Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang |
| 2014 | Mining Frequent Progressive Usage Patterns Across Multiple Mobile Broadcasting Channels. | Bijay Prasad Jaysawal, Jen-Wei Huang |
| 2014 | Recurring and Novel Class Detection in Concept-Drifting Data Streams Using Class-Based Ensemble. | Mohammad Raihanul Islam |
| 2014 | Local Feature Selection by Formal Concept Analysis for Multi-class Classification. | Madori Ikeda, Akihiro Yamamoto |
| 2014 | Domain Transfer via Multiple Sources Regularization. | Shaofeng Hu, Jiangtao Ren, Changshui Zhang, Chaogui Zhang |
| 2014 | Query Prediction by Currently-Browsed Web Pages and Its Applications. | Hui-Ju Hung, Pu-Jen Cheng |
| 2014 | The Application of Association Rules in Clinical Disease: The Relationship Between Recovery After Operation of Endovascular Aneurysm Repairing and Chronic. | Lin Hui, Chun-Che Shih, Huan-Chao Keh, Po-Yuan Yu, Yuan-Cheng Cheng, Nan-Ching Huang |
| 2014 | Learning from Crowds under Experts' Supervision. | Qingyang Hu, Qinming He, Hao Huang, Kevin Chiew, Zhenguang Liu |
| 2014 | Automatic Self-Suspended Task for a MapReduce System on Cloud Computing. | Tzu-Chi Huang, Ce-Kuen Shieh, Sheng-Wei Huang, Chui-Ming Chiu, Tyng-Yeu Liang |
| 2014 | Two Algorithms Under Stochastic Gradient Descent Framework for Recommender Systems. | Tian-Hsiang Huang, Vladimir Nikulin |
| 2014 | Ranking Tweets with Local and Global Consistency Using Rich Features. | Zhankun Huang, Shenghua Liu, Pan Du, Xueqi Cheng |
| 2014 | Detecting Changes in Rare Patterns from Data Streams. | David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears |
| 2014 | A Short-Term Bookmarking System for Collecting User-Interest Data. | Chu-Cheng Hsieh, Yoni Medoff, Naren Chittar |
| 2014 | Mining Time-Aware Transit Patterns for Route Recommendation in Big Check-in Data. | Hsun-Ping Hsieh, Cheng-Te Li |
| 2014 | Mining Typical Order Sequences from EHR for Building Clinical Pathways. | Shoji Hirano, Shusaku Tsumoto |
| 2014 | Parallel Implementation of a Density-Based Stream Clustering Algorithm Over a GPU Scheduling System. | Marwan Hassani, Ayman Tarakji, Lyubomir Georgiev, Thomas Seidl |
| 2014 | Balanced Seed Selection for Budgeted Influence Maximization in Social Networks. | Shuo Han, Fuzhen Zhuang, Qing He, Zhongzhi Shi |
| 2014 | Super-Graph Classification. | Ting Guo, Xingquan Zhu |
| 2014 | Supervised Nonlinear Factorizations Excel In Semi-supervised Regression. | Josif Grabocka, Erind Bedalli, Lars Schmidt-Thieme |
| 2014 | An Integrated Model for User Attribute Discovery: A Case Study on Political Affiliation Identification. | Swapna Gottipati, Minghui Qiu, Liu Yang, Feida Zhu, Jing Jiang |
| 2014 | Balancing the Analysis of Frequent Patterns. | Arnaud Giacometti, Dominique H. Li, Arnaud Soulet |
| 2014 | Considerations About Multistep Community Detection. | Antonio A. Gentile, Angelo Corallo, Cristian Bisconti, Laura Fortunato |
| 2014 | A Graph Matching Method for Historical Census Household Linkage. | Zhichun Fu, Peter Christen, Jun Zhou |
| 2014 | Fast Vertical Mining of Sequential Patterns Using Co-occurrence Information. | Philippe Fournier-Viger, Antonio Gomariz, Manuel Campos, Rincy Thomas |