| 2014 | Deep Twin Support Vector Machine. | Dewei Li, Yingjie Tian, Honggui Xu |
| 2014 | Rough-Set-Based ADR Signaling from Spontaneous Reporting Data with Missing Values. | Wen-Yang Lin, Lin Lan, Fong-Sheng Huang |
| 2014 | Steering Information Diffusion Dynamically against User Attention Limitation. | Shuyang Lin, Qingbo Hu, Fengjiao Wang, Philip S. Yu |
| 2014 | UnTangle: Visual Mining for Data with Uncertain Multi-labels via Triangle Map. | Yu-Ru Lin, Nan Cao, David Gotz, Lu Lu |
| 2014 | Identifying Recurrent and Unknown Performance Issues. | Meng-Hui Lim, Jian-Guang Lou, Hongyu Zhang, Qiang Fu, Andrew Beng Jin Teoh, Qingwei Lin, Rui Ding, Dongmei Zhang |
| 2014 | Detecting Campaign Promoters on Twitter Using Markov Random Fields. | Huayi Li, Arjun Mukherjee, Bing Liu, Rachel Kornfield, Sherry Emery |
| 2014 | Two-Phase Attribute Ordering for Unsupervised Ranking of Multi-attribute Objects. | Chun-Guo Li, Xing Mei, Bao-Gang Hu |
| 2014 | Efficient and Accelerated Online Learning for Sparse Group Lasso. | Zhijie Li, Yuanxiang Li, Feng Wang, Fei Yu, Zheng-Long Xiang |
| 2014 | Accelerated Online Learning for Collaborative Filtering and Recommender Systems. | Yuanxiang Li, Zhijie Li, Feng Wang, Li Kuang |
| 2014 | Early Classification of Ongoing Observation. | Kang Li, Sheng Li, Yun Fu |
| 2014 | Random KNN. | Shengqiao Li, E. James Harner, Donald A. Adjeroh |
| 2014 | LRBM: A Restricted Boltzmann Machine Based Approach for Representation Learning on Linked Data. | Kang Li, Jing Gao, Suxin Guo, Nan Du, Xiaoyi Li, Aidong Zhang |
| 2014 | Spotting Fake Reviews via Collective Positive-Unlabeled Learning. | Huayi Li, Zhiyuan Chen, Bing Liu, Xiaokai Wei, Jidong Shao |
| 2014 | Locating POS Terminals from Credit Card Transactions. | Chao Li, Jia Chen, Jun Luo |
| 2014 | Fast Algorithms for Frequent Itemset Mining from Uncertain Data. | Carson Kai-Sang Leung, Richard Kyle MacKinnon |
| 2014 | Probabilistic Latent Document Network Embedding. | Tuan M. V. Le, Hady Wirawan Lauw |
| 2014 | A System Design Method Based on Interaction between Logic and Data Sets. | Noriyuki Kushiro, Shodai Matsuda, Ryoichi Torikai, Kunio Takahara |
| 2014 | Spectral Clustering for Medical Imaging. | Chia-Tung Kuo, Peter B. Walker, Owen T. Carmichael, Ian Davidson |
| 2014 | Explicit Versus Implicit Graph Feature Maps: A Computational Phase Transition for Walk Kernels. | Nils M. Kriege, Marion Neumann, Kristian Kersting, Petra Mutzel |
| 2014 | Social Preference Ontologies for Enriching User and Item Data in Recommendation Systems. | Christopher Krauss, Stefan Arbanowski |
| 2014 | Finding Valuable Yelp Comments by Personality, Content, Geo, and Anomaly Analysis. | Jay Koven, Hossein Siadati, Ching-Yung Lin |
| 2014 | Bus Travel Time Predictions Using Additive Models. | Matthias Kormaksson, Luciano Barbosa, Marcos R. Vieira, Bianca Zadrozny |
| 2014 | A Narrative Analysis by Text Mining Technique Using Key Graph: Similarity and Difference of a View of Oral Health and Oral Risk Cognition between Japanese Living People and Dentists. | Fukiko Kobayashi, Yumiko Nara |
| 2014 | A Comparison of Algorithms for TV Ad Targeting. | Brendan Kitts, Dyng Au |
| 2014 | Latent Ranking Analysis Using Pairwise Comparisons. | Younghoon Kim, Wooyeol Kim, Kyuseok Shim |