| 2014 | GS4: Generating Synthetic Samples for Semi-Supervised Nearest Neighbor Classification. | Panagiotis Moutafis, Ioannis A. Kakadiaris |
| 2014 | Toward Automatic Censorship Detection in Microblogs. | Donn Morrison |
| 2014 | Overlapping Communities for Identifying Misbehavior in Network Communications. | Farnaz Moradi, Tomas Olovsson, Philippas Tsigas |
| 2014 | A Study of Rumor Spreading with Epidemic Model Based on Network Topology. | Dawei Meng, Lizhi Wan, Lei Zhang |
| 2014 | Crowdordering. | Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima |
| 2014 | MultiAspectSpotting: Spotting Anomalous Behavior within Count Data Using Tensor. | Koji Maruhashi, Nobuhiro Yugami |
| 2014 | MalSpot: Multi2 Malicious Network Behavior Patterns Analysis. | Ching-Hao Mao, Chung-Jung Wu, Evangelos E. Papalexakis, Christos Faloutsos, Kuo-Chen Lee, Tien-Cheu Kao |
| 2014 | A Biclustering-Based Classification Framework for Microarray Analysis. | Baljeet Malhotra, Daniel Dahlmeier, Naveen Nandan |
| 2014 | A Scalable Data Analytics Algorithm for Mining Frequent Patterns from Uncertain Data. | Richard Kyle MacKinnon, Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer |
| 2014 | Models for Distributed, Large Scale Data Cleaning. | Vincent J. Maccio, Fei Chiang, Douglas G. Down |
| 2014 | Semi-supervised Clustering on Heterogeneous Information Networks. | Chen Luo, Wei Pang, Zhe Wang |
| 2014 | Privacy Preserving Publication of Locations Based on Delaunay Triangulation. | Jun Luo, Jinfei Liu, Li Xiong |
| 2014 | Self-training Temporal Dynamic Collaborative Filtering. | Cheng Luo, Xiongcai Cai, Nipa Chowdhury |
| 2014 | Predicting Locations of Mobile Users Based on Behavior Semantic Mining. | Huei-Yu Lung, Chih-Heng Chung, Bi-Ru Dai |
| 2014 | Information Diffusion Pattern Mining over Online Social Media. | Eric Hsueh-Chan Lu, Hui-Ju Hung |
| 2014 | Visual Analysis of Uncertainty in Trajectories. | Lu Lu, Nan Cao, Siyuan Liu, Lionel M. Ni, Xiaoru Yuan, Huamin Qu |
| 2014 | Persistent Community Detection in Dynamic Social Networks. | Siyuan Liu, Shuhui Wang, Ramayya Krishnan |
| 2014 | Using Knowledge Graph to Handle Label Imperfection. | Yi Liu, Huakang Li, Yizheng Chen |
| 2014 | Constrained Least Squares Regression for Semi-Supervised Learning. | Bo Liu, Liping Jing, Jian Yu, Jia Li |
| 2014 | Rare Category Detection on O(dN) Time Complexity. | Zhenguang Liu, Hao Huang, Qinming He, Kevin Chiew, Lianhang Ma |
| 2014 | Finding Well-Clusterable Subspaces for High Dimensional Data - A Numerical One-Dimension Approach. | Chuanren Liu, Tianming Hu, Yong Ge, Hui Xiong |
| 2014 | An Efficient Drug-Target Interaction Mining Algorithm in Heterogeneous Biological Networks. | Congcong Li, Jing Sun, Yun Xiong, Guangyong Zheng |
| 2014 | An Author Topic Analysis of Tobacco Regulation Investigators. | Dingcheng Li, Janet Okamoto, Scott Leischow, Hongfang Liu |
| 2014 | Signed-Error Conformal Regression. | Henrik Linusson, Ulf Johansson, Tuve Lfstrm |
| 2014 | Influence Propagation: Patterns, Model and a Case Study. | Yibin Lin, Agha Ali Raza, Jay Yoon Lee, Danai Koutra, Roni Rosenfeld, Christos Faloutsos |