| 2014 | A Link Prediction Method That Can Learn from Network Dynamics. | Yang Chen, Ke-Jia Chen, Yun Li |
| 2014 | Recovering Human Mobility Flow Models and Daily Routine Patterns in a Smart Environment. | Li Chen, William K. Cheung |
| 2014 | RQL: A SQL-Like Query Language for Discovering Meaningful Rules. | Brice Chardin, Emmanuel Coquery, Marie Pailloux, Jean-Marc Petit |
| 2014 | Medical Error Prevention Based on Path Integration System Approach. | Sheung Wai Chan, Clement H. C. Leung, Victor C. Cheng, Jiming Liu |
| 2014 | TRIBAC: Discovering Interpretable Clusters and Latent Structures in Graphs. | Jeffrey Chan, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao |
| 2014 | Ups and Downs in Buzzes: Life Cycle Modeling for Temporal Pattern Discovery. | Yi Chang, Makoto Yamada, Antonio Ortega, Yan Liu |
| 2014 | Factorized Similarity Learning in Networks. | Shiyu Chang, Guo-Jun Qi, Charu C. Aggarwal, Jiayu Zhou, Meng Wang, Thomas S. Huang |
| 2014 | Estimating the Distribution of Economy Activity: A Case Study in Jiangsu Province (China) Using Large Scale Social Network Data. | Xiaomeng Chang, Guozhen Lu, Yang Yue, Qingquan Li |
| 2014 | Learning Local Semantic Distances with Limited Supervision. | Shiyu Chang, Charu C. Aggarwal, Thomas S. Huang |
| 2014 | Stream Mining Using Statistical Relational Learning. | Swarup Chandra, Justin Sahs, Latifur Khan, Bhavani Thuraisingham, Charu C. Aggarwal |
| 2014 | Collective Prediction of Multiple Types of Links in Heterogeneous Information Networks. | Bokai Cao, Xiangnan Kong, Philip S. Yu |
| 2014 | Tensor-Based Multi-view Feature Selection with Applications to Brain Diseases. | Bokai Cao, Lifang He, Xiangnan Kong, Philip S. Yu, Zhifeng Hao, Ann B. Ragin |
| 2014 | An Improved Collaborative Method for Recommendation and Rating Prediction. | Guoyong Cai, Rui Lv, Hao Wu, Xia Hu |
| 2014 | EgoLP: Fast and Distributed Community Detection in Billion-Node Social Networks. | Nazar Buzun, Anton Korshunov, Valeriy Avanesov, Ilya Filonenko, Ilya Kozlov, Denis Turdakov, Hangkyu Kim |
| 2014 | Graded Multilabel Classification by Pairwise Comparisons. | Christian Brinker, Eneldo Loza Menca, Johannes Frnkranz |
| 2014 | Online Fusion of Incremental Learning for Wireless Sensor Networks. | Hedde H. W. J. Bosman, Giovanni Iacca, Heinrich J. Wrtche, Antonio Liotta |
| 2014 | Big Data Stream Learning with SAMOA. | Albert Bifet, Gianmarco De Francisci Morales |
| 2014 | Identifying Team Style in Soccer Using Formations Learned from Spatiotemporal Tracking Data. | Alina Bialkowski, Patrick Lucey, Peter Carr, Yisong Yue, Sridha Sridharan, Iain A. Matthews |
| 2014 | Large-Scale Analysis of Soccer Matches Using Spatiotemporal Tracking Data. | Alina Bialkowski, Patrick Lucey, Peter Carr, Yisong Yue, Sridha Sridharan, Iain A. Matthews |
| 2014 | Spatio-Temporal Trajectory Region-of-Interest Mining Using Delaunay Triangulation. | Luke Bermingham, Kyungmi Lee, Ickjai Lee |
| 2014 | Janus - Analytics-Driven Transition Planner. | Manasi Belhe, Kriti Shrivastava, Maitreya Natu, Vaishali P. Sadaphal |
| 2014 | Inferring Uncertain Trajectories from Partial Observations. | Prithu Banerjee, Sayan Ranu, Sriram Raghavan |
| 2014 | Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble. | Tharindu R. Bandaragoda, Kai Ming Ting, David W. Albrecht, Fei Tony Liu, Jonathan R. Wells |
| 2014 | Recommender Systems Using Harmonic Analysis. | Gilbert Badaro, Hazem M. Hajj, Ali Haddad, Wassim El-Hajj, Khaled Bashir Shaban |
| 2014 | Quick Detection of High-Degree Entities in Large Directed Networks. | Konstantin Avrachenkov, Nelly Litvak, Liudmila Ostroumova Prokhorenkova, Eugenia Suyargulova |