| 2014 | Tensor Regression Based on Linked Multiway Parameter Analysis. | Yifan Fu, Junbin Gao, Xia Hong, David Tien |
| 2014 | Analytics-Enabled Disaster Preparedness and Emergency Management. | Karen Espana, Rhia Trogo, James Faeldon, Juanito Santiago, Delfin Jay Sabido |
| 2014 | Ring-Shaped Hotspot Detection: A Summary of Results. | Emre Eftelioglu, Shashi Shekhar, Dev Oliver, Xun Zhou, Michael R. Evans, Yiqun Xie, James M. Kang, Renee Laubscher, Christopher Farah |
| 2014 | Topic Models with Topic Ordering Regularities for Topic Segmentation. | Lan Du, John K. Pate, Mark Johnson |
| 2014 | Shell Miner: Mining Organizational Phrases in Argumentative Texts in Social Media. | Jianguang Du, Jing Jiang, Liu Yang, Dandan Song, Lejian Liao |
| 2014 | Understanding Where Your Classifier Does (Not) Work - The SCaPE Model Class for EMM. | Wouter Duivesteijn, Julia Thaele |
| 2014 | Learning to Grade Student Programs in a Massive Open Online Course. | Anna Drummond, Yanxin Lu, Swarat Chaudhuri, Christopher M. Jermaine, Joe Warren, Scott Rixner |
| 2014 | Senders, Receivers and Authors in Document Classification. | Anna Drummond, Christopher M. Jermaine |
| 2014 | Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting. | Nemanja Djuric, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati |
| 2014 | Low-Rank Common Subspace for Multi-view Learning. | Zhengming Ding, Yun Fu |
| 2014 | A Joint Model for Topic-Sentiment Evolution over Time. | Mohamed Dermouche, Julien Velcin, Leila Khouas, Sabine Loudcher |
| 2014 | Merging Classifiers of Different Classification Approaches. | Antonina Danylenko, Welf Lwe |
| 2014 | A Hierarchy Method Based on LDA and SVM for News Classification. | Limeng Cui, Fan Meng, Yong Shi, Minqiang Li, An Liu |
| 2014 | Detecting Flow Anomalies in Distributed Systems. | Freddy Chong Tat Chua, Ee-Peng Lim, Bernardo A. Huberman |
| 2014 | Understanding Changes in Customer Purchase Behavior: Study of Attenuation Model for Multiparametric Purchase Preferences. | Stephane Cheung, Yasuyuki Shirai, Hiroyuki Morita, Masakazu Nakamoto |
| 2014 | Measuring and Predicting Systemic Risk in the Chinese Banking System. | Yibing Chen, Yong Shi, Cheng-Few Lee, Minqiang Li, Yuewen Liu |
| 2014 | Wineinformatics: Applying Data Mining on Wine Sensory Reviews Processed by the Computational Wine Wheel. | Bernard Chen, Christopher Rhodes, Aaron Crawford, Lorri Hambuchen |
| 2014 | Mining Personal Health Index from Annual Geriatric Medical Examinations. | Ling Chen, Xue Li, Sen Wang, Hsiao-Yun Hu, Nicole Huang, Quan Z. Sheng, Mohamed A. Sharaf |
| 2014 | Flu Gone Viral: Syndromic Surveillance of Flu on Twitter Using Temporal Topic Models. | Liangzhe Chen, K. S. M. Tozammel Hossain, Patrick Butler, Naren Ramakrishnan, B. Aditya Prakash |
| 2014 | LorSLIM: Low Rank Sparse Linear Methods for Top-N Recommendations. | Yao Cheng, Li'ang Yin, Yong Yu |
| 2014 | Illumination Invariant Face Recognition with Particle Swarm Optimization. | Yu Cheng, Zhigang Jin, Cunming Hao, Xingsen Li |
| 2014 | Dual Uncertainty Minimization Regularization and Its Applications on Heterogeneous Data. | Yu Cheng, Alok N. Choudhary, Jun Wang, Sharath Pankanti, Huan Liu |
| 2014 | Social Role Identification via Dual Uncertainty Minimization Regularization. | Yu Cheng, Ankit Agrawal, Alok N. Choudhary, Huan Liu, Tao Zhang |
| 2014 | Leverage Item Popularity and Recommendation Quality via Cost-Sensitive Factorization Machines. | Chih-Ming Chen, Hsin-Ping Chen, Ming-Feng Tsai, Yi-Hsuan Yang |
| 2014 | Road Traffic Congestion Monitoring in Social Media with Hinge-Loss Markov Random Fields. | Po-Ta Chen, Feng Chen, Zhen Qian |