| 2014 | Forecasting a Moving Target: Ensemble Models for ILI Case Count Predictions. | Prithwish Chakraborty, Pejman Khadivi, Bryan L. Lewis, Aravindan Mahendiran, Jiangzhuo Chen, Patrick Butler, Elaine O. Nsoesie, Sumiko R. Mekaru, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan |
| 2014 | Class Augmented Active Learning. | Hong Cao, Chunyu Bao, Xiaoli Li, David Yew-Kwong Woon |
| 2014 | Submodularity in Team Formation Problem. | Avradeep Bhowmik, Vivek S. Borkar, Dinesh Garg, Madhavan Pallan |
| 2014 | FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop. | Alex Beutel, Partha Pratim Talukdar, Abhimanu Kumar, Christos Faloutsos, Evangelos E. Papalexakis, Eric P. Xing |
| 2014 | Characterising Seismic Data. | Roel Bertens, Arno Siebes |
| 2014 | Building associations between markers of environmental stressors and adverse human health impacts using frequent itemset mining. | Shannon M. Bell, Stephen W. Edwards |
| 2014 | To Sample or To Smash? Estimating reachability in large time-varying graphs. | Prithwish Basu, Feng Yu, Amotz Bar-Noy, Dror Rawitz |
| 2014 | Influence Maximization with Viral Product Design. | Nicola Barbieri, Francesco Bonchi |
| 2014 | Improving Credit Card Fraud Detection with Calibrated Probabilities. | Alejandro Correa Bahnsen, Aleksandar Stojanovic, Djamila Aouada, Bjrn E. Ottersten |
| 2014 | Discovering Groups of Time Series with Similar Behavior in Multiple Small Intervals of Time. | Gowtham Atluri, Michael S. Steinbach, Kelvin O. Lim, Angus W. MacDonald III, Vipin Kumar |
| 2014 | Multi-Task Clustering using Constrained Symmetric Non-Negative Matrix Factorization. | Samir Al-Stouhi, Chandan K. Reddy |
| 2014 | AUC dominant unsupervised ensemble of binary classifiers. | Priyanka Agrawal, Vikas C. Raykar, Amrita Saha |
| 2014 | Active Multitask Learning Using Both Latent and Supervised Shared Topics. | Ayan Acharya, Raymond J. Mooney, Joydeep Ghosh |
| 2013 | On Graph Stream Clustering with Side Information. | Philip S. Yu, Yuchen Zhao |
| 2013 | Set Coverage Problems in a One-Pass Data Stream. | Huiwen Yu, Dayu Yuan |
| 2013 | Multi-Transfer: Transfer Learning with Multiple Views and Multiple Sources. | Ben Tan, Evan Wei Xiang, Qiang Yang, Erheng Zhong |
| 2013 | Monitoring and mining GPS traces in transit space. | Leon Stenneth, Philip S. Yu |
| 2013 | MC-MinH: Metagenome Clustering using Minwise based Hashing. | Huzefa Rangwala, Zeehasham Rasheed |
| 2013 | Sparse Subspace Clustering via Group Sparse Coding. | Duc-Son Pham, Dinh Q. Phung, Budhaditya Saha, Svetha Venkatesh |
| 2013 | An Empirical Study of the Suitability of Class Decomposition for Linear Models: When Does It Work Well? | Francisco Ocegueda-Hernandez, Ricardo Vilalta |
| 2013 | Determining the Number of Clusters via Iterative Consensus Clustering. | Carl Dean Meyer, Shaina Race, Kevin Valakuzhy |
| 2013 | Selective Transfer Learning for Cross Domain Recommendation. | Zhongqi Lu, Weike Pan, Evan Wei Xiang, Qiang Yang, Lili Zhao, Erheng Zhong |
| 2013 | Point-of-Interest Recommendation in Location Based Social Networks with Topic and Location Awareness. | Bin Liu, Hui Xiong |
| 2013 | CoSelect: Feature Selection with Instance Selection for Social Media Data. | Jiliang Tang, Huan Liu |
| 2013 | Integrity Verification of K-means Clustering Outsourced to Infrastructure as a Service (IaaS) Providers. | Ruilin Liu, Philippos Mordohai, Wendy Hui Wang, Hui Xiong |