| 2016 | Trend Detection Based Regret Minimization for Bandit Problems. | Paresh Nakhe, Rebecca Reiffenhuser |
| 2016 | Inconsistent Node Flattening for Improving Top-Down Hierarchical Classification. | Azad Naik, Huzefa Rangwala |
| 2016 | Resampling Strategies for Imbalanced Time Series. | Nuno Moniz, Paula Branco, Lus Torgo |
| 2016 | A Decision Tree-Based Approach for Categorizing Spatial Database Query Results. | Xiangfu Meng, Xiaoyan Zhang, Jinguang Sun, Lin Li, Changzheng Xing, Chongchun Bi |
| 2016 | Impact of Query Sample Selection Bias on Information Retrieval System Ranking. | Massimo Melucci |
| 2016 | Uncovering the Bitcoin Blockchain: An Analysis of the Full Users Graph. | Damiano Di Francesco Maesa, Andrea Marino, Laura Ricci |
| 2016 | Limiting the Diffusion of Information by a Selective PageRank-Preserving Approach. | Grigorios Loukides, Robert Gwadera |
| 2016 | Using Players' Gameplay Action-Decision Profiles to Prescribe Training: Reducing Training Costs with Serious Games Analytics. | Christian Sebastian Loh, I-Hung Li |
| 2016 | Combining Static and Dynamic Features for Multivariate Sequence Classification. | Anna Leontjeva, Ilya Kuzovkin |
| 2016 | Traffic Risk Mining Using Partially Ordered Non-Negative Matrix Factorization. | Taito Lee, Shin Matsushima, Kenji Yamanishi |
| 2016 | Performance Improvement of MapReduce Process by Promoting Deep Data Locality. | Sungchul Lee, Ju-Yeon Jo, Yoohwan Kim |
| 2016 | EM*: An EM Algorithm for Big Data. | Hasan Kurban, Mark Jenne, Mehmet M. Dalkilic |
| 2016 | Testing Interestingness Measures in Practice: A Large-Scale Analysis of Buying Patterns. | Martin Kirchgessner, Vincent Leroy, Sihem Amer-Yahia, Shashwat Mishra |
| 2016 | Correcting Relational Bias to Improve Classification in Sparsely-Labeled Networks. | Joshua R. King, Luke K. McDowell |
| 2016 | Label, Segment, Featurize: A Cross Domain Framework for Prediction Engineering. | James Max Kanter, Owen Gillespie, Kalyan Veeramachaneni |
| 2016 | A Multi-Granularity Pattern-Based Sequence Classification Framework for Educational Data. | Mohammad Tareq Jaber, Peter T. Wood, Panagiotis Papapetrou, Ana Gonzlez-Marcos |
| 2016 | Harvester: Influence Optimization in Symmetric Interaction Networks. | Sergei Ivanov, Panagiotis Karras |
| 2016 | Pattern Matching Trajectories for Investigative Graph Searches. | Benjamin W. K. Hung, Anura P. Jayasumana, Vidarshana W. Bandara |
| 2016 | Learning Temporal Dependence from Time-Series Data with Latent Variables. | Hossein Hosseini, Sreeram Kannan, Baosen Zhang, Radha Poovendran |
| 2016 | Meeting Health Care Research Needs in a Kimball Integrated Data Warehouse. | Robert Hart, Alex Mu-Hsing Kuo |
| 2016 | Robust Online Time Series Prediction with Recurrent Neural Networks. | Tian Guo, Zhao Xu, Xin Yao, Haifeng Chen, Karl Aberer, Koichi Funaya |
| 2016 | The Semantic Knowledge Graph: A Compact, Auto-Generated Model for Real-Time Traversal and Ranking of any Relationship within a Domain. | Trey Grainger, Khalifeh AlJadda, Mohammed Korayem, Andries Smith |
| 2016 | A Parallel Framework for Grid-Based Bottom-Up Subspace Clustering. | Poonam Goyal, Sonal Kumari, Shubham Singh, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal |
| 2016 | Informative Priors and Bayesian Computation. | Shirin Golchi |
| 2016 | Digital Knowledge Ecosystem for Achieving Sustainable Agriculture Production: A Case Study from Sri Lanka. | Athula Ginige, Anusha Indika Walisadeera, Tamara Ginige, Lasanthi De Silva, Pasquale Di Giovanni, Maneesh Mathai, Jeevani S. Goonetillake, Gihan N. Wikramanayake, Giuliana Vitiello, Monica Sebillo, Genoveffa Tortora, Deborah Richards, Ramesh C. Jain |