| 2015 | Incremental Mining of Frequent Sequences in Environmental Sensor Data. | Carlos Roberto Silveira Junior, Danilo Codeco Carvalho, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro |
| 2015 | Exploring Equivalence Metrics to Analyze Behavior in a Naked Mole Rat Colony. | Susan P. Imberman, Michael E. Kress, Daniel P. McCloskey |
| 2015 | Fast and Accurate Causal Inference from Time Series Data. | Yuxiao Huang, Samantha Kleinberg |
| 2015 | An Automated Approach to the Initialization of the Snakes Algorithm for the Detection of Swimbladder Regions in X-Ray Image Data. | Jodie Gray, Thomas Reichherzer, Melanie A. Sutton, Jimmy Touma, Wayne Bennett |
| 2015 | A Topic-Based Search, Visualization, and Exploration System. | Christan Earl Grant, Clint Pazhayidam George, Virupaksha Kanjilal, Supriya Nirkhiwale, Joseph N. Wilson, Daisy Zhe Wang |
| 2015 | A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection. | Christophe Gonzales, Sverine Dubuisson, Cristina E. Manfredotti |
| 2015 | Recognizing Documents versus Meta-Documents by Tree Kernel Learning. | Boris A. Galitsky, Nina Lebedeva |
| 2015 | Lattice Queries for Search and Data Exploration. | Boris A. Galitsky |
| 2015 | Strategy Inference in Stochastic Games Using Belief Networks. | D. Michael Franklin |
| 2015 | Dealing With Imbalanced Datasets For Coreference Resolution. | Evandro Brasil da Fonseca, Renata Vieira, Aline A. Vanin |
| 2015 | Using a Genetic Algorithm Approach to Study the Impact of Imbalanced Corpora in Sentiment Analysis. | Lohann Ferreira, Mariza Dosciatti, Jlio C. Nievola, Emerson Cabrera Paraiso |
| 2015 | Spanning Tree Partitioning Approach for Configuration Generation in Modular Robots. | Ayan Dutta, Raj Dasgupta, Jos Baca, Carl A. Nelson |
| 2015 | Content of Annual Reports as a Predictor for Long Term Stock Price Movements. | John A. Doucette, Robin Cohen |
| 2015 | Selecting the Appropriate Ensemble Learning Approach for Balanced Bioinformatics Data. | David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2015 | Computational Creativity in the Culinary Arts. | Erol Cromwell, Jonah Galeota-Sprung, Raghuram Ramanujan |
| 2015 | Using Multi-Agent Options to Reduce Learning Time in Reinforcement Learning. | Danielle M. Clement, Manfred Huber |
| 2015 | English Generation from a Knowledge Base and Overly General Classes. | Vinay K. Chaudhri, Nikhil Dinesh, Eva Banik, Umangi Oza |
| 2015 | Detecting Anomalies in Mobile Telecommunication Networks Using a Graph Based Approach. | Cameron Chaparro, William Eberle |
| 2015 | Adapting to Learners' Mental States Using a Physiological Computing Approach. | Maher Chaouachi, Imne Jraidi, Claude Frasson |
| 2015 | GECKA: Game Engine for Commonsense Knowledge Acquisition. | Erik Cambria, Dheeraj Rajagopal, Kenneth Kwok, Jose Sepulveda |
| 2015 | Semantic Outlier Detection for Affective Common-Sense Reasoning and Concept-Level Sentiment Analysis. | Erik Cambria, Giuseppe Melfi |
| 2015 | Determining Good Elimination Orderings with Darwinian Networks. | Cory James Butz, Jhonatan Souza Oliveira, Andr Evaristo dos Santos |
| 2015 | Introducing Darwinian Networks (Invited Presentation). | Cory James Butz |
| 2015 | Classifying Salient Textual Entities in the Headlines and Captions of Grouped Bar Charts. | Richard Burns, Sandra Carberry, Stephanie Elzer Schwartz |
| 2015 | A Four-Factor Model for Mining Consumer Insights in Social Data. | David B. Bracewell |