| 2015 | Error Tolerant Plan Recognition: An Empirical Investigation. | Swaroop Vattam, David W. Aha, Michael W. Floyd |
| 2015 | Are You Asking the Right Questions: The Use of Animated Agents to Teach Learners to Become Better Question Askers. | Jeremiah Sullins, Danielle S. McNamara, Samuel Acuff, Daniel Neely, Eric Hildebrand, Grant Stewart, Xiangen Hu |
| 2015 | The Impact of Anomalous Information, Personality, and Motivation on Self- Regulatory Processes in a Multimedia Vicarious Learning Environment. | Jeremiah Sullins, Xiangen Hu |
| 2015 | A Flexible, Plugin-Based Smarthome Simulation Framework with Application to Navigational Intention Prediction. | John H. C. Staton, Manfred Huber |
| 2015 | Stability in Role Based Hedonic Games. | Matthew Spradling, Judy Goldsmith |
| 2015 | Advanced Features of Collaborative Semantic Annotators - The 4A System. | Pavel Smrz, Jaroslav Dytrych |
| 2015 | Camera-Based Localization and Stabilization of a Flying Drone. | Jan Skoda, Roman Bartk |
| 2015 | A Simple Decomposition Scheme for Large Real World Qualitative Constraint Networks. | Michael Sioutis, Yakoub Salhi, Jean-Franois Condotta |
| 2015 | Evolutionary Technique for Combinatorial Reverse Auctions. | Shubhashis Kumar Shil, Malek Mouhoub, Samira Sadaoui |
| 2015 | Uncertain Reasoning Using Time-Dynamic Markov Random Field for Sensor-Network Applications. | Shobhit S. Shakya, Jian Zhang |
| 2015 | Hypothetical Recommendation: A Study of Interactive Profile Manipulation Behavior for Recommender Systems. | James Schaffer, Tobias Hllerer, John O'Donovan |
| 2015 | Automated Labelling of Dialogue Modes In Tutorial Dialogues. | Vasile Rus, Nobal B. Niraula, Nabin Maharjan, Rajendra Banjade |
| 2015 | Coordinating Robot Teams for Disaster Relief. | Mark Roberts, Thomas Apker, Benjamin Johnson, Bryan Auslander, Briana Wellman, David W. Aha |
| 2015 | Genre-Based Stages Classification for Polarity Analysis. | John A. Roberto, Maria Salam, Maria Antnia Mart |
| 2015 | A New Approach to Probabilistic Belief Change. | Gavin B. Rens, Thomas Meyer |
| 2015 | Identifying Content Patterns in Peer Reviews Using Graph-based Cohesion. | Lakshmi Ramachandran, Edward F. Gehringer |
| 2015 | Data Preprocessing via Polynomial Fitting to Improve Clustering of Spoken Arabic Digits. | Imad Rahal, Preston Hardy, Kelsey Weiers |
| 2015 | Impact of Feature Selection Techniques for Tweet Sentiment Classification. | Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman |
| 2015 | Event Analysis in Social Media Using Clustering of Heterogeneous Information Networks. | Narumol Prangnawarat, Ioana Hulpus, Conor Hayes |
| 2015 | ORPHEUS: Mental Simulation as Support for Decision-Making in a Virtual Agent. | Mihai Polceanu, Marc Parenthon, Cdric Buche |
| 2015 | ArsEmotica for arsmeteo.org: Emotion-Driven Exploration of Online Art Collections. | Viviana Patti, Federico Bertola, Antonio Lieto |
| 2015 | Disease Similarity Calculation on Simplified Disease Knowledge Base for Clinical Decision Support Systems. | Mai Omura, Yuka Tateishi, Takashi Okumura |
| 2015 | A Probabilistic Approach to Aggregating Anomalies for Unsupervised Anomaly Detection with Industrial Applications. | Tomas Olsson, Anders Holst |
| 2015 | Computational Notebooks for AI Education. | Keith J. O'Hara, Douglas S. Blank, James B. Marshall |
| 2015 | Improving Classification of Natural Language Answers to ITS Questions with Item-Specific Supervised Learning. | Benjamin D. Nye, Mustafa H. Hajeer, Zhiqiang Cai |