Main Track
| A Lexicographic Strategy for Approximating Dominance in CP-Nets | |
| Michael Huelsman, Mirosław Truszczyński |
Main Track Posters
| Approximate MMAP by Marginal Search | |
| Alessandro Antonucci, Thomas Tiotto |
| Decentralized Marriage Models | |
| Kshitija Taywade, Judy Goldsmith, Brent Harrison |
Special Track on Applied Natural Language Processing
| Syntactic Neural Model for Authorship Attribution | |
| Fereshteh Jafariakinabad, Sansiri Tarnpradab, Kien A. Hua |
| Pre-Training A Neural Language Model Improves the Sample Efficiency of an Emergency Room Classification Model | |
| Binbin Xu, Cédric Gil-Jardiné, Frantz Thiessard, Eric Tellier, Marta Avalos-Fernandez, Emmanuel Lagarde |
Special Track on Artificial Intelligence for Big Social Data Analysis
| Towards Real-Time and Unsupervised Campaign Detection in Social Media | |
| Dennis Assenmacher, Lena Adam, Heike Trautmann, Christian Grimme |
Special Track on Artificial Intelligence in Healthcare Informatics
| CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records | |
| Amirsina Torfi, Edward A. Fox |
Special Track on Autonomous Robots and Agents
| Recreating Bat Behavior on Quad-Rotor UAVs—A Simulation Approach | |
| M. Hassan Tanveer, Antony Thomas, Xiaowei Wu, Rolf Müller, Pratap Tokekar, Hongxiao Zhu |
| Using Reinforcement Learning to Manage Communications Between Humans and Artificial Agents in an Evacuation Scenario | |
| Skanda Vaidyanath, Kallirroi Georgila, David Traum |
Special Track on Data Mining
| Uncertainty Quantification in Multimodal Ensembles of Deep Learners | |
| Katherine E. Brown, Farzana Ahamed Bhuiyan, Douglas A. Talbert |
| Assessing Modality Selection Heuristics to Improve Multimodal Machine Learning for Malware Detection | |
| Farzana Ahamed Bhuiyan, Katherine E. Brown, Md Bulbul Sharif, Quentin D. Johnson, Douglas A. Talbert |
Special Track on Intelligent Learning Technologies
| The Effects of Open Self-Explanation Prompting During Source Code Comprehension | |
| Lasang Jimba Tamang, Zeyad Alshaikh, Nisrine Ait Khayi, Vasile Rus |
| Experiments with a Socratic Intelligent Tutoring System for Source Code Understanding | |
| Zeyad Alshaikh, Lasang Tamang, Vasile Rus |
Special Track on Recommender Systems
| CAARS: A Context-Aware Artist Recommender System for Twitter Users | |
| Linh Tang, Fahmida Hamid |
Special Track on Semantic, Logics, Information Extraction and AI
| Modeling Procedural State Changes over Time with Probabilistic Soft Logic | |
| Michael Mohler, Sean Monahan, Marc Tomlinson |
Special Track on Spoken Language Processing and Conversational Systems
| Can Machines Learn Continuous Measures of Speech Severity from Ordinal Training Labels? | |
| Alan Wisler, Kristin Teplansky, Jordan R. Green, Sara G. Austin, Jun Wang |
Special Track on Uncertain Reasoning
| On the Correspondence between Abstract Dialectical Frameworks and Nonmonotonic Conditional Logics | |
| Jesse Heyninck, Gabriele Kern-Isberner, Matthias Thimm |