Main Track
| Encoding Neighbor Information into Geographical Embeddings Using Convolutional Neural Networks | |
| Christopher Blier-Wong, Jean-Thomas Baillargeon, Hélène Cossette, Luc Lamontagne, Etienne Marceau |
| Character Depth and Sentence Diversification in Automated Narrative Generation | |
| Brooke Bottoni, Yasmine Moolenaar, Anthony Hevia, Thomas Anchor, Kyle Benko, Rainer Knauf, Klaus Jantke, Avelino Gonzalez, Annie Wu |
| Improving Costs and Robustness of Machine Learning Classifiers Against Adversarial Attacks via Self Play of Repeated Bayesian Games | |
| Prithviraj Dasgupta, Joseph B. Collins, Michael McCarrick |
| Constructing Gaussian Processes for Probabilistic Graphical Models | |
| Mattis Hartwig, Marisa Mohr, Ralf Möller |
| Music Stimuli for EEG-Based User Authentication | |
| Sukun Li, Leonard Marino, Vineetha Alluri |
| Towards Concise, Machine-Discovered Proofs of Gödel's Two Incompleteness Theorems | |
| Elijah Malaby, Bradley Dragun, John Licato |
| Modeling Novel Solutions to Creative Problem Solving Tasks with Subjective Observers | |
| Chris Miller, Arnav Jhala |
| Secure Industrial Control System with Intrusion Detection | |
| M. Rayhan Ahmed Mithu, Vadim Kholodilo, Rajesh Manicavasagam, Denis Ulybyshev, Mike Rogers |
| New Approaches in Ordinal Pattern Representations for Multivariate Time Series | |
| Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf Möller, Karsten Keller |
| Solving Weighted Abduction via Max-SAT Solvers | |
| Yoichi Sasaki, Takanori Maehara, Takumi Akazaki, Kazeto Yamamoto, Kunihiko Sadamasa |
Main Track Posters
| Investigating Potential Factors Associated with Gender Discrimination in Collaborative Recommender Systems | |
| Masoud Mansoury, Himan Abdollahpouri, Jessie Smith, Arman Dehpanah, Mykola Pechenizkiy, Bamshad Mobasher |
| Probing the Natural Language Inference Task with Automated Reasoning Tools | |
| Zaid Marji, Animesh Nighojkar, John Licato |
| Middleware Unifying Framework for Independent Nodes System (MUFFINS) | |
| James S. Okolica, Gilbert L. Peterson, Michael J. Mendenhall |
Special Track on Applied Natural Language Processing
| Abstractive Summarization for Low Resource Data Using Domain Transfer and Data Synthesis | |
| Ahmed Magooda, Diane Litman |
| EmpTransfo: A Multi-Head Transformer Architecture for Creating Empathetic Dialog Systems | |
| Rohola Zandie, Mohammad H. Mahoor |
| Attend to the Beginning: A Study on Bidirectional Attention for Extractive Summarization | |
| Ahmed Magooda, Cezary Marcjan |
| Detecting Preposition Errors to Target Interlingual Errors in Second Language Writing | |
| Natawut Monaikul, Barbara Di Eugenio |
| Gazetteer Generation for Neural Named Entity Recognition | |
| Chan Hee Song, Dawn Lawrie, Tim Finin, James Mayfield |
Special Track on Artificial Intelligence in Healthcare Informatics
| Not All Samples are Equal: Class Dependent Hierarchical Multi-Task Learning for Patient Diagnosis Classification | |
| Salim Malakouti, Milos Hauskrecht |
Special Track on Autonomous Robots and Agents
| Energy-Aware Path Planning for Autonomous Mobile Robot Navigation | |
| Renan Maidana, Roger Granada, Darlan Jurak, Maurício Magnaguagno, Felipe Meneguzzi, Alexandre Amory |
| Improving Multi-Agent System Coordination Via Intensity Variation | |
| David H. Mathias, Annie S. Wu, Laik Ruetten, Eric Coursin |
| Model-Free Reinforcement Learning Approach for Leader-Follower Formation Using Nonholonomic Mobile Robots | |
| Md Suruz Miah, Amr Elhussein, Fazel Keshtkar, Mohammed Abouheaf |
| Recreating Bat Behavior on Quad-Rotor UAVs—A Simulation Approach | |
| M. Hassan Tanveer, Antony Thomas, Xiaowei Wu, Rolf Müller, Pratap Tokekar, Hongxiao Zhu |
| Effects of Response Threshold Distribution on Dynamic Division of Labor in Decentralized Swarms | |
| Annie S. Wu, David H. Mathias, Joseph P. Giordano, Anthony Hevia |
| Discovering Hierarchies for Reinforcement Learning Using Data Mining | |
| Dave Mobley, Judy Goldsmith, Brent Harrison |
Special Track on Case-Based Reasoning
| Case-Based Explanations and Goal Specific Resource Estimations | |
| Venkatsampath Raja Gogineni, Sravya Kondrakunta, Matthew Molineaux, Michael T. Cox |
| On the Explanation of Similarity for Developing and Deploying CBR Systems | |
| Kerstin Bach, Paul Jarle Mork |
| Deep Feature Extraction for Representing and Classifying Time Series Cases: Towards an Interpretable Approach in Haemodialysis | |
| Giorgio Leonardi, Stefania Montani, Manuel Striani |
Special Track on Intelligent Learning Technologies
| Detecting Trait versus Performance Student Behavioral Patterns Using Discriminative Non-Negative Matrix Factorization | |
| Mehrdad Mirzaei, Shaghayegh Sahebi, Peter Brusilovsky |
| Query-Based Generation of Trigonometric Identity Problems and Solutions | |
| Meredith Pearce, Jonathan McKinney, Chris Alvin |
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 |
| Learning Picture Languages Represented as Strings | |
| David Kuboñ, František Mráz |
Special Track on Spoken Language Processing and Conversational Systems
| Context-Centric Approach in Paralinguistic Affect Recognition System | |
| Andreas Marpaung, Avelino Gonzalez |
Special Track on Uncertain Reasoning
| Social Pooling of Beliefs and Values with Desirability | |
| Arianna Casanova, Enrique Miranda, Marco Zaffalon |
| MCMC-Based Learning of Finite Bivariate Beta Mixture Models | |
| Maryam Rasti, Narges Manouchehri, Nizar Bouguila |