AI and Robotics
| Case-Based Behavior Adaptation Using an Inverse Trust Metric | |
| Michael Floyd, Michael Drinkwater, David Aha |
| PolicyBoost: Functional Policy Gradient with Ranking-based Reward Objective | |
| Yang Yu, Qing Da |
Cognitive Computing for Augmented Human Intelligence
| Language-Independent Ensemble Approaches to Metaphor Identification | |
| Jonathan Dunn, Jon Beltran de Heredia, Maura Burke, Lisa Gandy, Sergey Kanareykin, Oren Kapah, Matthew Taylor, Dell Hines, Ophir Frieder, David Grossman, Newton Howard, Moshe Koppel, Scott Morris, Andrew Ortony, Shlomo Argamon |
Discovery Informatics
| Ten Habits of Highly Effective Data | |
| Anita de Waard |
Intelligent Cinematography and Editing
| Robust Locally Weighted Regression for Aesthetically Pleasing Region-of-Interest Video Generatioin | |
| Daniel Jeffrey Couturier, Daniel DeTone, Homer Neal |
Machine Learning for Interactive Systems
| Preface | |
| Heriberto Cuayáhuitl, Lutz Frommberger, Nina Dethlefs, Martijn van Otterlo |
| An Automated Measure of MDP Similarity for Transfer in Reinforcement Learning | |
| Haitham Bou Ammar, Eric Eaton, Matthew E. Taylor, Decebal Constantin Mocanu, Kurt Driessens, Gerhard Weiss, Karl Tuyls |
Modern Artificial Intelligence for Health Analytics
| Preface | |
| Finale Doshi-Velez, David Kale, Byron Wallace, Jenna Wiens |
| Balancing Efficiency and Fairness in Dynamic Kidney Exchange | |
| John Paul Dickerson, Tuomas Sandholm |
| Detection of Behavior Change in People with Depression | |
| Afsaneh Doryab, Jun Ki Min, Jason Wiese, John Zimmerman, Jason Hong |
Multidisciplinary Workshop on Advances in Preference Handling
| Modeling Agent’s Preferences Based On Prospect Theory | |
| Paulo Andre Lima de Castro, Simon Parsons |
Semantic Cities: Beyond Open Data to Models, Standards and Reasoning
| Allocation of Pre-Kindergarten Seats in New York City | |
| Ravi Shroff, Richard Dunks, Jeongki Lim, Haozhe Wang, Miguel Castro |
| Building Pattern with Open Web APIs in E-Governance | |
| Biplav Srivastava, Jim Laredo, Shao Chun Li, Florian Pinel, Daniel Williams, Fang Quan Xie, Chih Yuan, Blaine Dolph |
Sequential Decision Making with Big Data
| Feature Reinforcement Learning: State of the Art | |
| Mayank Daswani, Peter Sunehag, Marcus Hutter |
| Thompson Sampling for Combinatorial Bandits and Its Application to Online Feature Selection | |
| Audrey Durand, Christian Gagné |
Statistical Relational AI
| Representation, Reasoning, and Learning for a Relational Influence Diagram Applied to a Real-Time Geological Domain | |
| Matthew C. Dirks, Andrew Csinger, Andrew Bamber, David Poole |
| Extending PSL with Fuzzy Quantifiers | |
| Golnoosh Farnadi, Stephan H. Bach, Marie-Francine Moens, Lise Getoor, Martine De Cock |
| Applying Marginal MAP Search to Probabilistic Conformant Planning: Initial Results | |
| Junkyu Lee, Radu Marinescu, Rina Dechter |
| Towards Adversarial Reasoning in Statistical Relational Domains | |
| Daniel Lowd, Brenton Lessley, Mino De Raj |
| Automated Debugging with Tractable Probabilistic Programming | |
| Aniruddh Nath, Pedro M. Domingos |
| Learning Tractable Statistical Relational Models | |
| Aniruddh Nath, Pedro M. Domingos |
| Tractable Probabilistic Knowledge Bases: Wikipedia and Beyond | |
| Mathias Niepert, Pedro Domingos |
| Explanation-Based Approximate Weighted Model Counting for Probabilistic Logics | |
| Joris Renkens, Angelika Kimmig, Guy Van den Broeck, Luc De Raedt |
| Efficient Probabilistic Inference for Dynamic Relational Models | |
| Jonas Vlasselaer, Wannes Meert, Guy Van den Broeck, Luc De Raedt |
The World Wide Web and Public Health Intelligence
| HealthTweets.org: A Platform for Public Health Surveillance Using Twitter | |
| Mark Dredze, Renyuan Cheng, Michael J Paul, David Broniatowski |
| Exploring Health Topics in Chinese Social Media: An Analysis of Sina Weibo | |
| Shiliang Wang, Michael J. Paul, Mark Dredze |