Presentations and Authors

Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All

AI and Robotics

Case-Based Behavior Adaptation Using an Inverse Trust Metric PDF
Michael Floyd, Michael Drinkwater, David Aha
PolicyBoost: Functional Policy Gradient with Ranking-based Reward Objective PDF
Yang Yu, Qing Da

Cognitive Computing for Augmented Human Intelligence

Language-Independent Ensemble Approaches to Metaphor Identification PDF
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 PDF
Anita de Waard

Intelligent Cinematography and Editing

Robust Locally Weighted Regression for Aesthetically Pleasing Region-of-Interest Video Generatioin PDF
Daniel Jeffrey Couturier, Daniel DeTone, Homer Neal

Machine Learning for Interactive Systems

Preface PDF
Heriberto Cuayáhuitl, Lutz Frommberger, Nina Dethlefs, Martijn van Otterlo
An Automated Measure of MDP Similarity for Transfer in Reinforcement Learning PDF
Haitham Bou Ammar, Eric Eaton, Matthew E. Taylor, Decebal Constantin Mocanu, Kurt Driessens, Gerhard Weiss, Karl Tuyls

Modern Artificial Intelligence for Health Analytics

Preface PDF
Finale Doshi-Velez, David Kale, Byron Wallace, Jenna Wiens
Balancing Efficiency and Fairness in Dynamic Kidney Exchange PDF
John Paul Dickerson, Tuomas Sandholm
Detection of Behavior Change in People with Depression PDF
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 PDF
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 PDF
Ravi Shroff, Richard Dunks, Jeongki Lim, Haozhe Wang, Miguel Castro
Building Pattern with Open Web APIs in E-Governance PDF
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 PDF
Mayank Daswani, Peter Sunehag, Marcus Hutter
Thompson Sampling for Combinatorial Bandits and Its Application to Online Feature Selection PDF
Audrey Durand, Christian Gagné

Statistical Relational AI

Representation, Reasoning, and Learning for a Relational Influence Diagram Applied to a Real-Time Geological Domain PDF
Matthew C. Dirks, Andrew Csinger, Andrew Bamber, David Poole
Extending PSL with Fuzzy Quantifiers PDF
Golnoosh Farnadi, Stephan H. Bach, Marie-Francine Moens, Lise Getoor, Martine De Cock
Applying Marginal MAP Search to Probabilistic Conformant Planning: Initial Results PDF
Junkyu Lee, Radu Marinescu, Rina Dechter
Towards Adversarial Reasoning in Statistical Relational Domains PDF
Daniel Lowd, Brenton Lessley, Mino De Raj
Automated Debugging with Tractable Probabilistic Programming PDF
Aniruddh Nath, Pedro M. Domingos
Learning Tractable Statistical Relational Models PDF
Aniruddh Nath, Pedro M. Domingos
Tractable Probabilistic Knowledge Bases: Wikipedia and Beyond PDF
Mathias Niepert, Pedro Domingos
Explanation-Based Approximate Weighted Model Counting for Probabilistic Logics PDF
Joris Renkens, Angelika Kimmig, Guy Van den Broeck, Luc De Raedt
Efficient Probabilistic Inference for Dynamic Relational Models PDF
Jonas Vlasselaer, Wannes Meert, Guy Van den Broeck, Luc De Raedt

The World Wide Web and Public Health Intelligence A Platform for Public Health Surveillance Using Twitter PDF
Mark Dredze, Renyuan Cheng, Michael J Paul, David Broniatowski
Exploring Health Topics in Chinese Social Media: An Analysis of Sina Weibo PDF
Shiliang Wang, Michael J. Paul, Mark Dredze