Artificial Intelligence Applied to Assistive Technologies and Smart Environments
| Analysis and Knowledge Discovery of Moving Objects Equipped with RFID Tags | |
| Kevin Bouchard, Sebastien Gaboury, Tarik Moutacalli, Bruno Bouchard, Abdenour Bouzouane |
| A Multiagent Approach to Personalization and Assistance to Multiple Persons in a Smart Home | |
| Sylvain Giroux, Matthieu Castebrunet, Olivier Boissier, Vincent Rialle |
| Self-Reconfigurable Control, Application to Smart Environments | |
| Sébastien Guillet, Bruno Bouchard, Abdenour Bouzouane |
| Activity Prediction Based on Tme Series Forcasting | |
| Mohamed Tarik Moutacalli, Kevin Bouchard, Abdenour Bouzouane, Bruno Bouchard |
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 |
Computer Poker and Imperfect Information
| Regret Transfer and Parameter Optimization | |
| Noam Brown, Tuomas Sandholm |
| Search in Imperfect Information Games Using Online Monte Carlo Counterfactual Regret Minimization | |
| Marc Lanctot, Viliam Lisy, Michael Bowling |
Discovery Informatics
| “Its All Made Up” — Why We Should Stop Building Representations Based on Interpretive Models and Focus on Experimental Evidence Instead | |
| Gully APC Burns, Hans Chalupsky |
| Towards a Content-Based Material Science Discovery Network | |
| Emily C. LeBlanc, Marcello Balduccini, William C. Regli |
| Semantically Integrating Biomedical Databases to Support Inference | |
| Kevin M. Livingston, Michael Bada, William A. Baumgartner, Lawrence E. Hunter |
Intelligent Cinematography and Editing
| Organizers | |
| Rémi Ronfard, Paolo Burelli, Arnav Jhala |
| Multi-Modal Analysis of Movies for Rhythm Extraction | |
| Devon Bates, Arnav Jhala |
| A Virtual Director Inspired by Real Directors | |
| Billal Merabti, Marc Christie, Kadi Bouatouch |
Machine Learning for Interactive Systems
| 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 |
| Learning Social Interaction from the Wizard: A Proposal | |
| W. Bradley Knox, Samuel Spaulding, Cynthia Breazeal |
Modern Artificial Intelligence for Health Analytics
| Classification of Resting State fMRI Datasets Using Dynamic Network Clusters | |
| Hyo Yul Byun, James J. Lu, Helen S. Mayberg, Cengiz Günay |
| Quantifying Uncertainty in Batch Personalized Sequential Decision Making | |
| Vukosi Ntsakisi Marivate, Jessica Chemali, Emma Brunskill, Michael Littman |
| A Machine Learning Approach to Predicting Blood Glucose Levels for Diabetes Management | |
| Kevin Plis, Razvan Bunescu, Cindy Marling, Jay Shubrook, Frank Schwartz |
Multiagent Interaction without Prior Coordination
| Preface | |
| Stefano Albrecht, Samuel Barrett, Jacob Crandall, Somchaya Liemhetcharat |
| Cooperating with Unknown Teammates in Robot Soccer | |
| Samuel Barrett, Peter Stone |
| Program Equilibrium in the Prisoner's Dilemma via Löb's Theorem | |
| Patrick LaVictoire, Benja Fallenstein, Eliezer Yudkowsky, Mihaly Barasz, Paul Christiano, Marcello Herreshoff |
| A Dynamic Coordination Approach for Task Allocation in Disaster Environments under Spatial and Communicational Constraints | |
| Xing Su, Minjie Zhang, Quan Bai, Dayong Ye |
Multidisciplinary Workshop on Advances in Preference Handling
| Organizers | |
| Darius Braziunas |
| Preface | |
| Darius Braziunas, Markus Endres, K. Brent Venable, Paul Weng, Lirong Xia |
| The Likelihood of Structure in Preference Profiles | |
| Marie-Louise Bruner, Martin Lackner |
| Human and Computer Preferences at Chess | |
| Kenneth Wingate Regan, Tamal Biswas, Jason Zhou |
Semantic Cities: Beyond Open Data to Models, Standards and Reasoning
| On Demand SPARQL Extension: a Case Study of Extending Geo-SPARQL for Sensor Data Exploration in Semantic Cities | |
| Snehasis Banerjee, Debnath Mukherjee |
Statistical Relational AI
| Efficient Markov Logic Inference for Natural Language Semantics | |
| Islam Beltagy, Raymond J. Mooney |
| 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 |
| Relational Logistic Regression: The Directed Analog of Markov Logic Networks | |
| Seyed Mehran Kazemi, David Buchman, Kristian Kersting, Sriraam Natarajan, David Poole |
| Solving Distributed Constraint Optimization Problems Using Ranks | |
| Mihaela Verman, Philip Stutz, Abraham Bernstein |
The World Wide Web and Public Health Intelligence
| Organizers | |
| David L. Buckeridge |
| Preface | |
| Arash Shaban-Nejad, David L. Buckeridge, John S. Brownstein |
| HealthTweets.org: A Platform for Public Health Surveillance Using Twitter | |
| Mark Dredze, Renyuan Cheng, Michael J Paul, David Broniatowski |
| Using Dynamic Bayesian Networks for Incorporating Non-Traditional Data Sources in Public Health Surveillance | |
| Masoumeh Izadi, Katia Charland, David Buckeridge |