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

A Visual Analogy Approach to Source Case Retrieval in Robot Learning from Observation PDF
Tesca Fitzgerald, Keith McGreggor, Baris Akgun, Ashok K. Goel, Andrea L. Thomaz
Prediction Driven Behavior: Learning Predictions that Drive Fixed Responses PDF
Joseph Modayil, Richard S. Sutton
Bounded Expectations for Discrepancy Detection in Goal-Driven Autonomy PDF
Mark A. Wilson, James McMahon, David W. Aha

Artificial Intelligence Applied to Assistive Technologies and Smart Environments

Analysis and Knowledge Discovery of Moving Objects Equipped with RFID Tags PDF
Kevin Bouchard, Sebastien Gaboury, Tarik Moutacalli, Bruno Bouchard, Abdenour Bouzouane
Activity Prediction Based on Tme Series Forcasting PDF
Mohamed Tarik Moutacalli, Kevin Bouchard, Abdenour Bouzouane, Bruno Bouchard

Cognitive Computing for Augmented Human Intelligence

Preface PDF
Biplav Srivastava, Aurelie Lozano, Janusz Marecki, Irina Rish, Ruslan Salakhudtinov, Gerald Tesauro, Manuela Veloso
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

Using Computational Creativity to Guide Data-intensive Scientific Discovery PDF
Kazjon Grace, Mary Lou Maher

Intelligent Cinematography and Editing

A Virtual Director Inspired by Real Directors PDF
Billal Merabti, Marc Christie, Kadi Bouatouch
EduCam: Cinematic Vocabulary for Educational Videos PDF
Soja-Marie C Morgens, Arnav Jhala

Machine Learning for Interactive Systems

Training an Agent to Ground Commands with Reward and Punishment PDF
James MacGlashan, Michael Littman, Robert Loftin, Bei Peng, David Roberts, Matthew Taylor
Adapting Interaction Environments to Diverse Users through Online Action Set Selection PDF
M.M. Hassan Mahmud, Benjamin Rosman, Subramanian Ramamoorthy, Pushmeet Kohli

Modern Artificial Intelligence for Health Analytics

Classification of Resting State fMRI Datasets Using Dynamic Network Clusters PDF
Hyo Yul Byun, James J. Lu, Helen S. Mayberg, Cengiz Günay
Detection of Behavior Change in People with Depression PDF
Afsaneh Doryab, Jun Ki Min, Jason Wiese, John Zimmerman, Jason Hong
Quantifying Uncertainty in Batch Personalized Sequential Decision Making PDF
Vukosi Ntsakisi Marivate, Jessica Chemali, Emma Brunskill, Michael Littman
A Machine Learning Approach to Predicting Blood Glucose Levels for Diabetes Management PDF
Kevin Plis, Razvan Bunescu, Cindy Marling, Jay Shubrook, Frank Schwartz

Multidisciplinary Workshop on Advances in Preference Handling

Counting, Ranking, and Randomly Generating CP-Nets PDF
Thomas E. Allen, Judy Goldsmith, Nicholas Mattei
Computational Aspects of Multi-Winner Approval Voting PDF
Haris Aziz, Serge Gaspers, Joachim Gudmundsson, Simon Mackenzie, Nicholas Mattei, Toby Walsh
Fixing a Balanced Knockout Tournament PDF
Haris Aziz, Serge Gaspers, Simon Mackenzie, Nicholas Mattei, Paul Stursberg, Toby Walsh
Who is Watching You Eat? PDF
Judy Goldsmith, Nicholas Mattei, Robert H. Sloan
Aggregating Opinions to Design Energy-Efficient Buildings PDF
Leandro Soriano Marcolino, Boian Kolev, Samori Price, Sreerag Palangat Veetil, David Gerber, Josef Musil, Milind Tambe

Semantic Cities: Beyond Open Data to Models, Standards and Reasoning

Preface PDF
Mark Fox, Freddy Lecue, Sheila McIlraith, Biplav Srivastava, Rosario Uceda-Sosa
An Ontology for Ecological Urbanism. SUM+Ecology PDF
Berta Cormenzana, Ferran Fabregas, Maria-Cristina Marinescu, Monica Marrero, Salvador Rueda, Rosario Uceda-Sosa
Dexter: Plugging-n-Playing with Data Sources in your Browser PDF
Abhijeet Mohapatra, Sudhir Agarwal, Michael Genesereth
On Demand SPARQL Extension: a Case Study of Extending Geo-SPARQL for Sensor Data Exploration in Semantic Cities PDF
Snehasis Banerjee, Debnath Mukherjee

Sequential Decision Making with Big Data

Spectral Bandits for Smooth Graph Functions with Applications in Recommender Systems PDF
Tomáš Kocák, Michal Valko, Rémi Munos, Branislav Kveton, Shipra Agrawal
Surprise and Curiosity for Big Data Robotics PDF
Adam White, Joseph Modayil, Richard S. Sutton

Statistical Relational AI

Lifting Relational MAP-LPs using Cluster Signatures PDF
Udi Apsel, Kristian Kersting, Martin Mladenov
Efficient Markov Logic Inference for Natural Language Semantics PDF
Islam Beltagy, Raymond J. Mooney
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
Efficient Probabilistic Inference for Dynamic Relational Models PDF
Jonas Vlasselaer, Wannes Meert, Guy Van den Broeck, Luc De Raedt
ProPPR: Efficient First-Order Probabilistic Logic Programming for Structure Discovery, Parameter Learning, and Scalable Inference PDF
William Yang Wang, Kathryn Mazaitis, William W Cohen

The World Wide Web and Public Health Intelligence

Decision Support in Emergency Medical Systems: New Strategies for Dynamic Ambulance Allocation PDF
Niklas Meinzer, Sabine Storandt