Presentations and Authors

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AI and Robotics

Preface PDF
Alessandro Saffiotti, Nick Hawes, George Konidaris, Moritz Tenolth
A Tree-Based Algorithm for Construction Robots PDF
T. K. Satish Kumar, Sangmook Johnny Jung, Sven Koenig

Artificial Intelligence Applied to Assistive Technologies and Smart Environments

Healthcare Decision Support Systems at Home PDF
Tom Croonenborghs, Stijn Luca, Peter Karsmakers, Bart Vanrumste
Recognizing Blind Spot Check Activity with Car Drivers Based on Decision Tree Classifier Approach PDF
Colombiano Kedowide, Charles Gouin-Vallerand, Evelyne Vallieres
Context-Awareness to Increase Inclusion of People with DS in Society PDF
Dean Kramer, Juan Carlos Augusto, Tony Clark

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
Saliency Detection within a Deep Convolutional Architecture PDF
Yuetan Lin, Shu Kong, Donghui Wang, Yueting Zhuang

Intelligent Cinematography and Editing

Video Retargeting: Video Saliency and Optical Flow Based Hybrid Approach PDF
Cigdem Kocberber, Albert Ali Salah

Machine Learning for Interactive Systems

Adapting Interaction Environments to Diverse Users through Online Action Set Selection PDF
M.M. Hassan Mahmud, Benjamin Rosman, Subramanian Ramamoorthy, Pushmeet Kohli
Learning Social Interaction from the Wizard: A Proposal PDF
W. Bradley Knox, Samuel Spaulding, Cynthia Breazeal

Modern Artificial Intelligence for Health Analytics

Preface PDF
Finale Doshi-Velez, David Kale, Byron Wallace, Jenna Wiens
The Budgeted Biomarker Discovery Problem: A Variant of Association Studies PDF
Sheehan Khan, Russell Greiner
Crowdsourcing a Comprehensive Clinical Trial Repository PDF
Gert van Valkenhoef, Joël Kuiper

Multidisciplinary Workshop on Advances in Preference Handling

Grouping Queries with SV-Semantics in Preference SQL PDF
Markus Endres, Patrick Roocks, Manuel Huber, Werner Kießling
Aggregating Opinions to Design Energy-Efficient Buildings PDF
Leandro Soriano Marcolino, Boian Kolev, Samori Price, Sreerag Palangat Veetil, David Gerber, Josef Musil, Milind Tambe
Uncovering Response Biases in Recommendation PDF
Kyung-Wha Park, Byoung-Hee Kim, Tae-Suh Park, Byoung-Tak Zhang

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
Matroid Bandits: Practical Large-Scale Combinatorial Bandits PDF
Branislav Kveton, Zheng Wen, Azin Ashkan, Hoda Eydgahi

Statistical Relational AI

Preface PDF
Guy Van den Broeck, Kristian Kersting, Sriraam Natarajan, David Poole
Lifting Relational MAP-LPs using Cluster Signatures PDF
Udi Apsel, Kristian Kersting, Martin Mladenov
Relational Logistic Regression: The Directed Analog of Markov Logic Networks PDF
Seyed Mehran Kazemi, David Buchman, Kristian Kersting, Sriraam Natarajan, David Poole
Classification from One Class of Examples for Relational Domains PDF
Tushar Khot, Sriraam Natarajan, Jude Shavlik
A Deeper Empirical Analysis of CBP Algorithm: Grounding Is the Bottleneck PDF
Shrutika Poyrekar, Sriraam Natarajan, Kristian Kersting
Explanation-Based Approximate Weighted Model Counting for Probabilistic Logics PDF
Joris Renkens, Angelika Kimmig, Guy Van den Broeck, Luc De Raedt