Presentations and Authors


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AI and the Web

Efficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling PDF
Takuya Akiba, Takanori Hayashi, Nozomi Nori, Yoichi Iwata, Yuichi Yoshida
Inferring Same-As Facts from Linked Data: An Iterative Import-by-Query Approach PDF
Mustafa Al-Bakri, Manuel Atencia, Steffen Lalande, Marie-Christine Rousset
A Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem PDF
Sigal Sina, Avi Rosenfeld, Sarit Kraus, Navot Akiva

Applications

Person Identification Using Anthropometric and Gait Data from Kinect Sensor PDF
Virginia Ortiz Andersson, Ricardo Matsumura Araujo

Cognitive Systems

Heuristic Induction of Rate-Based Process Models PDF
Pat Langley, Adam Arvay

Computational Sustainability and AI

Influence-Driven Model for Time Series Prediction from Partial Observations PDF
Saima Aman, Charalampos Chelmis, Viktor K. Prasanna

Game Playing and Interactive Entertainment

Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games PDF
Umair Z. Ahmed, Krishnendu Chatterjee, Sumit Gulwani

Game Theory and Economic Paradigms

Assessing the Robustness of Cremer-McLean with Automated Mechanism Design PDF
Michael Albert, Vincent Conitzer, Giuseppe Lopomo
Online Learning and Profit Maximization from Revealed Preferences PDF
Kareem Amin, Rachel Cummings, Lili Dworkin, Michael Kearns, Aaron Roth
Approximating Optimal Social Choice under Metric Preferences PDF
Elliot Anshelevich, Onkar Bhardwaj, John Postl
Justified Representation in Approval-Based Committee Voting PDF
Haris Aziz, Markus Brill, Vincent Conitzer, Edith Elkind, Rupert Freeman, Toby Walsh
A Mechanism Design Approach to Measure Awareness PDF
Diodato Ferraioli, Carmine Ventre, Gabor Aranyi
Security Games with Protection Externalities PDF
Jiarui Gan, Bo An, Yevgeniy Vorobeychik
Envy-Free Cake-Cutting in Two Dimensions PDF
Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann

Heuristic Search and Optimization

Optimal Column Subset Selection by A-Star Search PDF
Hiromasa Arai, Crystal Maung, Haim Schweitzer
Reusing Previously Found A* Paths for Fast Goal-Directed Navigation in Dynamic Terrain PDF
Carlos Hernandez, Roberto Asin, Jorge A Baier
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization PDF
Danny Munera, Daniel Diaz, Salvador Abreu, Francesca Rossi, Vijay Saraswat, Philippe Codognet

Knowledge Representation and Reasoning

Ontology Module Extraction via Datalog Reasoning PDF
Ana Armas Romero, Mark Kaminski, Bernardo Cuenca Grau, Ian Horrocks
Tractable Interval Temporal Propositional and Description Logics PDF
Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov, Michael Zakharyaschev
Exploiting Parallelism for Hard Problems in Abstract Argumentation PDF
Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotirios Batsakis, Massimiliano Giacomin, Grigoris Antoniou
A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding PDF
Akshaya Thippur, Chris Burbridge, Lars Kunze, Marina Alberti, John Folkesson, Patric Jensfelt, Nick Hawes

Machine Learning Applications

Variational Inference for Nonparametric Bayesian Quantile Regression PDF
Sachinthaka Abeywardana, Fabio Ramos
Sample-Targeted Clinical Trial Adaptation PDF
Ognjen Arandjelovic
Automatic Assessment of OCR Quality in Historical Documents PDF
Anshul Gupta, Ricardo Gutierrez-Osuna, Matthew Christy, Boris Capitanu, Loretta Auvil, Liz Grumbach, Richard Furuta, Laura Mandell
PD Disease State Assessment in Naturalistic Environments Using Deep Learning PDF
Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz
Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series PDF
George D. Montanez, Saeed Amizadeh, Nikolay Laptev

Multiagent Systems

An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types PDF
Stefano Vittorino Albrecht, Jacob William Crandall, Subramanian Ramamoorthy
Scalable Planning and Learning for Multiagent POMDPs PDF
Christopher Amato, Frans A Oliehoek
Multi-Agent Pathfinding as a Combinatorial Auction PDF
Ofra Amir, Guni Sharon, Roni Stern
Distributing Coalition Value Calculations to Coalition Members PDF
Luke Riley, Katie Atkinson, Paul E. Dunne, Terry R. Payne

NLP and Knowledge Representation

Automatically Creating a Large Number of New Bilingual Dictionaries PDF
Khang Nhut Lam, Feras Al Tarouti, Jugal Kalita

NLP and Text Mining

Target-Dependent Churn Classification in Microblogs PDF
Hadi Amiri, Hal Daume III
Using Frame Semantics for Knowledge Extraction from Twitter PDF
Anders Søgaard, Barbara Plank, Hector Martinez Alonso

Novel Machine Learning Algorithms

A Probabilistic Covariate Shift Assumption for Domain Adaptation PDF
Tameem Adel, Alexander Wong
Efficient Active Learning of Halfspaces via Query Synthesis PDF
Ibrahim Alabdulmohsin, Xin Gao, Xiangliang Zhang
Budgeted Prediction with Expert Advice PDF
Kareem Amin, Satyen Kale, Gerald Tesauro, Deepak Turaga
Model-Based Reinforcement Learning in Continuous Environments Using Real-Time Constrained Optimization PDF
Olov Andersson, Fredrik Heintz, Patrick Doherty
Learning Relational Kalman Filtering PDF
Jaesik Choi, Eyal Amir, Tianfang Xu, Albert J. Valocchi
Graph-Sparse LDA: A Topic Model with Structured Sparsity PDF
Finale Doshi-Velez, Byron C. Wallace, Ryan Adams
V-MIN: Efficient Reinforcement Learning through Demonstrations and Relaxed Reward Demands PDF
David Martínez, Guillem Alenyà, Carme Torras
SP-SVM: Large Margin Classifier for Data on Multiple Manifolds PDF
Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan P. Allebach

Planning and Scheduling

Tractable Cost-Optimal Planning over Restricted Polytree Causal Graphs PDF
Meysam Aghighi, Peter Jonsson, Simon Ståhlberg
Efficient Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems PDF
Eric A. Hansen, Ibrahim Abdoulahi
A Generalization of Sleep Sets Based on Operator Sequence Redundancy PDF
Robert C. Holte, Yusra Alkhazraji, Martin Wehrle
Tractability of Planning with Loops PDF
Siddharth Srivastava, Shlomo Zilberstein, Abhishek Gupta, Pieter Abbeel, Stuart Russell

Reasoning under Uncertainty

Loss-Calibrated Monte Carlo Action Selection PDF
Ehsan Abbasnejad, Justin Domke, Scott Sanner
Solving Uncertain MDPs with Objectives that Are Separable over Instantiations of Model Uncertainty PDF
Yossiri Adulyasak, Pradeep Varakantham, Asrar Ahmed, Patrick Jaillet
Linear-Time Gibbs Sampling in Piecewise Graphical Models PDF
Hadi Mohasel Afshar, Scott Sanner, Ehsan Abbasnejad
Stable Model Counting and Its Application in Probabilistic Logic Programming PDF
Rehan Abdul Aziz, Geoffrey Chu, Christian Muise, Peter James Stuckey

Robotics

This Time the Robot Settles for a Cost: A Quantitative Approach to Temporal Logic Planning with Partial Satisfaction PDF
Morteza Lahijanian, Shaull Almagor, Dror Fried, Lydia E. Kavraki, Moshe Y. Vardi
Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web PDF
Yezhou Yang, Yi Li, Cornelia Fermuller, Yiannis Aloimonos

Senior Member Papers

Speech Adaptation in Extended Ambient Intelligence Environments PDF
Bonnie J. Dorr, Lucian Galescu, Ian Perera, Kristy Hollingshead-Seitz, David Atkinson, Micah Clark, William Clancey, Yorick Wilks, Eric Fosler-Lussier

Student Abstracts

A Succinct Conceptualization of the Foundations for a Network Organization Paradigm PDF
Saad Alqithami

Demonstrations

Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling PDF
Maxime Guériau, Romain Billot, Nour-Eddin El Faouzi, Salima Hassas, Frédéric Armetta
Visualization Techniques for Topic Model Checking PDF
Jaimie Murdock, Colin Allen
The Network Data Repository with Interactive Graph Analytics and Visualization PDF
Ryan Rossi, Nesreen Ahmed
Inferring Latent User Properties from Texts Published in Social Media PDF
Svitlana Volkova, Yoram Bachrach, Michael Armstrong, Vijay Sharma


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