Presentations and Authors


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Track:
 

Artificial Intelligence and the Web

SPARQL Query Containment Under SHI Axioms PDF
Melisachew Wudage Chekol, Jérôme Euzenat, Pierre Genevès, Nabil Layaïda
Quality Expectation-Variance Tradeoffs in Crowdsourcing Contests PDF
Xi Alice Gao, Yoram Bachrach, Peter Key, Thore Graepel
Adaptive Polling for Information Aggregation PDF
Thomas Pfeiffer, Xi Alice Gao, Yiling Chen, Andrew Mao, David G. Rand

Computational Sustainability and Artificial Intelligence

Learning Non-Stationary Space-Time Models for Environmental Monitoring PDF
Sahil Garg, Amarjeet Singh, Fabio Ramos
Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults PDF
Michael Alan Osborne, Roman Garnett, Kevin Swersky, Nando de Freitas
Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types PDF
Oliver Parson, Siddhartha Ghosh, Mark Weal, Alex Rogers
Improving Hybrid Vehicle Fuel Efficiency Using Inverse Reinforcement Learning PDF
Adam Vogel, Deepak Ramachandran, Rakesh Gupta, Antoine Raux

Constraints, Satisfiability, and Search

Filtering Decomposable Global Cost Functions PDF
David Allouche, Christian Bessiere, Patrice Boizumault, Simon de Givry, Patricia Gutierrez, Samir Loudni, Jean-Philippe Métivier, Thomas Schiex
Partial-Expansion A* with Selective Node Generation PDF
Ariel Felner, Meir Goldenberg, Guni Sharon, Roni Stern, Tal Beja, Nathan Sturtevant, Jonathan Schaeffer, Robert Holte
Don't Be Strict in Local Search! PDF
Serge Gaspers, Eun Jung Kim, Sebastian Ordyniak, Saket Saurabh, Stefan Szeider
From Streamlined Combinatorial Search to Efficient Constructive Procedures PDF
Ronan Le Bras, Carla Gomes, Bart Selman

Knowledge-Based Information Systems

Table Header Detection and Classification PDF
Jing Fang, Prasenjit Mitra, Zhi Tang, C. Lee Giles
Choosing Linguistics over Vision to Describe Images PDF
Ankush Gupta, Yashaswi Verma, C. V. Jawahar

Knowledge Representation and Reasoning

On Finding Optimal Polytrees PDF
Serge Gaspers, Mikko Koivisto, Mathieu Liedloff, Sebastian Ordyniak, Stefan Szeider
Equality-Friendly Well-Founded Semantics and Applications to Description Logics PDF
Georg Gottlob, André Hernich, Clemens Kupke, Thomas Lukasiewicz

Machine Learning

Clustering Documents Along Multiple Dimensions PDF
Sajib Dasgupta, Richard M. Golden, Vincent Ng
Convex Kernelized Sorting PDF
Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic
A Bayesian Approach to the Data Description Problem PDF
Alireza Ghasemi, Hamid R. Rabiee, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
Conservative and Greedy Approaches to Classification-Based Policy Iteration PDF
Mohammad Ghavamzadeh, Alessandro Lazaric
Efficient Multi-Stage Conjugate Gradient for Trust Region Step PDF
Pinghua Gong, Changshui Zhang
Classification of Sparse Time Series via Supervised Matrix Factorization PDF
Josif Grabocka, Alexandros Nanopoulos, Lars Schmidt-Thieme
Sparse Principal Component Analysis with Constraints PDF
Mihajlo Grbovic, Christopher Roger Dance, Slobodan Vucetic
Learning SVM Classifiers with Indefinite Kernels PDF
Suicheng Gu, Yuhong Guo
Ensemble Feature Weighting Based on Local Learning and Diversity PDF
Yun Li, Suyan Gao, Songcan Chen
Compressed Least-Squares Regression on Sparse Spaces PDF
Mahdi Milani Fard, Yuri Grinberg, Joelle Pineau, Doina Precup
Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching PDF
Pucktada Treeratpituk, C. Lee Giles
Semi-Supervised Kernel Matching for Domain Adaptation PDF
Min Xiao, Yuhong Guo

Multiagent Systems

Computing Equilibria with Two-Player Zero-Sum Continuous Stochastic Games with Switching Controller PDF
Guido Bonomi, Nicola Gatti, Fabio Panozzo, Marcello Restelli
Generalized Sampling and Variance in Counterfactual Regret Minimization PDF
Richard Gibson, Marc Lanctot, Neil Burch, Duane Szafron, Michael Bowling
Decision Support for Agent Populations in Uncertain and Congested Environments PDF
Pradeep Varakantham, Shih-Fen Cheng, Geoff Gordon, Asrar Ahmed

Multidisciplinary Topics

Strategic Advice Provision in Repeated Human-Agent Interactions PDF
Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman, Ya'akov Gal
Unsupervised Detection of Music Boundaries by Time Series Structure Features PDF
Joan Serrà, Meinard Müller, Peter Grosche, Josep Lluis Arcos
Automatically Generating Algebra Problems PDF
Rohit Singh, Sumit Gulwani, Sriram Rajamani

Natural-Language Processing

Emoticon Smoothed Language Models for Twitter Sentiment Analysis PDF
Kun-Lin Liu, Wu-Jun Li, Minyi Guo
Generating Coherent Summaries with Textual Aspects PDF
Renxian Zhang, Wenjie Li, Dehong Gao

Reasoning about Plans, Processes, and Actions

Action Selection for MDPs: Anytime AO* Versus UCT PDF
Blai Bonet, Hector Geffner
Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning PDF
Blai Bonet, Hector Geffner

Reasoning Under Uncertainty

Advances in Lifted Importance Sampling PDF
Vibhav Gogate, Abhay Jha, Deepak Venugopal

Spotlight

Relative Attributes for Enhanced Human-Machine Communication PDF
Devi Parikh, Adriana Kovashka, Amar Parkash, Kristen Grauman

Student Abstracts

Strategic Advice Provision in Repeated Human-Agent Interactions (Abstract) PDF
Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman, Ya'akov Gal
A New Operator for ABox Revision in DL-Lite PDF
Sibei Gao, Guilin Qi, Haofen Wang
Exploiting Shared Resource Dependencies in Spectrum Based Plan Diagnosis PDF
Shekhar Gupta, Nico Roos, Cees Witteveen, Bob Price, Johan DeKleer
Threats and Trade-Offs in Resource Critical Crowdsourcing Tasks Over Networks PDF
Swaprava Nath, Pankaj Dayama, Dinesh Garg, Y. Narahari, James Zou

Doctoral Consortium

Acquiring Domain Specific Knowledge and Coreference Cues for Coreference Resolution PDF
Nathan Gilbert


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