IJCAI-11

July 19-22, 2011

Plennary Room (CCIB)

Throughout the technical program, there is a track of Best Papers from related sister conferences. This track is designed to celebrate the best work in AI, to give the work exposure to a wider and more general audience, and to help tackle the splintering of the AI community into separate discipline conferences.

Title	Authors	Conference
GUARDS - Innovative Application of Game Theory for National Airport Security	James Pita, Milind Tambe, Christopher Kiekintveld, Shane Cullen, Erin Steigerwald	AAMAS 2011
Incentive Engineering for Boolean Games	Ulle Endriss, Sarit Kraus, Jérôme Lang, Michael Wooldridge	AAMAS 2011
Ties Matter: Complexity of Voting Manipulation Revisited	Svetlana Obraztsova, Edith Elkind, Noam Hazon	AAMAS 2011
A Transitivity Aware Matrix Factorization Model for Recommendation in Social Networks	Mohsen Jamali, Martin Ester	ACM Recommender 2009
Missing Data and Statistical Model Estimation	Benjamin M. Marlin, Richard S. Zemel, Sam T. Roweis, Malcolm Slaney	ACM Recommender 2009
Analysis of Adjective-Noun Word Pair Extraction Methods for Online Review Summarization	Koji Yatani, Michael Novati, Andrew Trusty, Khai N. Truong	CHI 2011
Flexible Tree Matching	Ranjitha Kumar, Jerry O. Talton, Salman Ahmad, Tim Roughgarden, Scott R. Klemmer	CHI 2011
Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage	Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian	CHI 2011
Learning Linear and Kernel Predictors with the 0-1 Loss Function	Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan	COLT 2010
Theoretical Justification of Popular Link Prediction Heuristics	Purnamrita Sarkar, Deepayan Chakrabarti, Andrew W. Moore	COLT 2010
A Flat Histogram Method for Computing the Density of States of Combinatorial Problems	Stefano Ermon, Carla Gomes, Bart Selman	CP 2010
Cognitive assistance for persons with disabilities	Cristina Urdiales	ECCAI 2011 Dissertation Award
A Geometric View of Conjugate Priors	Arvind Agarwal, Hal Daum	ECML PKDD 2010
Community Detection in Social Networks through Community Formation Games	Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang	ECML PKDD 2010
Mind the Eigen-Gap, or How to Accelerate Semi-Supervised Spectral Learning Algorithms	Dimitrios Mavroeidis	ECML PKDD 2010
WSABIE: Scaling Up to Large Vocabulary Image Annotation	Jason Weston, Samy Bengio, Nicolas Usunier	ECML PKDD 2010
Measuring the Good and the Bad in Inconsistent Information	John Grant, Anthony Hunter	ECSQARU 2011
Active Exploration for Robust Object Detection	Javier Velez, Garrett Hemann, Albert S. Huang, Ingmar Posner, Nicholas Roy	ICAPS 2011
Automatic Construction of Efficient Multiple Battery Usage Policies	Maria Fox, Derek Long, Daniele Magazzeni	ICAPS 2011
An Algorithm for Adapting Cases Represented in ALC	Julien Cojan, Jean Lieber	ICCBR 2010
Enhancing Case Adaptation with Introspective Reasoning and Web Mining	David Leake, Jay Powell	ICCBR 2010
Exploring Protein Fragment Assembly Using CLP	Alessandro Dal Palu, Agostino Dovier, Federico Foolari, Enrico Pontelli	ICLP 2010
Translation-Based Constraint Answer Set Solving	Christian Drescher, Toby Walsh	ICLP 2010
Knowledge Derived From Wikipedia For Computing Semantic Relatedness	Simone Ponzetto, Michael Strube	IJCAI-JAIR Best Paper 2010
SATzilla: Portfolio-based Algorithm Selection for SAT	Lin Xu, Frank Hutter, Holger Hoos, Kevin Leyton-Brown	IJCAI-JAIR Best Paper 2010
Approximate Policy Iteration with a Policy Language Bias: Solving Relational Markov Decision Processes	Alan Fern, Sungwook Yoon, Robert Givan	IJCAI-JAIR Best Paper 2011
Computationally Feasible VCG Mechanisms	Noam Nisan, Amir Ronen	IJCAI-JAIR Best Paper 2011
A Framework for Longitudinal Influence Measurement between Communication Content and Social Network	Shenghui Wang, Paul Groth	ISWC 2010
An On-Line Algorithm for Semantic Forgetting	Heather S. Packer, Nicholas Gibbins, Nicholas R. Jennings	ISWC 2010
picoTrans: Using Pictures as Input for Machine Translation on Mobile Devices	Andrew Finch, Wei Song, Kumiko Tanaka-Ishii, Eiichiro Sumita	IUI 2011
Efficient Rule-Based Inferencing for OWL EL	Markus Krötzsch	JELIA 2010
Finite Model Computation via Answer Set Programming	Martin Gebser, Orkunt Sabuncu, Torsten Schaub	JELIA 2010
Connecting the Dots between News Articles	Dafna Shahaf, Carlos Guestrin	KDD 2010
Large Linear Classification When Data Cannot Fit in Memory	Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin	KDD 2010
A Correctness Result for Reasoning about One-Dimensional Planning Problems	Yuxiao Hu, Hector J. Levesque	KR 2010
The Combined Approach to Ontology-Based Data Access	Roman Kontchakov, Carsten Lutz, David Toman, Frank Wolter, Michael Zakharyaschev	KR 2010
Pushing Efficient Evaluation of HEX Programs by Modular Decomposition	Thomas Eiter, Michael Fink, Giovambattista Ianni, Thomas Krennwallner, Peter Schuller	LPNMR 2011
Adaptive Data Compression for Robot Perception	Mike Smith, Ingmar Posner, Paul Newman	RSS 2010
Reinforcement Learning to Adjust Robot Movements to New Situations	Jens Kober, Erhan Oztop, Jan Peters	RSS 2010
Norm Compliance of Rule-Based Cognitive Agents	Antonino Rotolo	RuleML 2011
Reasoning and Proofing Services for Semantic Web Agents	Kalliopi Kravari, Konstantinos Papatheodorou, Grigoris Antoniou, Nick Bassiliades	RuleML 2011
RuleML for Object-Relational Knowledge Representation on the Web	Harold Boley	RuleML-2011
Lower Bounds for Width-Restricted Clause Learning on Formulas of Small Width	Eli Ben-Sasson, Jan Johannsen	SAT 2010
A Critical Evaluation of Machine Learning in Algorithm Selection for Search Problems	Lars Kotthoff, Ian Gent and Ian Miguel	SOCS 2011
All PSPACE-complete Planning Problems are Equal but some are more Equal than Others	Christer Bäckström and Peter Jonsson	SOCS 2011
Sum of Us: Strategyproof Selection from the Selectors	Noga Alon, Felix Fischer, Ariel Procaccia, Moshe Tennenholtz	TARK 2011
Generalised Wishart Processes	Andrew Wilson, Zoubin Ghahramani	UAI 2011
Sum-Product Networks: A New Deep Architecture	Hoifung Poon, Pedro Domingos	UAI 2011
Evaluation of Group Profiling Strategies	Christophe Senot, Dimitre Kostadinov, Makram Bouzid, Jérôme Picault, Armen Aghasaryan	UMAP 2010

PROGRAM

INVITED SPEAKERS