21. IJCAI 2009:
Pasadena, California, USA
Craig Boutilier (Ed.):
IJCAI 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009.
2009
- Contents.

- Preface.

- IJCAI-09 Conference Organization.

- IJCAI-09 Sponsorship.

- IJCAI-09 Awards and Distinguished Papers.

- IJCAI-09 Keynote and Invited Speakers.

- Events Colocated with IJCAI-09.

- IJCAI Organization.

- AAAI Organization.

- Past IJCAI Conferences.

Invited Talks
- Cristina Conati:
Intelligent Tutoring Systems: New Challenges and Directions.
2-7

- Thomas G. Dietterich:
Machine Learning in Ecosystem Informatics and Sustainability.
8-13

- Luc Steels, Michael Spranger:
How Experience of the Body Shapes Language about Space.
14-19

- Qiang Yang:
Activity Recognition: Linking Low-level Sensors to High-level Intelligence.
20-25

Agent-based and Multiagent Systems
- Alon Altman, Ariel D. Procaccia, Moshe Tennenholtz:
Nonmanipulable Selections from a Tournament.
27-32

- Dimitrios Antos, Avi Pfeffer:
Using Reasoning Patterns to Help Humans Solve Complex Games.
33-39

- Radha-Krishna Balla, Alan Fern:
UCT for Tactical Assault Planning in Real-Time Strategy Games.
40-45

- Michael Benisch, Norman M. Sadeh, Tuomas Sandholm:
Methodology for Designing Reasonably Expressive Mechanisms with Application to Ad Auctions.
46-52

- Nadja Betzler, Susanne Hemmann, Rolf Niedermeier:
A Multivariate Complexity Analysis of Determining Possible Winners Given Incomplete Votes.
53-58

- Richard B. Borie, Craig A. Tovey, Sven Koenig:
Algorithms and Complexity Results for Pursuit-Evasion Problems.
59-66

- Sylvain Bouveret, Ulle Endriss, Jérôme Lang:
Conditional Importance Networks: A Graphical Language for Representing Ordinal, Monotonic Preferences over Sets of Goods.
67-72

- Ronen I. Brafman, Carmel Domshlak, Yagil Engel, Moshe Tennenholtz:
Planning Games.
73-78

- Simina Brânzei, Kate Larson:
Coalitional Affinity Games and the Stability Gap.
79-84

- Georgios Chalkiadakis, Edith Elkind, Nicholas R. Jennings:
Simple Coalitional Games with Beliefs.
85-90

- Federico Chesani, Paola Mello, Marco Montali, Paolo Torroni:
Commitment Tracking via the Reactive Event Calculus.
91-96

- Yann Chevaleyre, Jérôme Lang, Nicolas Maudet, Guillaume Ravilly-Abadie:
Compiling the Votes of a Subelectorate.
97-102

- Vincent Conitzer, Jérôme Lang, Lirong Xia:
How Hard Is It to Control Sequential Elections via the Agenda?
103-108

- Vincent Conitzer, Matthew Rognlie, Lirong Xia:
Preference Functions that Score Rankings and Maximum Likelihood Estimation.
109-115

- Quang Duong, Yevgeniy Vorobeychik, Satinder P. Singh, Michael P. Wellman:
Learning Graphical Game Models.
116-121

- Ulle Endriss, Maria Silvia Pini, Francesca Rossi, Kristen Brent Venable:
Preference Aggregation over Restricted Ballot Languages: Sincerity and Strategy-Proofness.
122-127

- Piotr Faliszewski, Edith Hemaspaandra, Lane A. Hemaspaandra:
Multimode Control Attacks on Elections.
128-133

- Valeria Fionda, Gianluigi Greco:
Charting the Tractability Frontier of Mixed Multi-Unit Combinatorial Auctions.
134-139

- Sam Ganzfried, Tuomas Sandholm:
Computing Equilibria in Multiplayer Stochastic Games of Imperfect Information.
140-146

- Gianluigi Greco, Enrico Malizia, Luigi Palopoli, Francesco Scarcello:
On the Complexity of Compact Coalitional Games.
147-152

- Joseph Y. Halpern, Rafael Pass:
Iterated Regret Minimization: A New Solution Concept.
153-158

- Erik Halvorson, Vincent Conitzer, Ronald Parr:
Multi-Step Multi-Sensor Hider-Seeker Games.
159-166

- Noam Hazon, Yonatan Aumann, Sarit Kraus:
Collaborative Multi Agent Physical Search with Probabilistic Knowledge.
167-174

- Laura M. Hiatt, Terry L. Zimmerman, Stephen F. Smith, Reid G. Simmons:
Strengthening Schedules through Uncertainty Analysis Agents.
175-180

- Manish Jain, Matthew E. Taylor, Milind Tambe, Makoto Yokoo:
DCOPs Meet the Real World: Exploring Unknown Reward Matrices with Applications to Mobile Sensor Networks.
181-186

- Ece Kamar, Eric Horvitz:
Collaboration and Shared Plans in the Open World: Studies of Ridesharing.
187

- Georgia Kastidou, Kate Larson, Robin Cohen:
Exchanging Reputation Information between Communities: A Payment-Function Approach.
195-200

- Akshat Kumar, Shlomo Zilberstein:
Event-Detecting Multi-Agent MDPs: Complexity and Constant-Factor Approximations.
201-207

- Sébastien Lahaie:
A Kernel Method for Market Clearing.
208-213

- Ivan Marsá-Maestre, Miguel A. López-Carmona, Juan R. Velasco, Takayuki Ito, Mark Klein, Katsuhide Fujita:
Balancing Utility and Deal Probability for Auction-Based Negotiations in Highly Nonlinear Utility Spaces.
214-219

- Reshef Meir, Ariel D. Procaccia, Jeffrey S. Rosenschein:
Strategyproof Classification with Shared Inputs.
220-225

- Kenichi Okuno, Kazuko Takahashi:
Argumentation System with Changes of an Agent's Knowledge Base.
226-232

- Abraham Othman, Tuomas Sandholm:
How Pervasive Is the Myerson-Satterthwaite Impossibility?
233-238

- Ariel D. Procaccia:
Thou Shalt Covet Thy Neighbor's Cake.
239-244

- Zinovi Rabinovich, Enrico Gerding, Maria Polukarov, Nicholas R. Jennings:
Generalised Fictitious Play for a Continuum of Anonymous Players.
245-250

- Iyad Rahwan, Kate Larson, Fernando A. Tohmé:
A Characterisation of Strategy-Proofness for Grounded Argumentation Semantics.
251-256

- Talal Rahwan, Tomasz P. Michalak, Nicholas R. Jennings, Michael Wooldridge, Peter McBurney:
Coalition Structure Generation in Multi-Agent Systems with Positive and Negative Externalities.
257-263

- Avi Rosenfeld, Sarit Kraus:
Modeling Agents through Bounded Rationality Theories.
264-271

- Amirali Salehi-Abari, Tony White:
Towards Con-Resistant Trust Models for Distributed Agent Systems.
272-277

- David Schnizlein, Michael H. Bowling, Duane Szafron:
Probabilistic State Translation in Extensive Games with Large Action Sets.
278-284

- Dafna Shahaf, Eric Horvitz:
Investigations of Continual Computation.
285-291

- Sebastian Stein, Enrico Gerding, Alex Rogers, Kate Larson, Nicholas R. Jennings:
Flexible Procurement of Services with Uncertain Durations using Redundancy.
292-298

- Ruben Stranders, Alessandro Farinelli, Alex Rogers, Nicholas R. Jennings:
Decentralised Coordination of Mobile Sensors Using the Max-Sum Algorithm.
299-304

- Evan Sultanik, Robert N. Lass, William C. Regli:
Dynamic Configuration of Agent Organizations.
305-311

- Pingzhong Tang, Fangzhen Lin:
Discovering Theorems in Game Theory: Two-Person Games with Unique Pure Nash Equilibrium Payoffs.
312-317

- Glenn Taylor, Michael Quist, Allen Hicken:
Acquiring Agent-Based Models of Conflict from Event Data.
318-323

- Toby Walsh:
Where Are the Really Hard Manipulation Problems? The Phase Transition in Manipulating the Veto Rule.
324-329

- Jens Witkowski:
Eliciting Honest Reputation Feedback in a Markov Setting.
330-335

- Lirong Xia, Vincent Conitzer:
Finite Local Consistency Characterizes Generalized Scoring Rules.
336-341

- Lirong Xia, Jérôme Lang:
A Dichotomy Theorem on the Existence of Efficient or Neutral Sequential Voting Correspondences.
342-347

- Lirong Xia, Michael Zuckerman, Ariel D. Procaccia, Vincent Conitzer, Jeffrey S. Rosenschein:
Complexity of Unweighted Coalitional Manipulation under Some Common Voting Rules.
348-353

- William Yeoh, Xiaoxun Sun, Sven Koenig:
Trading Off Solution Quality for Faster Computation in DCOP Search Algorithms.
354-360

- Chongjie Zhang, Victor R. Lesser, Prashant J. Shenoy:
A Multi-Agent Learning Approach to Online Distributed Resource Allocation.
361-366

- Dongmo Zhang:
Axiomatic Characterization of Task Oriented Negotiation.
367-372

- Xiaoming Zheng, Sven Koenig:
K-Swaps: Cooperative Negotiation for Solving Task-Allocation Problems.
373-379

Constraints, Satisfiability, and Search
- Spyros Angelopoulos, Alejandro López-Ortiz:
Interruptible Algorithms for Multi-Problem Solving.
380-386

- Carlos Ansótegui, Maria Luisa Bonet, Jordi Levy:
Towards Industrial-Like Random SAT Instances.
387-392

- Josep Argelich, Inês Lynce, João P. Marques Silva:
On Solving Boolean Multilevel Optimization Problemse.
393-398

- Gilles Audemard, Laurent Simon:
Predicting Learnt Clauses Quality in Modern SAT Solvers.
399-404

- Pranjal Awasthi, Tuomas Sandholm:
Online Stochastic Optimization in the Large: Application to Kidney Exchange.
405-411

- Christian Bessiere, George Katsirelos, Nina Narodytska, Toby Walsh:
Circuit Complexity and Decompositions of Global Constraints.
412-418

- Christian Bessiere, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Toby Walsh:
Decompositions of All Different, Global Cardinality and Related Constraints.
419-424

- Christian Bessiere, Thierry Petit, Bruno Zanuttini:
Making Bound Consistency as Effective as Arc Consistency.
425-430

- Yngvi Björnsson, Vadim Bulitko, Nathan R. Sturtevant:
TBA*: Time-Bounded A*.
431-436

- Zahy Bnaya, Ariel Felner, Solomon Eyal Shimony:
Canadian Traveler Problem with Remote Sensing.
437-442

- Lucas Bordeaux, Youssef Hamadi, Horst Samulowitz:
Experiments with Massively Parallel Constraint Solving.
443-448

- Ethan Burns, Seth Lemons, Rong Zhou, Wheeler Ruml:
Best-First Heuristic Search for Multi-Core Machines.
449-455

- Tristan Cazenave:
Nested Monte-Carlo Search.
456-461

- Khalil Challita:
Reasoning with Lines in the Euclidean Space.
462-467

- Raphaël Chenouard, Alexandre Goldsztejn, Christophe Jermann:
Search Strategies for an Anytime Usage of the Branch and Prune Algorithm.
468-473

- Paolo Ciancarini, Gian Piero Favini:
Monte Carlo Tree Search Techniques in the Game of Kriegspiel.
474-479

- P. Alex Dow, Richard E. Korf:
Duplicate Avoidance in Depth-First Search with Applications to Treewidth.
480-485

- Michael R. Fellows, Frances A. Rosamond, Fedor V. Fomin, Daniel Lokshtanov, Saket Saurabh, Yngve Villanger:
Local Search: Is Brute-Force Avoidable?
486-491

- Timothy Furtak, Michael Buro:
Minimum Proof Graphs and Fastest-Cut-First Search Heuristics.
492-498

- Youssef Hamadi, Saïd Jabbour, Lakhdar Sais:
Control-Based Clause Sharing in Parallel SAT Solving.
499-504

- Philip Henderson, Broderick Arneson, Ryan B. Hayward:
Solving 8x8 Hex.
505-510

- Eric Huang, Richard E. Korf:
New Improvements in Optimal Rectangle Packing.
511-516

- Ashiqur R. KhudaBukhsh, Lin Xu, Holger H. Hoos, Kevin Leyton-Brown:
SATenstein: Automatically Building Local Search SAT Solvers from Components.
517-524

- Matthew Kitching, Fahiem Bacchus:
Exploiting Decomposition on Constraint Problems with High Tree-Width.
525-531

- Matthew Kitching, Fahiem Bacchus:
Set Branching in Constraint Optimization.
532-537

- Richard E. Korf:
Multi-Way Number Partitioning.
538-543

- Lukas Kroc, Ashish Sabharwal, Carla P. Gomes, Bart Selman:
Integrating Systematic and Local Search Paradigms: A New Strategy for MaxSAT.
544-551

- Yat Chiu Law, Jimmy Ho-Man Lee, May H. C. Woo:
Variety Reasoning for Multiset Constraint Propagation.
552-558

- Jimmy Ho-Man Lee, Ka Lun Leung:
Towards Efficient Consistency Enforcement for Global Constraints in Weighted Constraint Satisfaction.
559-565

- David Lesaint, Deepak Mehta, Barry O'Sullivan, Luis Quesada, Nic Wilson:
A Soft Global Precedence Constraint.
566-571

- Jason Jingshi Li, Jinbo Huang, Jochen Renz:
A Divide-and-Conquer Approach for Solving Interval Algebra Networks.
572-577

- Michael J. Maher:
Open Contractible Global Constraints.
578-583

- Carsten Moldenhauer, Nathan R. Sturtevant:
Evaluating Strategies for Running from the Cops.
584-589

- Knot Pipatsrisawat, Adnan Darwiche:
A New d-DNNF-Based Bound Computation Algorithm for Functional E-MAJSAT.
590-595

- Luca Pulina, Armando Tacchella:
A Structural Approach to Reasoning with Quantified Boolean Formulas.
596-602

- Martí Sánchez, David Allouche, Simon de Givry, Thomas Schiex:
Russian Doll Search with Tree Decomposition.
603-608

- Nathan R. Sturtevant, Ariel Felner, Max Barrer, Jonathan Schaeffer, Neil Burch:
Memory-Based Heuristics for Explicit State Spaces.
609-614

- Xiaoxun Sun, William Yeoh, Sven Koenig:
Efficient Incremental Search for Moving Target Search.
615-620

- Richard J. Wallace, Diarmuid Grimes, Eugene C. Freuder:
Solving Dynamic Constraint Satisfaction Problems by Identifying Stable Features.
621-627

- Matthias Westphal, Stefan Wölfl:
Qualitative CSP, Finite CSP, and SAT: Comparing Methods for Qualitative Constraint-based Reasoning.
628-633

- Zhifu Zhang, Nathan R. Sturtevant, Robert C. Holte, Jonathan Schaeffer, Ariel Felner:
A* Search with Inconsistent Heuristics.
634-639

- Rong Zhou, Eric A. Hansen:
Combining Breadth-First and Depth-First Strategies in Searching for Treewidth.
640-645

- Inon Zuckerman, Ariel Felner, Sarit Kraus:
Mixing Search Strategies for Multi-Player Games.
646-652

Knowledge Representation, Reasoning, and Logic
- Rui Abreu, Peter Zoeteweij, Arjan J. C. van Gemund:
A New Bayesian Approach to Multiple Intermittent Fault Diagnosis.
653-658

- Natasha Alechina, Brian Logan, Nguyen Hoang Nga, Abdur Rakib:
A Logic for Coalitions with Bounded Resources.
659-664

- Leila Amgoud, Srdjan Vesic:
Repairing Preference-Based Argumentation Frameworks.
665-670

- Carlos Areces, Diego Figueira:
Which Semantics for Neighbourhood Semantics?
671-676

- Jean-François Baget, Michel Leclère, Marie-Laure Mugnier, Eric Salvat:
Extending Decidable Cases for Rules with Existential Variables.
677-682

- Pietro Baroni, Paul E. Dunne, Massimiliano Giacomin:
Computational Properties of Resolution-based Grounded Semantics.
683-689

- Michelle L. Blom, Adrian R. Pearce:
An Argumentation-Based Interpreter for Golog Programs.
690-695

- Piero A. Bonatti, Marco Faella, Luigi Sauro:
Defeasible Inclusions in Low-Complexity DLs: Preliminary Notes.
696-701

- Richard Booth, Thomas Andreas Meyer, Ivan José Varzinczak:
Next Steps in Propositional Horn Contraction.
702-707

- Stefano Borgo:
Euclidean and Mereological Qualitative Spaces: A Study of SCC and DCC.
708-713

- Diego Calvanese, Thomas Eiter, Magdalena Ortiz:
Regular Path Queries in Expressive Description Logics with Nominals.
714-720

- Mika Cohen, Mads Dam, Alessio Lomuscio, Hongyang Qu:
A Symmetry Reduction Technique for Model Checking Temporal-Epistemic Logic.
721-726

- Bernardo Cuenca Grau, Boris Motik, Yevgeny Kazakov:
Import-by-Query: Ontology Reasoning under Access Limitations.
727-732

- Johan de Kleer:
Diagnosing Multiple Persistent and Intermittent Faults.
733-738

- Francesco M. Donini, Simona Colucci, Tommaso Di Noia, Eugenio Di Sciascio:
A Tableaux-Based Method for Computing Least Common Subsumers for Expressive Description Logics.
739-745

- Phan Minh Dung, Phan Minh Thang:
A Unified Framework for Representation and Development of Dialectical Proof Procedures in Argumentation.
746-751

- Thomas Eiter, Michael Fink, Thomas Krennwallner:
Decomposition of Declarative Knowledge Bases with External Functions.
752-758

- Thomas Eiter, Carsten Lutz, Magdalena Ortiz, Mantas Simkus:
Query Answering in Description Logics with Transitive Roles.
759-764

- Thomas Eiter, Mantas Simkus:
Bidirectional Answer Set Programs with Function Symbols.
765-771

- Hélène Fargier, Pierre Marquis:
Knowledge Compilation Properties of Trees-of-BDDs, Revisited.
772-777

- Alexander Feldman, Gregory M. Provan, Arjan J. C. van Gemund:
FRACTAL: Efficient Fault Isolation Using Active Testing.
778-784

- Alexander Feldman, Gregory M. Provan, Arjan J. C. van Gemund:
Solving Strong-Fault Diagnostic Models by Model Relaxation.
785-790

- Alexander Felfernig, Gerhard Friedrich, Monika Schubert, Monika Mandl, Markus Mairitsch, Erich Teppan:
Plausible Repairs for Inconsistent Requirements.
791-796

- Paolo Ferraris, Joohyung Lee, Vladimir Lifschitz, Ravi Palla:
Symmetric Splitting in the General Theory of Stable Models.
797-803

- Mauro Javier Gómez Lucero, Carlos Iván Chesñevar, Guillermo Ricardo Simari:
On the Accrual of Arguments in Defeasible Logic Programming.
804-809

- Katsumi Inoue, Taisuke Sato, Masakazu Ishihata, Yoshitaka Kameya, Hidetomo Nabeshima:
Evaluating Abductive Hypotheses using an EM Algorithm on BDDs.
810-815

- Michael Jakl, Reinhard Pichler, Stefan Woltran:
Answer-Set Programming with Bounded Treewidth.
816-822

- Tae-Won Kim, Joohyung Lee, Ravi Palla:
Circumscriptive Event Calculus as Answer Set Programming.
823-829

- Boris Konev, Dirk Walther, Frank Wolter:
Forgetting and Uniform Interpolation in Large-Scale Description Logic Terminologies.
830-835

- Roman Kontchakov, Luca Pulina, Ulrike Sattler, Thomas Schneider, Petra Selmer, Frank Wolter, Michael Zakharyaschev:
Minimal Module Extraction from DL-Lite Ontologies Using QBF Solvers.
836-841

- Gerhard Lakemeyer, Hector J. Levesque:
A Semantical Account of Progression in the Presence of Defaults.
842-847

- Jérôme Lang, Jérôme Mengin:
The Complexity of Learning Separable ceteris paribus Preferences.
848-853

- Weiming Liu, Sanjiang Li, Jochen Renz:
Combining RCC-8 with Qualitative Direction Calculi: Algorithms and Complexity.
854-859

- Yongmei Liu, Gerhard Lakemeyer:
On First-Order Definability and Computability of Progression for Local-Effect Actions and Beyond.
860-866

- Emiliano Lorini, François Schwarzentruber:
A Logic for Reasoning about Counterfactual Emotions.
867-872

- Sanjay Modgil:
Labellings and Games for Extended Argumentation Frameworks.
873-878

- Bernhard Nebel, Jochen Renz:
A Fixed-Parameter Tractable Algorithm for Spatio-Temporal Calendar Management.
879-884

- Theodore Patkos, Dimitris Plexousakis:
Reasoning with Knowledge, Action and Time in Dynamic and Uncertain Domains.
885-890

- Guilin Qi, Jianfeng Du:
Model-based Revision Operators for Terminologies in Description Logics.
891-897

- Nicolás D. Rotstein, Martín O. Moguillansky, Guillermo Ricardo Simari:
Dialectical Abstract Argumentation: A Characterization of the Marking Criterion.
898-903

- Sebastian Sardiña, Giuseppe De Giacomo:
Composition of ConGolog Programs.
904-910

- Stephan Schiffel, Michael Thielscher:
Automated Theorem Proving for General Game Playing.
911-916

- Lutz Schröder, Dirk Pattinson, Clemens Kupke:
Nominals for Everyone.
917-922

- Inanç Seylan, Enrico Franconi, Jos de Bruijn:
Effective Query Rewriting with Ontologies over DBoxes.
923-925

- Tran Cao Son, Chiaki Sakama:
Negotiation Using Logic Programming with Consistency Restoring Rules.
930-935

- Thomas Ströder, Maurice Pagnucco:
Realising Deterministic Behavior from Multiple Non-Deterministic Behaviors.
936-941

- Eugenia Ternovska, David G. Mitchell:
Declarative Programming of Search Problems with Built-in Arithmetic.
942-947

- David Toman, Grant E. Weddell:
Applications and Extensions of PTIME Description Logics with Functional Constraints.
948-954

- Hans P. van Ditmarsch, Wiebe van der Hoek, Barteld P. Kooi:
Knowing More - From Global to Local Correspondence.
955-960

- Nic Wilson:
Efficient Inference for Expressive Comparative Preference Languages.
961-966

- Stefan Wölfl, Matthias Westphal:
On Combinations of Binary Qualitative Constraint Calculi.
967-973

Machine Learning
- Arvind Agarwal, Hal Daumé III:
Exponential Family Hybrid Semi-Supervised Learning.
974-979

- Takayuki Akiyama, Hirotaka Hachiya, Masashi Sugiyama:
Active Policy Iteration: Efficient Exploration through Active Learning for Value Function Approximation in Reinforcement Learning.
980-985

- Grant Anderson, Bernhard Pfahringer:
Relational Random Forests Based on Random Relational Rules.
986-991

- Javad Azimi, Xiaoli Fern:
Adaptive Cluster Ensemble Selection.
992-997

- Jacob Beal:
Self-Managing Associative Memory for Dynamic Acquisition of Expertise in High-Level Domains.
998-1003

- Benedikt Bollig, Peter Habermehl, Carsten Kern, Martin Leucker:
Angluin-Style Learning of NFA.
1004-1009

- Deng Cai, Xiaofei He, Xuanhui Wang, Hujun Bao, Jiawei Han:
Locality Preserving Nonnegative Matrix Factorization.
1010-1015

- Shuo Chen, Changshui Zhang:
Selecting Informative Universum Sample for Semi-Supervised Learning.
1016-1021

- Yutian Chen, Max Welling:
Bayesian Extreme Components Analysis.
1022-1027

- Jaedeug Choi, Kee-Eung Kim:
Inverse Reinforcement Learning in Partially Observable Environments.
1028-1033

- Ian Davidson:
Knowledge Driven Dimension Reduction for Clustering.
1034-1039

- Adam Drake, Dan Ventura:
Search Techniques for Fourier-Based Learning.
1040-1045

- Quanquan Gu, Jie Zhou:
Local Learning Regularized Nonnegative Matrix Factorization.
1046-1051

- Yunsong Guo, Carla P. Gomes:
Learning Optimal Subsets with Implicit User Preferences.
1052-1057

- Yunsong Guo, Carla P. Gomes:
Ranking Structured Documents: A Large Margin Based Approach for Patent Prior Art Search.
1058-1064

- Xiaofei He, Ming Ji, Hujun Bao:
Graph Embedding with Constraints.
1065-1070

- Daniel Hewlett, Paul R. Cohen:
Bootstrap Voting Experts.
1071-1076

- Shuiwang Ji, Jieping Ye:
Linear Dimensionality Reduction for Multi-label Classification.
1077-1082

- Yangqing Jia, Shuicheng Yan, Changshui Zhang:
Semi-Supervised Classification on Evolutionary Data.
1083-1088

- Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook:
gRegress: Extracting Features from Graph Transactions for Regression.
1089-1094

- Angelika Kimmig, Luc De Raedt:
Local Query Mining in a Probabilistic Prolog.
1095-1100

- Alexandre Klementiev, Dan Roth, Kevin Small, Ivan Titov:
Unsupervised Rank Aggregation with Domain-Specific Expertise.
1101-1106

- George Konidaris, Andrew G. Barto:
Efficient Skill Learning using Abstraction Selection.
1107-1112

- Honglak Lee, Rajat Raina, Alex Teichman, Andrew Y. Ng:
Exponential Family Sparse Coding with Application to Self-taught Learning.
1113-1119

- Ming Li, Xiao-Bing Xue, Zhi-Hua Zhou:
Exploiting Multi-Modal Interactions: A Unified Framework.
1120-1125

- Wu-Jun Li, Dit-Yan Yeung:
Relation Regularized Matrix Factorization.
1126-1131

- Xi Li, Kazuhiro Fukui, Nanning Zheng:
Boosting Constrained Mutual Subspace Method for Robust Image-Set Based Object Recognition.
1132-1137

- Chia-chun Lian, Jane Yung-jen Hsu:
Probabilistic Models for Concurrent Chatting Activity Recognition.
1138-1143

- Jun Liu, Jianhui Chen, Songcan Chen, Jieping Ye:
Learning the Optimal Neighborhood Kernel for Classification.
1144-1149

- Wei Liu, Buyue Qian, Jingyu Cui, Jianzhuang Liu:
Spectral Kernel Learning for Semi-Supervised Classification.
1150-1155

- Xu Miao, Rajesh P. N. Rao:
Large Margin Boltzmann Machines.
1156-1162

- Lilyana Mihalkova, Raymond J. Mooney:
Transfer Learning from Minimal Target Data by Mapping across Relational Domains.
1163-1168

- Nicholas Morsillo, Christopher J. Pal, Randal Nelson:
Semi-Supervised Learning of Visual Classifiers from Web Images and Text.
1169-1174

- Jonathan Mugan, Benjamin Kuipers:
Autonomously Learning an Action Hierarchy Using a Learned Qualitative State Representation.
1175-1180

- Feiping Nie, Dong Xu, Ivor W. Tsang, Changshui Zhang:
Spectral Embedded Clustering.
1181-1186

- Sinno Jialin Pan, Ivor W. Tsang, James T. Kwok, Qiang Yang:
Domain Adaptation via Transfer Component Analysis.
1187-1192

- Amrish Patel, S. Sundararajan, Shirish Krishnaj Shevade:
Semi-Supervised Classification Using Sparse Gaussian Process Regression.
1193-1198

- Guang Qiu, Bing Liu, Jiajun Bu, Chun Chen:
Expanding Domain Sentiment Lexicon through Double Propagation.
1199-1204

- Jainarayan Radhakrishnan, Santiago Ontañón, Ashwin Ram:
Goal-Driven Learning in the GILA Integrated Intelligence Architecture.
1205-1210

- Piyush Rai, Hal Daumé III, Suresh Venkatasubramanian:
Streamed Learning: One-Pass SVMs.
1211-1216

- Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki:
Semi-Supervised Metric Learning Using Pairwise Constraints.
1217-1222

- Nathan Sprague:
Predictive Projections.
1223-1229

- Liang Sun, Shuiwang Ji, Shipeng Yu, Jieping Ye:
On the Equivalence between Canonical Correlation Analysis and Orthonormalized Partial Least Squares.
1230-1235

- Xu Sun, Takuya Matsuzaki, Daisuke Okanohara, Jun'ichi Tsujii:
Latent Variable Perceptron Algorithm for Structured Classification.
1236-1242

- David Talbot:
Succinct Approximate Counting of Skewed Data.
1243-1248

- Erik Talvitie, Satinder Singh:
Maintaining Predictions over Time without a Model.
1249-1254

- Lei Tang, Jianhui Chen, Jieping Ye:
On Multiple Kernel Learning with Multiple Labels.
1255-1260

- Alireza Vahdatpour, Navid Amini, Majid Sarrafzadeh:
Toward Unsupervised Activity Discovery Using Multi-Dimensional Motif Detection in Time Series.
1261-1266

- Volkan Vural, Glenn Fung, Rómer Rosales, Jennifer G. Dy:
Multi-Class Classifiers and their Underlying Shared Structure.
1267-1272

- Chang Wang, Sridhar Mahadevan:
Manifold Alignment without Correspondence.
1273-1278

- Fei Wang, Xin Wang, Tao Li:
Generalized Cluster Aggregation.
1279-1284

- Fei Wang, Bin Zhang, Ta-Hsin Li, Wen Jun Yin, Jin Dong, Tao Li:
Preference Learning with Extreme Examples.
1285-1290

- Zheng Wang, Yangqiu Song, Changshui Zhang:
Knowledge Transfer on Hybrid Graph.
1291-1296

- Zhengzheng Xing, Jian Pei, Philip S. Yu:
Early Prediction on Time Series: A Nearest Neighbor Approach.
1297-1302

- Zenglin Xu, Rong Jin, Michael R. Lyu, Irwin King:
Discriminative Semi-Supervised Feature Selection via Manifold Regularization.
1303-1308

- Zhao Xu, Kristian Kersting, Volker Tresp:
Multi-Relational Learning with Gaussian Processes.
1309-1314

- Rong Yan, Jian Zhang:
Transfer Learning Using Task-Level Features with Application to Information Retrieval.
1315-1320

- Jie Yin, Derek Hao Hu, Qiang Yang:
Spatio-Temporal Event Detection Using Dynamic Conditional Random Fields.
1321-1326

- Zheng-Jun Zha, Tao Mei, Meng Wang, Zengfu Wang, Xian-Sheng Hua:
Robust Distance Metric Learning with Auxiliary Knowledge.
1327-1332

- Chao Zhang, Hongyu Li, Qiyong Guo, Jinyuan Jia, I-Fan Shen:
Fast Active Tabu Search and its Application to Image Retrieval.
1333-1338

- Dan Zhang, Fei Wang, Luo Si, Tao Li:
M3IC: Maximum Margin Multiple Instance Clustering.
1339-1344

- Daoqiang Zhang, Wanquan Liu:
An Efficient Nonnegative Matrix Factorization Approach in Flexible Kernel Space.
1345-1350

- Yi Zhang:
Smart PCA.
1351-1356

- Yin Zhang, Zhi-Hua Zhou:
Non-Metric Label Propagation.
1357-1362

- Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye:
Multiclass Probabilistic Kernel Discriminant Analysis.
1363-1368

- Xingquan Zhu, Ruoming Jin:
Multiple Information Sources Cooperative Learning.
1369-1376

Multidisciplinary Topics and Applications
- Christopher Archibald, Alon Altman, Yoav Shoham:
Analysis of a Winning Computational Billiards Player.
1377-1382

- Liviu Badea:
Generalized Clustergrams for Overlapping Biclusters.
1383-1388

- Xinxin Bai, Gang Chen, Qiming Tian, Wen Jun Yin, Jin Dong:
Semi-Supervised Regression for Evaluating Convenience Store Location.
1389-1394

- Akshay Bhat, Tracy Hammond:
Using Entropy to Distinguish Shape Versus Text in Hand-Drawn Diagrams.
1395-1400

- David Tyler Bischel, Thomas F. Stahovich, Eric Jeffrey Peterson, Randall Davis, Aaron Adler:
Combining Speech and Sketch to Interpret Unconstrained Descriptions of Mechanical Devices.
1401-1406

- Michael Buro, Jeffrey Richard Long, Timothy Furtak, Nathan R. Sturtevant:
Improving State Evaluation, Inference, and Search in Trick-Based Card Games.
1407-1413

- Mark Dredze, Bill N. Schilit, Peter Norvig:
Suggesting Email View Filters for Triage and Search.
1414-1419

- Jon Froehlich, Joachim Neumann, Nuria Oliver:
Sensing and Predicting the Pulse of the City through Shared Bicycling.
1420-1426

- Tomoharu Iwata, Shinji Watanabe, Takeshi Yamada, Naonori Ueda:
Topic Tracking Model for Analyzing Consumer Purchase Behavior.
1427-1432

- Tessa A. Lau, Clemens Drews, Jeffrey Nichols:
Interpreting Written How-To Instructions.
1433-1438

- Hector J. Levesque:
Is It Enough to Get the Behavior Right?
1439-1444

- Ying-Xin Li, Shuiwang Ji, Sudhir Kumar, Jieping Ye, Zhi-Hua Zhou:
DrosophilaGene Expression Pattern Annotation through Multi-Instance Multi-Label Learning.
1445-1450

- Benjamin Lubin, Jeffrey O. Kephart, Rajarshi Das, David C. Parkes:
Expressive Power-Based Resource Allocation for Data Centers.
1451-1456

- Omid Madani, Hung Hai Bui, Eric Yeh:
Efficient Online Learning and Prediction of Users' Desktop Actions.
1457-1462

- Tom Y. Ouyang, Randall Davis:
A Visual Approach to Sketched Symbol Recognition.
1463-1468

- Michal Ptaszynski, Pawel Dybala, Wenhan Shi, Rafal Rzepka, Kenji Araki:
Towards Context Aware Emotional Intelligence in Machines: Computing Contextual Appropriateness of Affective States.
1469-1474

- Christopher Raphael:
Representation and Synthesis of Melodic Expression.
1475-1480

- Oliver Schulte:
Simultaneous Discovery of Conservation Laws and Hidden Particles with Smith Matrix Decomposition.
1481-1487

- Nobuyuki Shimizu, Andrew R. Haas:
Learning to Follow Navigational Route Instructions.
1488-1493

- Qingguo Wang, Dmitry Korkin, Yi Shang:
Efficient Dominant Point Algorithms for the Multiple Longest Common Subsequence (MLCS) Problem.
1494-1500

Natural-Language Processing
- Eneko Agirre, Oier Lopez de Lacalle, Aitor Soroa:
Knowledge-Based WSD and Specific Domains: Performing Better than Generic Supervised WSD.
1501-1506

- Shane Bergsma, Dekang Lin, Randy Goebel:
Web-Scale N-gram Models for Lexical Disambiguation.
1507-1512

- Philipp Cimiano, Antje Schultz, Sergej Sizov, Philipp Sorg, Steffen Staab:
Explicit Versus Latent Concept Models for Cross-Language Information Retrieval.
1513-1518

- Helen Kwong, Neil Yorke-Smith:
Detection of Imperative and Declarative Question-Answer Pairs in Email Conversations.
1519-1524

- Loizos Michael:
Reading Between the Lines.
1525-1530

- Jason Naradowsky, Sharon Goldwater:
Improving Morphology Induction by Learning Spelling Rules.
1531-1536

- Antonio Roque, David R. Traum:
Improving a Virtual Human Using a Model of Degrees of Grounding.
1537-1542

- Giovanni Semeraro, Pasquale Lops, Pierpaolo Basile, Marco de Gemmis:
On the Tip of My Thought: Playing the Guillotine Game.
1543-1548

- Daniel Sonntag:
Introspection and Adaptable Model Integration for Dialogue-based Question Answering.
1549-1554

- Rie Tanaka, Yohei Murakami, Toru Ishida:
Context-Based Approach for Pivot Translation Services.
1555-1561

- Ivan Titov, James Henderson, Paola Merlo, Gabriele Musillo:
Online Graph Planarisation for Synchronous Parsing of Semantic and Syntactic Dependencies.
1562-1567

- Akira Utsumi:
Computational Semantics of Noun Compounds in a Semantic Space Model.
1568-1573

- Benjamin Van Durme, Ashwin Lall:
Probabilistic Counting with Randomized Storage.
1574-1579

- Kamaljeet S. Verma, Pushpak Bhattacharyya:
Context-Sensitive Semantic Smoothing using Semantically Relatable Sequences.
1580-1585

- Xiaojun Wan, Jianguo Xiao:
Graph-Based Multi-Modality Learning for Topic-Focused Multi-Document Summarization.
1586-1591

- Chang Wang, Sridhar Mahadevan:
Multiscale Analysis of Document Corpora Based on Diffusion Models.
1592-1597

- Robert West, Joelle Pineau, Doina Precup:
Wikispeedia: An Online Game for Inferring Semantic Distances between Concepts.
1598-1603

- Hendrik Zender, Geert-Jan M. Kruijff, Ivana Kruijff-Korbayová:
Situated Resolution and Generation of Spatial Referring Expressions for Robotic Assistants.
1604-1609

- Jianwen Zhang, Yangqiu Song, Gang Chen, Changshui Zhang:
On-line Evolutionary Exponential Family Mixture.
1610-1615

- Zhi Zhong, Hwee Tou Ng:
Word Sense Disambiguation for All Words without Hard Labor.
1616-1622

Planning and Scheduling
- Alexandre Albore, Héctor Palacios, Hector Geffner:
A Translation-Based Approach to Contingent Planning.
1623-1628

- Ronald Alford, Ugur Kuter, Dana S. Nau:
Translating HTNs to PDDL: A Small Amount of Domain Knowledge Can Go a Long Way.
1629-1634

- Marcelo Armentano, Analía Amandi:
Goal Recognition with Variable-Order Markov Models.
1635-1640

- Blai Bonet, Hector Geffner:
Solving POMDPs: RTDP-Bel vs. Point-based Algorithms.
1641-1646

- Adi Botea, André A. Ciré:
Incremental Heuristic Search for Planning with Temporally Extended Goals and Uncontrollable Events.
1647-1652

- Pablo Samuel Castro, Prakash Panangaden, Doina Precup:
Equivalence Relations in Fully and Partially Observable Markov Decision Processes.
1653-1658

- Yixin Chen, Guohui Yao:
Completeness and Optimality Preserving Reduction for Planning.
1659-1664

- Yixin Chen, You Xu, Guohui Yao:
Stratified Planning.
1665-1670

- Amanda Jane Coles, Andrew Coles, Maria Fox, Derek Long:
Temporal Planning in Domains with Linear Processes.
1671-1676

- Peng Dai, Mausam, Daniel S. Weld:
Domain-Independent, Automatic Partitioning for Probabilistic Planning.
1677-1683

- Jilles Steeve Dibangoye, Guy Shani, Brahim Chaib-draa, Abdel-Illah Mouaddib:
Topological Order Planner for POMDPs.
1684-1689

- Stefan Edelkamp, Peter Kissmann:
Optimal Symbolic Planning with Action Costs and Preferences.
1690-1695

- Alfredo Gabaldon:
Activity Recognition with Intended Actions.
1696-1701

- Christopher W. Geib:
Delaying Commitment in Plan Recognition Using Combinatory Categorial Grammars.
1702-1707

- Chad Hogg, Ugur Kuter, Héctor Muñoz-Avila:
Learning Hierarchical Task Networks for Nondeterministic Planning Domains.
1708-1714

- Derek Hao Hu, Xian-Xing Zhang, Jie Yin, Vincent Wenchen Zheng, Qiang Yang:
Abnormal Activity Recognition Based on HDP-HMM Models.
1715-1720

- Wei Huang, Zhonghua Wen, Yunfei Jiang, Hong Peng:
Structured Plans and Observation Reduction for Plans with Contexts.
1721-1727

- Erez Karpas, Carmel Domshlak:
Cost-Optimal Planning with Landmarks.
1728-1733

- Emil Keyder, Hector Geffner:
Trees of Shortest Paths vs. Steiner Trees: Understanding and Improving Delete Relaxation Heuristics.
1734-1739

- Hyunyoung Kil, Wonhong Nam, Dongwon Lee:
Efficient Abstraction and Refinement for Behavioral Description Based Web Service Composition.
1740-1745

- Andrey Kolobov, Mausam, Daniel S. Weld:
ReTrASE: Integrating Paradigms for Approximate Probabilistic Planning.
1746-1753

- Nan Li, Subbarao Kambhampati, Sung Wook Yoon:
Learning Probabilistic Hierarchical Task Networks to Capture User Preferences.
1754-1759

- Roberto Micalizio:
A Distributed Control Loop for Autonomous Recovery in a Multi-Agent Plan.
1760-1765

- Hootan Nakhost, Martin Müller:
Monte-Carlo Exploration for Deterministic Planning.
1766-1771

- Tuan Anh Nguyen, Minh Binh Do, Subbarao Kambhampati, Biplav Srivastava:
Planning with Partial Preference Models.
1772-1777

- Miquel Ramírez, Hector Geffner:
Plan Recognition as Planning.
1778-1783

- Scott Sanner, Robby Goetschalckx, Kurt Driessens, Guy Shani:
Bayesian Real-Time Dynamic Programming.
1784-1789

- Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith:
HTN Planning with Preferences.
1790-1797

- Fusun Yaman, Tim Oates, Mark H. Burstein:
A Context Driven Approach for Workflow Mining.
1798-1803

- Hankz Hankui Zhuo, Derek Hao Hu, Chad Hogg, Qiang Yang, Hector Muñoz-Avila:
Learning HTN Method Preconditions and Action Models from Partial Observations.
1804-1810

Robotics and Vision
- Noa Agmon, Sarit Kraus, Gal A. Kaminka, Vladimir Sadov:
Adversarial Uncertainty in Multi-Robot Patrol.
1811-1817

- Mary Ellen Foster, Manuel Giuliani, Amy Isard, Colin Matheson, Jon Oberlander, Alois Knoll:
Evaluating Description and Reference Strategies in a Cooperative Human-Robot Dialogue System.
1818-1823

- Alex Nash, Sven Koenig, Maxim Likhachev:
Incremental Phi*: Incremental Any-Angle Path Planning on Grids.
1824-1830

- Zeyn A. Saigol, Richard Dearden, Jeremy L. Wyatt, Bramley J. Murton:
Information-Lookahead Planning for AUV Mapping.
1831-1836

- Young-Woo Seo, Nathan D. Ratliff, Chris Urmson:
Self-Supervised Aerial Image Analysis for Extracting Parking Lot Structure.
1837-1842

- Amarjeet Singh, Andreas Krause, William J. Kaiser:
Nonmyopic Adaptive Informative Path Planning for Multiple Robots.
1843-1850

- Jürgen Sturm, Vijay Pradeep, Cyrill Stachniss, Christian Plagemann, Kurt Konolige, Wolfram Burgard:
Learning Kinematic Models for Articulated Objects.
1851-1856

- Agnes Swadzba, Sven Wachsmuth, Constanze Vorwerg, Gert Rickheit:
A Computational Model for the Alignment of Hierarchical Scene Representations in Human-Robot Interaction.
1857-1863

- David R. Thompson:
Domain-Guided Novelty Detection for Autonomous Exploration.
1864-1869

- Ko-Hsin Cindy Wang, Adi Botea:
Tractable Multi-Agent Path Planning on Grid Maps.
1870-1875

- Zheshen Wang, Baoxin Li:
Human Activity Encoding and Recognition Using Low-level Visual Features.
1876-1883

Uncertainty in AI
- Sivan Albagli, Rachel Ben-Eliyahu-Zohary, Solomon Eyal Shimony:
Markov Network Based Ontology Matching.
1884-1889

- Yannis Dimopoulos, Loizos Michael, Fani Athienitou:
Ceteris Paribus Preference Elicitation with Predictive Guarantees.
1890-1895

- Jean-Philippe Dubus, Christophe Gonzales, Patrice Perny:
Fast Recommendations using GAI Models.
1896-1901

- Jean-Philippe Dubus, Christophe Gonzales, Patrice Perny:
Multiobjective Optimization using GAI Models.
1902-1907

- Hannaneh Hajishirzi, Afsaneh Shirazi, Jaesik Choi, Eyal Amir:
Greedy Algorithms for Sequential Sensing Decisions.
1908-1915

- Saket Joshi, Kristian Kersting, Roni Khardon:
Generalized First Order Decision Diagrams for First Order Markov Decision Processes.
1916-1921

- Jacek Kisynski, David Poole:
Lifted Aggregation in Directed First-Order Probabilistic Models.
1922-1929

- Frédéric Koriche, Bruno Zanuttini:
Learning Conditional Preference Networks with Queries.
1930-1935, (IJCAI Distinguished Paper Award Winner)

- Arman Melkumyan, Fabio Ramos:
A Sparse Covariance Function for Exact Gaussian Process Inference in Large Datasets.
1936-1942

- Avi Pfeffer:
CTPPL: A Continuous Time Probabilistic Programming Language.
1943-1950

- Jude W. Shavlik, Sriraam Natarajan:
Speeding Up Inference in Markov Logic Networks by Preprocessing to Reduce the Size of the Resulting Grounded Network.
1951-1956

- Ilya Shpitser, Thomas S. Richardson, James M. Robins:
Testing Edges by Truncations.
1957-1963

- Sajjad Ahmed Siddiqi, Jinbo Huang:
Variable and Value Ordering for MPE Search.
1964-1969

- Jin Tian:
Parameter Identification in a Class of Linear Structural Equation Models.
1970-1975

- Martha White, Michael H. Bowling:
Learning a Value Analysis Tool for Agent Evaluation.
1976-1981

- Changhe Yuan, Eric A. Hansen:
Efficient Computation of Jointree Bounds for Systematic MAP Search.
1982-1989

- Anbu Yue, Weiru Liu:
A Syntax-based Framework for Merging Imprecise Probabilistic Logic Programs.
1990-1995

- Yifeng Zeng, Prashant Doshi:
Speeding Up Exact Solutions of Interactive Dynamic Influence Diagrams Using Action Equivalence.
1996-2001

- Haoqi Zhang, Yiling Chen, David C. Parkes:
A General Approach to Environment Design with One Agent.
2002-2014

Web and Knowledge-based Information Systems
- Nada Abdallah, François Goasdoué, Marie-Christine Rousset:
DL-LITER in the Light of Propositional Logic for Decentralized Data Management.
2010-2015

- Yoram Bachrach, Ely Porat, Jeffrey S. Rosenschein:
Sketching Techniques for Collaborative Filtering.
2016-2021

- Fabian Bohnert, Daniel Francis Schmidt, Ingrid Zukerman:
Spatial Processes for Recommender Systems.
2022-2027

- Paul Doran, Valentina A. M. Tamma, Terry R. Payne, Ignazio Palmisano:
Dynamic Selection of Ontological Alignments: A Space Reduction Mechanism.
2028-2033

- Anil Gürsel, Sandip Sen:
Improving Search in Social Networks by Agent Based Mining.
2034-2039

- Yevgeny Kazakov:
Consequence-Driven Reasoning for Horn SHIQ Ontologies.
2040-2045, (IJCAI Distinguished Paper Award Winner)

- Masahiro Kimura, Kazumi Saito, Hiroshi Motoda:
Efficient Estimation of Influence Functions for SIS Model on Social Networks.
2046-2051

- Bin Li, Qiang Yang, Xiangyang Xue:
Can Movies and Books Collaborate? Cross-Domain Collaborative Filtering for Sparsity Reduction.
2052-2057

- Feng Liu, Yuzhen Niu, Michael Gleicher:
Using Web Photos for Measuring Video Frame Interestingness.
2058-2063

- Yu-Ta Lu, Shoou-I Yu, Tsung-Chieh Chang, Jane Yung-jen Hsu:
A Content-Based Method to Enhance Tag Recommendation.
2064-2069

- Carsten Lutz, David Toman, Frank Wolter:
Conjunctive Query Answering in the Description Logic EL Using a Relational Database System.
2070-2075

- Matthew Michelson, Craig A. Knoblock:
Exploiting Background Knowledge to Build Reference Sets for Information Extraction.
2076-2082

- Simone Paolo Ponzetto, Roberto Navigli:
Large-Scale Taxonomy Mapping for Restructuring and Integrating Wikipedia.
2083-2088

- Jie Tang, Ho-fung Leung, Qiong Luo, Dewei Chen, Jibin Gong:
Towards Ontology Learning from Folksonomies.
2089-2094

- Jeff Yan, Su-Yang Yu:
Streamlining Attacks on CAPTCHAs with a Computer Game.
2095-2100

- Yabin Zheng, Zhiyuan Liu, Maosong Sun, Liyun Ru, Yang Zhang:
Incorporating User Behaviors in New Word Detection.
2101-2106

Last update Sat May 18 14:57:28 2013
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