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14th AAAI / 9. IAAI 1997: Providence, Rhode Island

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Benjamin Kuipers, Bonnie L. Webber:
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, AAAI 97, IAAI 97, July 27-31, 1997, Providence, Rhode Island, USA. AAAI Press / The MIT Press 1997, ISBN 0-262-51095-2

AAAI-97 Technical Papers

Agents

Agent Architecture

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Kentaro Toyama, Gregory D. Hager:
If at First You Don't Succeed... AAAI/IAAI 1997: 3-9
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Juan David Velásquez:
Modeling Emotions and Other Motivations in Synthetic Agents. AAAI/IAAI 1997: 10-15

Agent Coordination

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Mihai Barbuceanu:
Coordinating Agents by Role Based Social Constraints and Conversation Plans. AAAI/IAAI 1997: 16-21
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Milind Tambe:
Agent Architectures for Flexible, Practical Teamwork. AAAI/IAAI 1997: 22-28

Negotiation

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Rina Azoulay-Schwartz, Sarit Kraus:
Negotiation on Data Allocation in Multi-Agent Environments. AAAI/IAAI 1997: 29-35
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Dajun Zeng, Katia P. Sycara:
Benefits of Learning in Negotiation. AAAI/IAAI 1997: 36-41

Automated Reasoning

Automated Reasoning/Diagnosis

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Sheila A. McIlraith:
Representing Actions and State Constraints in Model-Based Diagnosis. AAAI/IAAI 1997: 43-49
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P. Pandurang Nayak, Brian C. Williams:
Fast Context Switching in Real-Time Propositional Reasoning. AAAI/IAAI 1997: 50-56

Automated Reasoning & the User Interface

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Vibhu O. Mittal:
Visual Prompts and Graphical Design: A Framework for Exploring the Design Space of 2-D Charts and Graphs. AAAI/IAAI 1997: 57-63
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Robert St. Amant:
Navigation and Planning in a Mixed-Initiative User Interface. AAAI/IAAI 1997: 64-69

Belief and Decision

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Salem Benferhat, Didier Dubois, Henri Prade:
Possibilistic and Standard Probabilistic Semantics of Conditional Knowledge. AAAI/IAAI 1997: 70-75
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Ronen I. Brafman, Moshe Tennenholtz:
On the Axiomatization of Qualitative Decision Criteria. AAAI/IAAI 1997: 76-81

Classification

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Piew Datta, Dennis F. Kibler:
Symbolic Nearest Mean Classifiers. AAAI/IAAI 1997: 82-87
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Haim Schweitzer:
Classification and Reductio-ad-Absurdum Optimality Proofs. AAAI/IAAI 1997: 88-93

Diagnosis

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Adnan Darwiche, Gregory M. Provan:
The Effect of Observations on the Complexity of Model-Based Diagnosis. AAAI/IAAI 1997: 94-99
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Pieter J. Mosterman, Gautam Biswas:
Monitoring, Prediction, and Fault Isolation in Dynamic Physical Systems. AAAI/IAAI 1997: 100-105

Modeling for Decision Processes

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Thomas L. Dean, Robert Givan:
Model Minimization in Markov Decision Processes. AAAI/IAAI 1997: 106-111
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Fahiem Bacchus, Craig Boutilier, Adam J. Grove:
Structured Solution Methods for Non-Markovian Decision Processes. AAAI/IAAI 1997: 112-117

Qualitative Reasoning

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Daniel J. Clancy, Benjamin Kuipers:
Model Decomposition and Simulation: A Component Based Qualitative Simulation Algorithm. AAAI/IAAI 1997: 118-124
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Daniel J. Clancy, Benjamin Kuipers:
Static and Dynamic Abstraction Solves the Problem of Chatter in Qualitative Simulation. AAAI/IAAI 1997: 125-131

Reasoning about Physical Systems

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Matthew Brand:
The "Inverse Hollywood Problem": From Video to Scripts and Storyboards via Causal Analysis. AAAI/IAAI 1997: 132-137
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Thomas F. Stahovich, Randall Davis, Howard E. Shrobe:
Qualitative Rigid Body Mechanics. AAAI/IAAI 1997: 138-144

Spatial Uncertainty

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Thomas R. Ioerger:
Integrating a Spatial Reasoner with a Resolution Theorem-Prover. AAAI/IAAI 1997: 145-152
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Murray Shanahan:
Noise, Non-Determinism and Spatial Uncertainty. AAAI/IAAI 1997: 153-158
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Constanze Vorwerg, Gudrun Socher, Thomas Fuhr, Gerhard Sagerer, Gert Rickheit:
Projective Relations for 3D Space: Computational Model, Application, and Psychological Evaluation. AAAI/IAAI 1997: 159-164

Techniques for Temporal Reasoning

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Eddie Schwalb:
A New Unification Method for Temporal Reasoning with Constraints. AAAI/IAAI 1997: 165-171
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Subash Shankar, James R. Slagle:
Connection Based Strategies for Deciding Propositional Temporal Logic. AAAI/IAAI 1997: 172-177

Constraint Satisfaction and Search

Constraint Satisfaction Problems and Bayes Networks

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Amnon Meisels, Solomon Eyal Shimony, Gadi Solotorevsky:
Bayes Networks for Estimating the Number of Solutions to a CSP. AAAI/IAAI 1997: 179-184
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Kirill Shoikhet, Dan Geiger:
A Practical Algorithm for Finding Optimal Triangulations. AAAI/IAAI 1997: 185-190

Constraint Satisfaction Problems: Symmetry

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Eugene C. Freuder, Daniel Sabin:
Interchangeability Supports Abstraction and Reformulation for Multi-Dimensional Constraint Satisfaction. AAAI/IAAI 1997: 191-196
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David Joslin, Amitabha Roy:
Exploiting Symmetry in Lifted CSPs. AAAI/IAAI 1997: 197-202

Constraint Satisfaction Techniques

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Roberto J. Bayardo Jr., Robert Schrag:
Using CSP Look-Back Techniques to Solve Real-World SAT Instances. AAAI/IAAI 1997: 203-208
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Stephen Beale:
Using Branch-and-Bound with Constraint Satisfaction in Optimization Problems. AAAI/IAAI 1997: 209-214
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Daya Ram Gaur, W. Ken Jackson, William S. Havens:
Detecting Unsatisfiable CSPs by Coloring the Micro-Structure. AAAI/IAAI 1997: 215

Efficient Reasoning

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Carla P. Gomes, Bart Selman:
Problem Structure in the Presence of Perturbations. AAAI/IAAI 1997: 221-226
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Rahul Roy-Chowdhury, Mukesh Dalal:
Model-Theoretic Semantics and Tractable Algorithm for CNF-BCP. AAAI/IAAI 1997: 227-232

Heuristics for Scheduling

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J. Christopher Beck, Andrew J. Davenport, Edward M. Sitarski, Mark S. Fox:
Beyond Contention: Extending Texture-Based Scheduling Heuristics. AAAI/IAAI 1997: 233-240
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J. Christopher Beck, Andrew J. Davenport, Edward M. Sitarski, Mark S. Fox:
Texture-Based Heuristics for Scheduling Revisited. AAAI/IAAI 1997: 241-248

Information Retrieval

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Oliver M. Duschka:
Query Optimization Using Local Completeness. AAAI/IAAI 1997: 249-255
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Jane Yung-jen Hsu, Wen-tau Yih:
Template-Based Information Mining from HTML Documents. AAAI/IAAI 1997: 256-262

Local Search: Beyond SAT

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Byungki Cha, Kazuo Iwama, Yahiko Kambayashi, Shuichi Miyazaki:
Local Search Algorithms for Partial MAXSAT. AAAI/IAAI 1997: 263-268
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Joachim P. Walser:
Solving Linear Pseudo-Boolean Constraint Problems with Local Search. AAAI/IAAI 1997: 269-274

Local Search Techniques

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Alex S. Fukunaga:
Variable-Selection Heuristics in Local Search for SAT. AAAI/IAAI 1997: 275-280
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Bertrand Mazure, Lakhdar Sais, Éric Grégoire:
Tabu Search for SAT. AAAI/IAAI 1997: 281-285

Problem Solving & Computational Resources

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Eric Horvitz:
Models of Continual Computation. AAAI/IAAI 1997: 286-293
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Thomas Wagner, Alan Garvey, Victor R. Lesser:
Complex Goal Criteria and Its Application in Design-to-Criteria Scheduling. AAAI/IAAI 1997: 294-301

Scheduling

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Lise Getoor, Greger Ottosson, Markus P. J. Fromherz, Björn Carlson:
Effective Redundant Constraints for Online Scheduling. AAAI/IAAI 1997: 302-307
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Angelo Oddi, Stephen F. Smith:
Stochastic Procedures for Generating Feasible Schedules. AAAI/IAAI 1997: 308-314

Search (Cost)

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Ian P. Gent, Ewan MacIntyre, Patrick Prosser, Toby Walsh:
The Scaling of Search Cost. AAAI/IAAI 1997: 315-320
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David A. McAllester, Bart Selman, Henry A. Kautz:
Evidence for Invariants in Local Search. AAAI/IAAI 1997: 321-326

Structure of Constraint Satisfaction Problems

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Daniel Frost, Irina Rish, Lluís Vila:
Summarizing CSP Hardness with Continuous Probability Distributions. AAAI/IAAI 1997: 327-333
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Tad Hogg:
Exploiting the Deep Structure of Constraint Satisfaction Problems with Quantum Computers. AAAI/IAAI 1997: 334-339
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Andrew J. Parkes:
Clustering at the Phase Transition. AAAI/IAAI 1997: 340-345

Education and Evaluation

Computational Systems for Education

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William H. Bares, James C. Lester:
Realtime Generation of Customized 3D Animated Explanations for Knowledge-Based Learning Environments. AAAI/IAAI 1997: 347-354
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Jack Mostow, Gregory Aist:
The Sounds of Silence: Towards Automated Evaluation of Student Learning in a Reading Tutor that Listens. AAAI/IAAI 1997: 355-361

Experimental Methodology

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C. Lee Giles, Steve Lawrence:
Presenting and Analyzing the Results of AI Experiments: Data Averaging and Data Snooping. AAAI/IAAI 1997: 362-367

Knowledge Representation

Building and Modifying Knowledge Bases

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Peter Clark, Bruce W. Porter:
Building Concept Representations from Reusable Components. AAAI/IAAI 1997: 369-376
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Yolanda Gil, Marcelo Tallis:
A Script-Based Approach to Modifying Knowledge Bases. AAAI/IAAI 1997: 377-383

Description Logics

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Haym Hirsh, Daniel Kudenko:
Representing Sequences in Description Logics. AAAI/IAAI 1997: 384-389
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Daphne Koller, Alon Y. Levy, Avi Pfeffer:
P-CLASSIC: A Tractable Probablistic Description Logic. AAAI/IAAI 1997: 390-397

Knowledge Representation for Automated Reasoning

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Pierre E. Bonzon:
A Reflective Proof System for Reasoning in Contexts. AAAI/IAAI 1997: 398-403
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Robert Givan:
Obvious Properties of Computer Programs. AAAI/IAAI 1997: 404-410

Knowledge Representation: Expert Systems

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Valerie Barr:
Applications of Rule-Base Coverage Measures to Expert System Evaluation. AAAI/IAAI 1997: 411-416
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James G. Schmolze, Wayne Snyder:
Detecting Redundant Production Rules. AAAI/IAAI 1997: 417-423

Knowledge Representation: Nonmonotonic Logic

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Grigoris Antoniou:
A Comparison of Two Approaches to Splitting Default Theories. AAAI/IAAI 1997: 424-429
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Riccardo Rosati:
Reasoning with Minimal Belief and Negation as Failure: Algorithms and Complexity. AAAI/IAAI 1997: 430-435

Knowledge Representation: Ontologies

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Richard Fikes, Adam Farquhar, James Rice:
Tools for Assembling Modular Ontologies in Ontolingua. AAAI/IAAI 1997: 436-441
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Kilian Stoffel, Merwyn G. Taylor, James A. Hendler:
Efficient Management of Very Large Ontologies. AAAI/IAAI 1997: 442-447

Knowledge Representation: Reasoning about Action

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Tom Costello:
Beyond Minimizing Change. AAAI/IAAI 1997: 448-453
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Jorge Lobo, Gisela Mendez, Stuart R. Taylor:
Adding Knowledge to the Action Description Language A. AAAI/IAAI 1997: 454-459
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Norman McCain, Hudson Turner:
Causal Theories of Action and Change. AAAI/IAAI 1997: 460-465
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Michael Thielscher:
Qualified Ramifications. AAAI/IAAI 1997: 466-471

Knowledge Representation: Theorem Proving

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David A. Plaisted, Yunshan Zhu:
Ordered Semantic Hyper Linking. AAAI/IAAI 1997: 472-477
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Bruce Spencer, Joseph Douglas Horton:
Extending the Regular Restriction of Resolution to Non-Linear Subdeductions. AAAI/IAAI 1997: 478-483

Learning

Formal Analyses of Learning

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Tom Bylander:
Worst-Case Absolute Loss Bounds for Linear Learning Algorithms. AAAI/IAAI 1997: 485-490
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Haym Hirsh, Nina Mishra, Leonard Pitt:
Version Spaces without Boundary Sets. AAAI/IAAI 1997: 491-496
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L. Darrell Whitley, Soraya B. Rana:
Representation, Search and Genetic Algorithms. AAAI/IAAI 1997: 497-502

Knowledge Discovery in Databases

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Raj Bhatnagar, Sriram Srinivasan:
Pattern Discovery in Distributed Databases. AAAI/IAAI 1997: 503-508
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Johannes Fürnkranz:
More Efficient Windowing. AAAI/IAAI 1997: 509-514

Learning In Linguistic Domains

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Raúl E. Valdés-Pérez, Vladimir Pericliev:
Maximally Parsimonious Discrimination: A Generic Task from Linguistic Discovery. AAAI/IAAI 1997: 515-520
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Kenneth Yip, Gerald J. Sussman:
Sparse Representations for Fast, One-Shot Learning. AAAI/IAAI 1997: 521-527

Machine Learning (Probabilistic)

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Leo Kuvayev, C. Lee Giles, James Philbin, Henry Cejtin:
Intelligent Methods for File System Optimization. AAAI/IAAI 1997: 528-533
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Moninder Singh:
Learning Bayesian Networks from Incomplete Data. AAAI/IAAI 1997: 534-539

Model Selection and Overfitting

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Steve Lawrence, C. Lee Giles, Ah Chung Tsoi:
Lessons in Neural Network Training: Overfitting May be Harder than Expected. AAAI/IAAI 1997: 540-545
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Richard Maclin, David W. Opitz:
An Empirical Evaluation of Bagging and Boosting. AAAI/IAAI 1997: 546-551
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Dale Schuurmans:
A New Metric-Based Approach to Model Selection. AAAI/IAAI 1997: 552-558

Parallelism in Learning

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Diane J. Cook, R. Craig Varnell:
Maximizing the Benefits of Parallel Search Using Machine Learning. AAAI/IAAI 1997: 559-564
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Richard Kufrin:
Generating C4.5 Production Rules in Parallel. AAAI/IAAI 1997: 565-570

Reactive Behavior

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Ella M. Atkins, Edmund H. Durfee, Kang G. Shin:
Detecting and Reacting to Unplanned-for World States. AAAI/IAAI 1997: 571-576
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Daishi Harada:
Reinforcement Learning with Time. AAAI/IAAI 1997: 577-582

Text Retrieval and Learning

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William W. Cohen, Daniel Kudenko:
Transferring and Retraining Learned Information Filters. AAAI/IAAI 1997: 583-590
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Ray Liere, Prasad Tadepalli:
Active Learning with Committees for Text Categorization. AAAI/IAAI 1997: 591-596

Natural Language

Language and Learning

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Eugene Charniak:
Statistical Parsing with a Context-Free Grammar and Word Statistics. AAAI/IAAI 1997: 598-603
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Ted Pedersen, Rebecca F. Bruce:
A New Supervised Learning Algorithm for Word Sense Disambiguation. AAAI/IAAI 1997: 604-609

Natural Language

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Walid S. Saba, Jean-Pierre Corriveau:
A Pragmatic Treatment of Quantification in Natural Language. AAAI/IAAI 1997: 610-615
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Steffen Staab, Udo Hahn:
Comparatives in Context. AAAI/IAAI 1997: 616-621

Natural Language Generation

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Inderjeet Mani, Eric Bloedorn:
Multi-Document Summarization by Graph Search and Matching. AAAI/IAAI 1997: 622-628
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Daniel Marcu:
From Local to Global Coherence: A Bottom-Up Approach to Text Planning. AAAI/IAAI 1997: 629-635

Perception and Behavior

Multi-Agent Systems

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Dani Goldberg, Maja J. Mataric:
Interference as a Tool for Designing and Evaluating Multi-Robot Controllers. AAAI/IAAI 1997: 637-642
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Maja J. Mataric:
Using Communication to Reduce Locality in Multi-Robot Learning. AAAI/IAAI 1997: 643-648

Navigation & Perception

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Michel de Rougemont, Christoph Schlieder:
Spatial Navigation with Uncertain Deviations. AAAI/IAAI 1997: 649-654
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Zachary Dodds, Gregory D. Hager:
A Color Interest Operator for Landmark-Based Navigation. AAAI/IAAI 1997: 655-660
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Frank Klassner, Victor R. Lesser, Hamid Nawab:
Combining Approximate Front End Signal Processing with Selective Reprocessing in Auditory Perception. AAAI/IAAI 1997: 661-666

Planning

Case-Based Reasoning and Planning

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Jim Blythe, Manuela M. Veloso:
Analogical Replay for Efficient Conditional Planning. AAAI/IAAI 1997: 668-673
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David B. Leake, Andrew Kinley, David C. Wilson:
Case-Based Similarity Assessment: Estimating Adaptability from Experience. AAAI/IAAI 1997: 674-679

Flexible Hierarchical Planning

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Robert P. Goldman, David J. Musliner, Kurt D. Krebsbach, Mark S. Boddy:
Dynamic Abstraction Planning. AAAI/IAAI 1997: 680-686
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Karen L. Myers:
Abductive Completion of Plan Sketches. AAAI/IAAI 1997: 687-693

Optimal Planning

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Tom Bylander:
A Linear Programming Heuristic for Optimal Planning. AAAI/IAAI 1997: 694-699
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Richard E. Korf:
Finding Optimal Solutions to Rubik's Cube Using Pattern Databases. AAAI/IAAI 1997: 700-705

Plan Generation

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José Luis Ambite, Craig A. Knoblock:
Planning by Rewriting: Efficiently Generating High-Quality Plans. AAAI/IAAI 1997: 706-713
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Blai Bonet, Gábor Loerincs, Hector Geffner:
A Robust and Fast Action Selection Mechanism for Planning. AAAI/IAAI 1997: 714-719
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Craig Boutilier, Ronen I. Brafman:
Planning with Concurrent Interacting Actions. AAAI/IAAI 1997: 720-726

Planning Under Uncertainty

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Ronen I. Brafman:
A Heuristic Variable Grid Solution Method for POMDPs. AAAI/IAAI 1997: 727-733
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Milos Hauskrecht:
Incremental Methods for Computing Bounds in Partially Observable Markov Decision Processes. AAAI/IAAI 1997: 734-739

Probability and Planning

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Daphne Koller, David A. McAllester, Avi Pfeffer:
Effective Bayesian Inference for Stochastic Programs. AAAI/IAAI 1997: 740-747
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Michael L. Littman:
Probabilistic Propositional Planning: Representations and Complexity. AAAI/IAAI 1997: 748-754

Invited Talks

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Ronald C. Arkin, R. James Firby:
The AAAI-97 Mobile Robot Competion: Martians, Remotes, Hors d'oeuvres and Cleaning up the Mess Afterwards (Abstract). AAAI/IAAI 1997: 755
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Richard J. Doyle:
The Emergence of Spacecraft Autonomy. AAAI/IAAI 1997: 756-761
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David W. Etherington:
What Does Knowledge Representation Have to Say to Artificial Intelligence? AAAI/IAAI 1997: 762
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Pat Langley:
Machine Learning for Intelligent Systems. AAAI/IAAI 1997: 763-769
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Katia P. Sycara:
James Bond and Michael Ovitz: The Secret Life of Agents. AAAI/IAAI 1997: 770-773
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Michael P. Wellman:
Market-Oriented Programming (Abstract). AAAI/IAAI 1997: 774

Mobile Robot Competition Abstracts

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Pete Beim, Ian Horswill, Ivan Yen:
Hack and Kluge. AAAI/IAAI 1997: 776-777
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Douglas S. Blank, J. Oliver Ross:
Learning in a Fuzzy Logic Robot Controller. AAAI/IAAI 1997: 778
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Marc Bolduc, Eric Bourque, Gregory Dudek, Nicholas Roy, Robert Sim:
Autonomous Exploration: An Integrated Systems Approach. AAAI/IAAI 1997: 779-780
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R. Peter Bonasso:
ServerDroid: A MultiMedia Service Robot. AAAI/IAAI 1997: 781-782
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David J. Bruemmer, Ross Michael Dickson, Jeremy Dilatush, David Allan Lewis, Heather Mateyak, Mike Mirarchi, Mike Morton, Jim Tracy, A. Vorobiev, Lisa Meeden:
A Situated Vacuuming Robot. AAAI/IAAI 1997: 783-784
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Thomas R. Collins, Tucker R. Balch:
Teaming Up: Georgia Tech's Multi-Robot Competition Teams. AAAI/IAAI 1997: 785-786
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William Garner, Gregory Friedland, Artyom Lifshits, Daniela Rus, Keith Kotay, Jon Howell:
The Dartmouth Mobile Robot: SK. AAAI/IAAI 1997: 787-788
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Ales V. Hvezda, John J. Garcia, Paul R. Klarer, Raymond H. Byrne, Gregory L. Heileman, Chaouki T. Abdallah:
LOBOtomous: An Autonomous Platform for Indoor Environments. AAAI/IAAI 1997: 789-790
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Jason A. Janét, Bruce R. Linnell, Sean M. Scoggins:
Finding Life on Mars, and Other Tasks for NCSU's Mobile Robots. AAAI/IAAI 1997: 791-792
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