ML Anthology

AAAI 1998

206 papers

"Squeaky Wheel" Optimization David E. Joslin, David P. Clements
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A Fast Algorithm for the Bound Consistency of Alldiff Constraints Jean-Francois Puget
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A Feature-Based Learning Method for Theorem Proving Matthias Fuchs
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A First Analysis of Qualitative Influences and Synergies Jesús Cerquides, Ramón López de Mántaras
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A Formal Methodology for Verifying Situated Agents Phan Minh Dung
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A Framework for Reinforcement Learning on Real Robots William D. Smart, Leslie Pack Kaelbling
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A Fuzzy Description Logic Umberto Straccia
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A Motivational System for Regulating Human-Robot Interaction Cynthia Breazeal
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A New Approach to Rule Interest Measures Jesús Cerquides, Ramón López de Mántaras
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A New Architecture for Automated Modelling Neil Smith
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A New Technique Enables Dynamic Replanning and Rescheduling of Aeromedical Evacuation Alexander Kott, Victor Saks, Albert Mercer
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A Non-Deterministic Semantics for Tractable Inference James M. Crawford, David W. Etherington
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A Prototype Application of Fuzzy Logic and Expert Systems in Education Assessment James R. Nolan
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A Sampling-Based Heuristic for Tree Search Applied to Grammar Induction Hugues Juillé, Jordan B. Pollack
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A Script-Based Approach to Modifying Knowledge-Based Systems Marcelo Tallis
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A Tractable Walsh Analysis of SAT and Its Implications for Genetic Algorithms Soraya B. Rana, Robert B. Heckendorn, L. Darrell Whitley
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A* with Bounded Costs Brian Logan, Natasha Alechina
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Abductive Planning with Sensing Matthew Stone
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Acceleration Methods for Numeric CSPs Yahia Lebbah, Olivier Lhomme
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Acquisition of Abstract Plan Descriptions for Plan Recognition Mathias Bauer
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Act, and the REST Will Follow: Exploiting Determinism in Planning as Satisfiability Enrico Giunchiglia, Alessandro Massarotto, Roberto Sebastiani
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Adaptive Web Sites: Automatically Synthesizing Web Pages Mike Perkowitz, Oren Etzioni
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Agents That Work in Harmony by Knowing and Fulfilling Their Obligations Mihai Barbuceanu
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Algorithms for Propositional KB Approximation Yacine Boufkhad
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Alternative Essences of Intelligence Rodney A. Brooks, Cynthia Breazeal, Robert Irie, Charles C. Kemp, Matthew Marjanovic, Brian Scassellati, Matthew M. Williamson
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Ambiguity and Constraint in Mathematical Expression Recognition Erik G. Miller, Paul A. Viola
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An Action Language Based on Causal Explanation: Preliminary Report Enrico Giunchiglia, Vladimir Lifschitz
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An Algebra for Cyclic Ordering of 2D Orientations Amar Isli, Anthony G. Cohn
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An Algorithm to Evaluate Quantified Boolean Formulae Marco Cadoli, Andrea Giovanardi, Marco Schaerf
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An Architecture for Exploring Large Design Spaces John R. Josephson, B. Chandrasekaran, Mark Carroll, Naresh Iyer, Bryon Wasacz, Giorgio Rizzoni, Qingyuam Li, David A. Erb
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An Expert System for Alarm System Planning Akira Tsurushima, Kenji Urushima, Daigo Sakata, Hiroyuki Date, Masatomo Nakata, Yoshinobu Adachi, Kazuhisa Takahashi
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An Integer Local Search Method with Application to Capacitated Production Planning Joachim P. Walser, Ramesh Iyer, Narayan Venkatasubramanyan
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An Ontology for Transitions in Physical Dynamic Systems Pieter J. Mosterman, Feng Zhao, Gautam Biswas
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Analyzing External Conditions to Improve the Efficiency of HTN Planning Reiko Tsuneto, James A. Hendler, Dana S. Nau
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ANSWER: Network Monitoring Using Object-Oriented Rules Gary M. Weiss, Johannes P. Ros, Anoop Singhal
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Answering Questions for an Organization Online Vladimir A. Kulyukin, Kristian J. Hammond, Robin D. Burke
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Anytime Approximate Modal Reasoning Fabio Massacci
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Anytime Coalition Structure Generation with Worst Case Guarantees Tuomas Sandholm, Kate Larson, Martin Andersson, Onn Shehory, Fernando Tohmé
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Applying Online Search Techniques to Continuous-State Reinforcement Learning Scott Davies, Andrew Y. Ng, Andrew W. Moore
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Automated Intelligent Pilots for Combat Flight Simulation Randolph M. Jones, John E. Laird, Paul E. Nielsen
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Automatic OBDD-Based Generation of Universal Plans in Non-Deterministic Domains Alessandro Cimatti, Marco Roveri, Paolo Traverso
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Backtracking Algorithms for Disjunctions of Temporal Constraints Kostas Stergiou, Manolis Koubarakis
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Bayesian Network Models for Generation of Crisis Management Training Scenarios Eugene Grois, William H. Hsu, Mikhail Voloshin, David C. Wilkins
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Bayesian Q-Learning Richard Dearden, Nir Friedman, Stuart Russell
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Bayesian Reasoning for Tropical Cyclone Intensity Forecasting and Risk Analysis Grace W. Rumantir
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Bayesian Reasoning in an Abductive Mechanism for Argument Generation and Analysis Ingrid Zukerman, Richard McConachy, Kevin B. Korb
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Belief Revision with Unreliable Observations Craig Boutilier, Nir Friedman, Joseph Y. Halpern
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BIG: A Resource-Bounded Information Gathering Agent Victor R. Lesser, Bryan Horling, Frank Klassner, Anita Raja, Thomas Wagner, Xiaoqin Zhang
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Boosting Classifiers Regionally Richard Maclin
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Boosting Combinatorial Search Through Randomization Carla P. Gomes, Bart Selman, Henry A. Kautz
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Boosting in the Limit: Maximizing the Margin of Learned Ensembles Adam J. Grove, Dale Schuurmans
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Branch and Bound Algorithm Selection by Performance Prediction Lionel Lobjois, Michel Lemaître
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Building Agents from Shared Ontologies Through Apprenticeship Multistrategy Learning Kathryn Wright, Mihai Boicu, Seok Won Lee, Gheorghe Tecuci
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Classification Using an Online Genetic Algorithm Brian D. Davison
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Complete Anytime Beam Search Weixiong Zhang
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Complexity Analysis of Admissible Heuristic Search Richard E. Korf, Michael Reid
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Computing Intersections of Horn Theories for Reasoning with Models Thomas Eiter, Toshihide Ibaraki, Kazuhisa Makino
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Concepts from Time Series Michael T. Rosenstein, Paul R. Cohen
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Conformant Graphplan David E. Smith, Daniel S. Weld
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Constructing the Correct Diagnosis When Symptoms Disappear Nancy E. Reed
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Control Strategies in HTN Planning: Theory Versus Practice Dana S. Nau, Stephen J. J. Smith, Kutluhan Erol
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Controlling Communication in Distributed Planning Using Irrelevance Reasoning Michael Wolverton, Marie desJardins
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Conversation Machines for Transaction Processing Wlodek Zadrozny, Catherine G. Wolf, Nanda Kambhatla, Yiming Ye
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Cooperating with People: The Intelligent Classroom David Franklin
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Countrywide Automated Property Evaluation System - CAPES Ingemar A. E. Hulthage, Iain Stobie
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Data Mining for Maintenance of Complex Systems Sylvain Létourneau
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Decompositional, Model-Based Learning and Its Analogy to Diagnosis Brian C. Williams, William Millar
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Dependent Bigram Identification Ted Pedersen
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Design Principles for Intelligent Environments Michael H. Coen
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Development of Outdoor Navigation for a Robotic Wheelchair System Holly A. Yanco
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Discourse Learning: Dialogue Act Tagging with Transformation-Based Learning Ken Samuel
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Discovering Admissible Simultaneous Equations of Large Scale Systems Takashi Washio, Hiroshi Motoda
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DL-$elect: A Decision-List-Based Data-Mining System Karl Weinmeister
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Emotion Model for Life-like Agent and Its Evaluation Hirohide Ushida, Yuji Hirayama, Hiroshi Nakajima
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Emotion-Based Agents Rodrigo M. M. Ventura, Carlos A. Pinto-Ferreira
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Empirical Acquisition of Word-Sense Distinctions Thomas P. O'Hara
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Ensuring Reasoning Consistency in Hierarchical Architectures Robert E. Wray Iii, John E. Laird
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Estimating the Expected Error of Empirical Minimizers for Model Selection Tobias Scheffer, Thorsten Joachims
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Evolvable Hardware Chip for High Precision Printer Image Compression Hidenori Sakanashi, Mehrdad Salami, Masaya Iwata, Shogo Nakaya, Tsukasa Yamauchi, Takeshi Inuo, Nobuki Kajihara, Tetsuya Higuchi
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Experimenting with Power Default Reasoning Eric Klavins, William C. Rounds, Guo-Qiang Zhang
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Expert System Technology for Nondestructive Waste Assay John C. Determan, Greg K. Becker
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Exploiting Diversity for Natural Language Processing John C. Henderson
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Extending GENET to Solve Fuzzy Constraint Satisfaction Problems Jason H. Y. Wong, Ho-fung Leung
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Extending Graphplan to Handle Uncertainty & Sensing Actions Daniel S. Weld, Corin R. Anderson, David E. Smith
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Extending the Classification Paradigm to Temporal Domains Mohammed Waleed Kadous
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Eye Finding via Face Detection for a Foveated Active Vision System Brian Scassellati
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Fast Probabilistic Modeling for Combinatorial Optimization Shumeet Baluja, Scott Davies
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Fast Transformation of Temporal Plans for Efficient Execution Ioannis Tsamardinos, Nicola Muscettola, Paul H. Morris
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Feature Generation for Sequence Categorization Daniel Kudenko, Haym Hirsh
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Finding Optimal Strategies for Imperfect Information Games Ian Frank, David A. Basin, Hitoshi Matsubara
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Fixpoint 3-Valued Semantics for Autoepistemic Logic Marc Denecker, V. Wiktor Marek, Miroslaw Truszczynski
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Generalized A* for Cyclic AND/OR Graphs Supriyo Ghose
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Generalizing Partial Order and Dynamic Backtracking Christian Bliek
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Generating Adequate Instructions: Knowing When to Stop Juliet C. Bourne
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Generating Coordinated Natural Language and 3D Animations for Complex Spatial Explanations Stuart G. Towns, Charles B. Callaway, James C. Lester
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Generating Inference-Rich Discourse Through Revisions of RST-Trees Helmut Horacek
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Genetic Search for Accurate Feature Sets Brendan Burns
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Goal and Responsibility Allocation in Sensible Agent-Based Systems Ryan McKay, K. Suzanne Barber
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Handling Inconsistency for Multi-Source Integration Sheila Tejada, Craig A. Knoblock, Steven Minton
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Hard Problems for CSP Algorithms David G. Mitchell
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Hermes: Supporting Argumentative Discourse in Multi-Agent Decision Making Nikos I. Karacapilidis, Dimitris Papadias
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Heuristic Search in Cyclic AND/OR Graphs Eric A. Hansen, Shlomo Zilberstein
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Highest Utility First Search Across Multiple Levels of Stochastic Design Louis I. Steinberg, J. Storrs Hall, Brian D. Davison
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HR - Automatic Concept Formation in Finite Algebras Simon Colton
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Hybrid Knowledge Based System for Automatic Classificaton of B-Scan Images from Ultrasonic Rail Inspection Jacek Jarmulak, Eugene J. H. Kerckhoffs, Peter Paul van't Veen
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Hybrid Planning for Partially Hierarchical Domains Subbarao Kambhampati, Amol Dattatraya Mali, Biplav Srivastava
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Improving Big Plans Neal Lesh, Nathaniel G. Martin, James F. Allen
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Inferring State Constraints for Domain-Independent Planning Alfonso Gerevini, Lenhart K. Schubert
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Information Extraction from HTML: Application of a General Machine Learning Approach Dayne Freitag
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Integrating AI Components for a Military Planning Application Marie A. Bienkowski, Louis J. Hoebel
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Integrating Topological and Metric Maps for Mobile Robot Navigation: A Statistical Approach Sebastian Thrun, Jens-Steffen Gutmann, Dieter Fox, Wolfram Burgard, Benjamin Kuipers
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Intelligent Control of Life Support Systems for Space Habitats Debra Schreckenghost, Daniel Ryan, Carroll Thronesbery, R. Peter Bonasso, Daniel Poirot
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Iterated Phantom Induction: A Little Knowledge Can Go a Long Way Mark Brodie, Gerald DeJong
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Knowledge Intensive Exception Spaces Sarabjot S. Anand, David W. Patterson, John G. Hughes
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Knowledge Lean Word-Sense Disambiguation Ted Pedersen, Rebecca F. Bruce
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Knowledge-Based Avoidance of Drug-Resistant HIV Mutants Richard H. Lathrop, Nicholas R. Steffen, Miriam P. Raphael, Sophia Deeds-Rubin, Michael J. Pazzani, Paul J. Cimoch, Darryl M. See, Jeremiah G. Tilles
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Learning Cooperative Lane Selection Strategies for Highways David E. Moriarty, Pat Langley
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Learning Evaluation Functions for Global Optimization and Boolean Satisfiability Justin A. Boyan, Andrew W. Moore
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Learning in Markov Games with Incomplete Information Junling Hu
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Learning Investment Functions for Controlling the Utility of Control Knowledge Oleg Ledeniov, Shaul Markovitch
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Learning to Classify Text from Labeled and Unlabeled Documents Kamal Nigam, Andrew McCallum, Sebastian Thrun, Tom M. Mitchell
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Learning to Extract Symbolic Knowledge from the World Wide Web Mark Craven, Dan DiPasquo, Dayne Freitag, Andrew McCallum, Tom M. Mitchell, Kamal Nigam, Seán Slattery
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Learning to Predict User Operations for Adaptive Scheduling Melinda T. Gervasio, Wayne Iba, Pat Langley
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Learning to Resolve Natural Language Ambiguities: A Unified Approach Dan Roth
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Learning to Teach with a Reinforcement Learning Agent Joseph Beck
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Leveled Commitment Contracts with Myopic and Strategic Agents Martin Andersson, Tuomas Sandholm
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Local Search for Statistical Counting Olivier Bailleux
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Logical Representation and Computation of Optimal Decisions in a Qualitative Setting Didier Dubois, Daniel Le Berre, Henri Prade, Régis Sabbadin
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Machine Learning of Generic and User-Focused Summarization Inderjeet Mani, Eric Bloedorn
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Maintaining Consistency in Hierarchical Reasoning Robert E. Wray Iii, John E. Laird
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Managing Multiple Tasks in Complex, Dynamic Environments Michael Freed
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Metacognition in Software Agents Using Classifier Systems Zhaohua Zhang, Stan Franklin, Dipankar Dasgupta
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Minimal Social Laws David Fitoussi, Moshe Tennenholtz
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Modeling Web Sources for Information Integration Craig A. Knoblock, Steven Minton, José Luis Ambite, Naveen Ashish, Pragnesh Jay Modi, Ion Muslea, Andrew Philpot, Sheila Tejada
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Multi Machine Scheduling: An Agent-Based Approach Rama Akkiraju, Pinar Keskinocak, Sesh Murthy, Frederick Y. Wu
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Multimodal Reasoning for Automatic Model Construction Reinhard Stolle, Elizabeth Bradley
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Multimodal, Multilevel Selective Attention Micheal Hewett
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Natural Language Multiprocessing: A Case Study Enrico Pontelli, Gopal Gupta, Janyce Wiebe, David Farwell
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Needles in a Haystack: Plan Recognition in Large Spatial Domains Involving Multiple Agents Mark Devaney, Ashwin Ram
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Nested Joint Probability Model for Morphological Analysis and Its Grid Pruning Koji Fujimoto, Nobuo Inui, Yoshiyuki Kotani
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Neural Approaches to Blind Separation and Cumulant Analysis and Its Application to Diagnostics of Nuclear Power Plants Alexei Ourmanov
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OKBC: A Programmatic Foundation for Knowledge Base Interoperability Vinay K. Chaudhri, Adam Farquhar, Richard Fikes, Peter D. Karp, James Rice
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On the Computation of Local Interchangeability in Discrete Constraint Satisfaction Problems Berthe Y. Choueiry, Guevara Noubir
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On the Conversion Between Non-Binary and Binary Constraint Satisfaction Problems Fahiem Bacchus, Peter van Beek
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Opponent Modeling in Poker Darse Billings, Denis Papp, Jonathan Schaeffer, Duane Szafron
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Optimal 2D Model Matching Using a Messy Genetic Algorithm J. Ross Beveridge
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Optimal Auctions Revisited Dov Monderer, Moshe Tennenholtz
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Optimizing Information Agents by Selectively Materializing Data Naveen Ashish
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Optimizing Initial Configurations of Neural Networks for the Task of Natural Language Learning Jaime J. Dávila
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Perception, Memory, and the Field of View Problem William S. Gribble
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Plan Recognition in Complex Spatial Domains Mark Devaney
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Pluto: Managing Multistrategy Learning Through Planning Gordon T. Shippey, J. William Murdock, Ashwin Ram
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Position Estimation for Mobile Robots in Dynamic Environments Dieter Fox, Wolfram Burgard, Sebastian Thrun, Armin B. Cremers
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Pragmatic Multi-Agent Learning Andrew Garland
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Probabilistic Frame-Based Systems Daphne Koller, Avi Pfeffer
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Procedural Help in Andes: Generating Hints Using a Bayesian Network Student Model Abigail S. Gertner, Cristina Conati, Kurt VanLehn
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Producing BT's Yellow Pages with Formation Gail Anderson, Andrew Casson-du Mont, Ann Macintosh, Robert Rae, Barry Gleeson
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Qualitative Analysis of Distributed Physical Systems with Applications to Control Synthesis Christopher Bailey-Kellogg, Feng Zhao
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Qualitative Simulation as a Temporally-Extended Constraint Satisfaction Problem Daniel J. Clancy, Benjamin Kuipers
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Rational Multiagent Organization and Reorganization Wayne A. Smith
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Raw Corpus Word Sense Disambiguation Ted Pedersen
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Realtime Constraint-Based Cinematography for Complex Interactive 3D Worlds William H. Bares, Joël P. Grégoire, James C. Lester
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Reasoning Under Inconsistency Based on Implicitly-Specified Partial Qualitative Probability Relations: A Unified Framework Salem Benferhat, Didier Dubois, Jérôme Lang, Henri Prade, Alessandro Saffiotti, Philippe Smets
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Recommendation as Classification: Using Social and Content-Based Information in Recommendation Chumki Basu, Haym Hirsh, William W. Cohen
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Reducing Query Answering to Satisfiability in Nonmonotonic Logics Riccardo Rosati
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Refinement-Based Planning as Satisfiability Amol Dattatraya Mali
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Representing Scientific Experiments: Implications for Ontology Design and Knowledge Sharing Natalya Fridman Noy, Carole D. Hafner
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Reversible DAC and Other Improvements for Solving Max-CSP Javier Larrosa, Pedro Meseguer, Thomas Schiex, Gérard Verfaillie
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Robust Classification Systems for Imprecise Environments Foster J. Provost, Tom Fawcett
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Selection of Conflict Resolution Strategies in Dynamically Organized Sensible Agent-Based Systems Tse-Hsin Liu, K. Suzanne Barber
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Single-Agent Search in the Presence of Deadlocks Andreas Junghanns, Jonathan Schaeffer
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Solving Very Large Weakly Coupled Markov Decision Processes Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, Leonid Peshkin, Leslie Pack Kaelbling, Thomas L. Dean, Craig Boutilier
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Sound Ontology for Computational Auditory Scence Analysis Tomohiro Nakatani, Hiroshi G. Okuno
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Speech Recognition with Dynamic Bayesian Networks Geoffrey Zweig, Stuart Russell
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Split up: The Use of an Argument Based Knowledge Representation to Meet Expectations of Different Users for Discretionary Decision Making Andrew Stranieri, John Zeleznikow
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Stochastic Node Caching for Memory-Bounded Search Teruhisa Miura, Toru Ishida
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Structured Probabilistic Models: Bayesian Networks and Beyond Daphne Koller
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Structured Representation of Complex Stochastic Systems Nir Friedman, Daphne Koller, Avi Pfeffer
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Success in Spades: Using AI Planning Techniques to Win the World Championship of Computer Bridge Stephen J. J. Smith, Dana S. Nau, Thomas A. Throop
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Supermodels and Robustness Matthew L. Ginsberg, Andrew J. Parkes, Amitabha Roy
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SUSTAIN: A Model of Human Category Learning Bradley C. Love, Douglas L. Medin
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Template-Based Recognition of Pose and Motion Gestures on a Mobile Robot Stefan Waldherr, Sebastian Thrun, Roseli A. F. Romero, Dimitris Margaritis
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Temporal Reasoning with Qualitative and Quantitative Information About Points and Durations Rattana Wetprasit, Abdul Sattar
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The Branching Factor of Regular Search Spaces Stefan Edelkamp, Richard E. Korf
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The Constrainedness Knife-Edge Toby Walsh
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The Dynamics of Reinforcement Learning in Cooperative Multiagent Systems Caroline Claus, Craig Boutilier
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The Interactive Museum Tour-Guide Robot Wolfram Burgard, Armin B. Cremers, Dieter Fox, Dirk Hähnel, Gerhard Lakemeyer, Dirk Schulz, Walter Steiner, Sebastian Thrun
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The NASD Regulation Advanced Detection System (ADS) J. Dale Kirkland, Ted E. Senator, James J. Hayden, Tomasz Dybala, Henry G. Goldberg, Ping Shyr
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The Role of Data Reprocessing in Complex Acoustic Environments Frank Klassner, Victor R. Lesser, Hamid Nawab
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The Temporal Analysis of Chisholm's Paradox Leendert W. N. van der Torre, Yao-Hua Tan
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Toward Design as Collaboration Susan L. Epstein
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Towards Text Knowledge Engineering Udo Hahn, Klemens Schnattinger
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Tree Based Discretization for Continuous State Space Reinforcement Learning William T. B. Uther, Manuela M. Veloso
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TRIPS: An Integrated Intelligent Problem-Solving Assistant George Ferguson, James F. Allen
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Turbine Engine Diagnostics (TED): An Expert Diagnostic System for the M1 Abrams Turbine Engine Richard Helfman, Edmund H. Baur, John Dumer, Tim Hanratty, Holly Ingham
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Tutorial Response Generation in a Writing Tool for Deaf Learners of English Lisa N. Michaud
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Two Forms of Dependence in Propositional Logic: Controllability and Definability Jérôme Lang, Pierre Marquis
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Usability Issues in Knowledge Representation Systems Deborah L. McGuinness, Peter F. Patel-Schneider
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Using Arc Weights to Improve Iterative Repair John Thornton, Abdul Sattar
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Using Artificial Intelligence Planning to Automate SAR Image Processing for Scientific Data Analysis Forest Fisher, Steve A. Chien, Edisanter Lo, Ronald Greeley
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Using Caching to Solve Larger Probabilistic Planning Problems Stephen M. Majercik, Michael L. Littman
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Warfighter's Information Packager Yigal Arens, Weixiong Zhang, Yongwon Lee, Jon Dukes-Schlossberg, Marc Zev
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What Can Knowledge Representation Do for Semi-Structured Data? Diego Calvanese, Giuseppe De Giacomo, Maurizio Lenzerini
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What Is Wrong with Us? Improving Robustness Through Social Diagnosis Gal A. Kaminka, Milind Tambe
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When Robots Weep: Emotional Memories and Decision-Making Juan David Velásquez
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Which Search Problems Are Random? Tad Hogg
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