ML Anthology

AAAI 1997

213 papers

A Color Interest Operator for Landmark-Based Navigation Zachary Dodds, Gregory D. Hager
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A Comparison of Model Averaging Methods in Foreign Exchange Prediction Pedro M. Domingos
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A Comparison of Two Approaches to Splitting Default Theories Grigoris Antoniou
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A Cooperative Multi-Robot Approach to the Mapping and Exploration of Mars Paul E. Rybski, Sascha Stoeter, Chris Wyman, Maria L. Gini
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A Generic Knowledge-Base Browser and Editor Suzanne M. Paley, John D. Lowrance, Peter D. Karp
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A Heuristic Variable Grid Solution Method for POMDPs Ronen I. Brafman
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A Hybrid Architecture for Real-Time Mixed-Initiative Planning and Control Steven W. Mitchell
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A Linear Programming Heuristic for Optimal Planning Tom Bylander
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A Model of Invention Marin Simina, Ashwin Ram, Janet L. Kolodner, Michael E. Gorman
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A New Metric-Based Approach to Model Selection Dale Schuurmans
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A New Supervised Learning Algorithm for Word Sense Disambiguation Ted Pedersen, Rebecca F. Bruce
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A New Unification Method for Temporal Reasoning with Constraints Eddie Schwalb
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A Practical Algorithm for Finding Optimal Triangulations Kirill Shoikhet, Dan Geiger
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A Pragmatic Treatment of Quantification in Natural Language Walid S. Saba, Jean-Pierre Corriveau
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A Reflective Proof System for Reasoning in Contexts Pierre E. Bonzon
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A Robust and Fast Action Selection Mechanism for Planning Blai Bonet, Gábor Loerincs, Hector Geffner
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A Script-Based Approach to Modifying Knowledge Bases Yolanda Gil, Marcelo Tallis
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A Situated Vacuuming Robot David J. Bruemmer, Ross Michael Dickson, Jeremy Dilatush, David Allan Lewis, Heather Mateyak, Mike Mirarchi, Mike Morton, Jim Tracy, A. Vorobiev, Lisa Meeden
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A Stochastic Strategy for Multiagent Contracts and the Impact of Deliberation Overhead Sunju Park, Edmund H. Durfee
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Abductive Completion of Plan Sketches Karen L. Myers
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Active Learning with Committees Ray Liere, Prasad Tadepalli
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Active Learning with Committees for Text Categorization Ray Liere, Prasad Tadepalli
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Adaptive Hybrid System Architecture for Forecasting Juan M. Corchado
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Adding Knowledge to the Action Description Language a Jorge Lobo, Gisela Mendez, Stuart R. Taylor
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ADDVAC: Applying Active Design Documents for the Capture, Retrieval and Use of Rationale During Offshore Platform VAC Design Ana Cristina Bicharra Garcia, Joper Cezar de Andrade, Rogério Ferreira Rodrigues, Ricardo Moura
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Agent Architectures for Flexible, Practical Teamwork Milind Tambe
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Althea: Minimalist Representation for Robot Assembly Tasks Jonathan B. Handler
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An Efficient Heuristic Search in a Large Multi-Agent System Cheng-Gang Bian, Wen Cao, Gunnar Hartvigsen
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An Empirical Evaluation of Bagging and Boosting Richard Maclin, David W. Opitz
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An Information-Based Approach to Punctuation Bilge Say
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An Intelligent Control Architecture for Accelerator Beamline Tuning William B. Klein, Carl R. Stern, George F. Luger, Eric T. Olsson
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Analogical Replay for Efficient Conditional Planning Jim Blythe, Manuela M. Veloso
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Analyzing Agents That Learn About Agents José M. Vidal, Edmund H. Durfee
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Animation with CATHI Andreas Butz
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Applications of Machine Learning to Information Access Mehran Sahami
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Applications of Rule-Base Coverage Measures to Expert System Evaluation Valerie Barr
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Applying Clustering to the Classification Problem Piew Datta
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Are You Being Served? David P. Miller, Cathryne Stein, Anne Wright, Randy Sargent
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ARIEL: Autonomous Robot for Integrated Exploration and Localization Brian Yamauchi, Alan C. Schultz, William Adams, Kevin Graves, John J. Grefenstette, Dennis Perzanowski
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Attitude and Position Control Using Real-Time Color Tracking David P. Miller, Anne Wright, Randy Sargent, Rob Cohen, Teresa Hunt
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Automated Generation of Tracking Plans for a Network of Communications Antennas Steve A. Chien, Anita Govindjee, Tara A. Estlin, Xuemei Wang, Randall W. Hill Jr.
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Autonomous Exploration: An Integrated Systems Approach Marc Bolduc, Eric Bourque, Gregory Dudek, Nicholas Roy, Robert Sim
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Avoiding Failure via Pre-Planned Responses and Time-Bounded Planning Ella M. Atkins, Edmund H. Durfee, Kang G. Shin
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Bayes Networks for Estimating the Number of Solutions to a CSP Amnon Meisels, Solomon Eyal Shimony, Gadi Solotorevsky
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Belief Network Inference in Dynamic Environments Ole J. Mengshoel
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Benefits of Learning in Negotiation Daniel Dajun Zeng, Katia P. Sycara
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Beyond Contention: Extending Texture-Based Scheduling Heuristics J. Christopher Beck, Andrew J. Davenport, Edward M. Sitarski, Mark S. Fox
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Beyond Minimizing Change Tom Costello
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Blackboard Agents for Mixed-Initiative Management of Integrated Process-Planning/Production-Scheduling Solutions Across the Supply Chain David W. Hildum, Norman M. Sadeh, Thomas J. Laliberty, John McA'Nulty, Stephen F. Smith, Dag Kjenstad
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Building Brains for Rooms: Designing Distributed Software Agents Michael H. Coen
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Building Concept Representations from Reusable Components Peter Clark, Bruce W. Porter
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Case and Constraint-Based Apartment Construction Project Planning System: FASTrak-APT Kyoung Jun Lee, Hyun Woo Kim, Jae Kyu Lee, Tae Hwan Kim, Chang Gon Kim, Myoung Kyun Yoon, Eui Jun Hwang, Hyun Jeong Park
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Case-Based Similarity Assessment: Estimating Adaptability from Experience David B. Leake, Andrew Kinley, David C. Wilson
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Causal Theories of Action and Change Norman McCain, Hudson Turner
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ChemReg: Using Case-Based Reasoning to Support Health and Safety Compliance in the Chemical Industry Kirk D. Wilson
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Classification and Reductio-Ad-Absurdum Optimality Proofs Haim Schweitzer
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Clustering at the Phase Transition Andrew J. Parkes
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Combining Approximate Front End Signal Processing with Selective Reprocessing in Auditory Perception Frank Klassner, Victor R. Lesser, Hamid Nawab
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Comparatives in Context Steffen Staab, Udo Hahn
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Complex Goal Criteria and Its Application in Design-to-Criteria Scheduling Thomas Wagner, Alan Garvey, Victor R. Lesser
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Computing Discourse Information with Statistical Methods Kenneth B. Samuel
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Connection Based Strategies for Deciding Propositional Temporal Logic Subash Shankar, James R. Slagle
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Coordinating Agents by Role Based Social Constraints and Conversation Plans Mihai Barbuceanu
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CREWS_NS: Scheduling Train Crew in the Netherlands Ernesto M. Morgado, João P. Martins
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Design of High Performance Help Desk Application and Its Implementation Results Charles S. Moon, Thomas A. Shore, Gary Brophy, Dennis Koski
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Desktop Underwriter: Fannie Mae's Automated Mortgage Underwriting Expert System David W. McDonald, Charles O. Pepe, Henry M. Bowers, Edward J. Dombroski
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Detecting and Reacting to Unplanned-for World States Ella M. Atkins, Edmund H. Durfee, Kang G. Shin
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Detecting Redundant Production Rules James G. Schmolze, Wayne Snyder
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Detecting Unsatisfiable CSPs by Coloring the Micro-Structure Daya Ram Gaur, W. Ken Jackson, William S. Havens
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Development of Iterative Scheduler to Planner Feedback Charles B. McVey, Ella M. Atkins, Edmund H. Durfee, Kang G. Shin
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DISXPERT: A Social Security Disability Screening Expert System James R. Nolan
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Dynamic Abstraction Planning Robert P. Goldman, David J. Musliner, Kurt D. Krebsbach, Mark S. Boddy
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Dynamic Organization of Search Results Using a Taxonomic Domain Model Wanda Pratt
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Dynamic Prioritization of Complex Agents in Distributed Constraint Satisfaction Problems Aaron A. Armstrong, Edmund H. Durfee
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Effective Bayesian Inference for Stochastic Programs Daphne Koller, David A. McAllester, Avi Pfeffer
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Effective Redundant Constraints for Online Scheduling Lise Getoor, Greger Ottosson, Markus P. J. Fromherz, Björn Carlson
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Efficient Management of Very Large Ontologies Kilian Stoffel, Merwyn G. Taylor, James A. Hendler
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Efficient Production Match Algorithm and Its Implication for Dynamic Constraint Satisfaction Problems Bonghan Cho, Paul S. Rosenbloom, Milind Tambe
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Evaluating the Role of Background Knowledge in Enhancing Knowledge Discovery in Databases Venkateswarlu Kolluri
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Evidence for Invariants in Local Search David A. McAllester, Bart Selman, Henry A. Kautz
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Experiments in UNIX Command Prediction Brian D. Davison, Haym Hirsh
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Exploiting Symmetry in Lifted CSPs David Joslin, Amitabha Roy
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Exploiting the Deep Structure of Constraint Satisfaction Problems with Quantum Computers Tad Hogg
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Extending the Regular Restriction of Resolution to Non-Linear Subdeductions Bruce Spencer, Joseph Douglas Horton
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Fast Context Switching in Real-Time Propositional Reasoning P. Pandurang Nayak, Brian C. Williams
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Finding Life on Mars, and Other Tasks for NCSU's Mobile Robots Jason A. Janét, Bruce R. Linnell, Sean M. Scoggins
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Finding Optimal Solutions to Rubik's Cube Using Pattern Databases Richard E. Korf
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From Local to Global Coherence: A Bottom-up Approach to Text Planning Daniel Marcu
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Generating C4.5 Production Rules in Parallel Richard Kufrin
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Hack and Kluge Pete Beim, Ian Horswill, Ivan Yen
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IDS: Improving Aircraft Fleet Maintenance Rob Wylie, Robert Orchard, Michael Halasz, François Dubé
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If at First You Don't Succeed Kentaro Toyama, Gregory D. Hager
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Incremental Methods for Computing Bounds in Partially Observable Markov Decision Processes Milos Hauskrecht
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Information Extraction Based Multiple-Category Document Classification for the Global Legal Information Network Richard D. Holowczak, Nabil R. Adam
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Information Routing Using a Corpus Distribution Jeffrey A. Goldman
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Integrating a Spatial Reasoner with a Resolution Theorem-Prover Thomas R. Ioerger
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Intelligent Agents for the Synthetic Battlefield: A Company of Rotary Wing Aircraft Randall W. Hill Jr., Johnny Chen, Jonathan Gratch, Paul S. Rosenbloom, Milind Tambe
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Intelligent Command Control for VLSI CAD Systems Motohide Otsubo, Satoru Fujita, Toru Yamanouchi
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Intelligent Methods for File System Optimization Leo Kuvayev, C. Lee Giles, James Philbin, Henry Cejtin
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Intelligent Sensor Fusion for the 1997 AAAI Mobile Robot Competition Robin R. Murphy
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Interchangeability Supports Abstraction and Reformulation for Multi-Dimensional Constraint Satisfaction Eugene C. Freuder, Daniel Sabin
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Interference as a Tool for Designing and Evaluating Multi-Robot Controllers Dani Goldberg, Maja J. Mataric
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Iterative Refinement of Knowledge Bases with Consistency Guarantees Stephen F. Correl
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James Bond and Michael Ovitz: The Secret Life of Agents Katia P. Sycara
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Kansas State Robotics Todd Prater, Michael J. Novak, Brian Rectanus, Steven Gustafson, David A. Gustafson
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Knowledge Lean Word Sense Disambiguation Ted Pedersen
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Layered Learning in Multiagent Systems Peter Stone
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Learning Bayesian Networks from Incomplete Data Moninder Singh
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Learning Goal-Decomposition Rules Using Exercises Chandra Reddy, Prasad Tadepalli
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Learning in a Fuzzy Logic Robot Controller Douglas S. Blank, J. Oliver Ross
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Learning Multiple Models Without Sacrificing Comprehensibility Pedro M. Domingos
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Learning to Play Hearts Leo Kuvayev
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Lessons in Neural Network Training: Overfitting May Be Harder than Expected Steve Lawrence, C. Lee Giles, Ah Chung Tsoi
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Lobokhod: The University of New Mexico's Robotic Mars Rover Daniel P. Stormont, Jane Canulette, Timothy Eyring, Jose Juste, Salamon Quintana, Chaouki T. Abdallah, Raymond H. Byrne, Gregory L. Heileman
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LOBOtomous: An Autonomous Platform for Indoor Environments Ales V. Hvezda, John J. Garcia, Paul R. Klarer, Raymond H. Byrne, Gregory L. Heileman, Chaouki T. Abdallah
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Local Search Algorithms for Partial MAXSAT Byungki Cha, Kazuo Iwama, Yahiko Kambayashi, Shuichi Miyazaki
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Machine Learning for Intelligent Systems Pat Langley
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Market-Oriented Programming (Abstract) Michael P. Wellman
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Matching Requests for Agent Services with Differentiated Vocabulary Peter Weinstein, William P. Birmingham
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Maximally Parsimonious Discrimination: A Generic Task from Linguistic Discovery Raúl E. Valdés-Pérez, Vladimir Pericliev
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Maximizing the Benefits of Parallel Search Using Machine Learning Diane J. Cook, R. Craig Varnell
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MITA: An Information Extraction Approach to Analysis of Free-Form Text in Life Insurance Applications Barry Glasgow, Alan Mandell, Dan Binney, Lila Ghemri, David Fisher
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Model Decomposition and Simulation: A Component Based Qualitative Simulation Algorithm Daniel J. Clancy, Benjamin Kuipers
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Model Minimization in Markov Decision Processes Thomas L. Dean, Robert Givan
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Model-Theoretic Semantics and Tractable Algorithm for CNF-BCP Rahul Roy-Chowdhury, Mukesh Dalal
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Modeling Emotions and Other Motivations in Synthetic Agents Juan David Velásquez
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Models of Continual Computation Eric Horvitz
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Modifying Knowledge Bases Using Scripts Marcelo Tallis, Yolanda Gil
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Monitoring, Prediction, and Fault Isolation in Dynamic Physical Systems Pieter J. Mosterman, Gautam Biswas
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More Efficient Windowing Johannes Fürnkranz
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Mulitmodal Interaction for Distributed Interactive Simulation Philip R. Cohen, Michael Johnston, David McGee, Sharon L. Oviatt, Jay Pittman, Ira A. Smith, Liang Chen, Josh Clow
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Multi-Document Summarization by Graph Search and Matching Inderjeet Mani, Eric Bloedorn
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MultiADD: A Multiagent Active Design Document Model to Support Group Design Adriana Santarosa Vivacqua, Ana Cristina Bicharra Garcia
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Multiple Agents from the Bottom up: The Interaction Lab's Robot Competition Effort Barry Brian Werger, Miguel Schneider-Fontán, Dani Goldberg, Gregory Hornby, Maja J. Mataric, Sen Song
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Multiple Fault Diagnosis from FMEA Chris J. Price, Neil S. Taylor
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Naive Mixes for Word Sense Disambiguation Ted Pedersen
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Navigation and Planning in a Mixed-Initiative User Interface Robert St. Amant
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Negotiation on Data Allocation in Multi-Agent Environments Rina Azoulay-Schwartz, Sarit Kraus
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Noise Sensitivity Analysis for Shape from Focus Methods Jenn-Kwei Tyan
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Noise, Non-Determinism and Spatial Uncertainty Murray Shanahan
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Obvious Properties of Computer Programs Robert Givan
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On the Axiomatization of Qualitative Decision Criteria Ronen I. Brafman, Moshe Tennenholtz
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On the Discovery of Patterns in Medical Data Jorge C. G. Ramirez, Lynn L. Peterson, Dolores M. Peterson, Gretchen K. Cormier
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Ordered Semantic Hyper Linking David A. Plaisted, Yunshan Zhu
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P-CLASSIC: A Tractable Probablistic Description Logic Daphne Koller, Alon Y. Levy, Avi Pfeffer
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Pattern Discovery in Distributed Databases Raj Bhatnagar, Sriram Srinivasan
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Pimtool, an Expert System to Troubleshoot Computer Hardware Failures Narendra Dev, Bart Anderson
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Planning by Rewriting: Efficiently Generating High-Quality Plans José Luis Ambite, Craig A. Knoblock
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Planning with Concurrent Interacting Actions Craig Boutilier, Ronen I. Brafman
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Possibilistic and Standard Probabilistic Semantics of Conditional Knowledge Salem Benferhat, Didier Dubois, Henri Prade
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Pragmatic Question Answering: Generic Versus Specific Responses Debra T. Burhans
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Predicting Resource Use with Case-Based Plan Recognition Jung Jin Lee, Robert McCartney
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Presenting and Analyzing the Results of AI Experiments: Data Averaging and Data Snooping C. Lee Giles, Steve Lawrence
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Probabilistic Learning in Bayesian and Stochastic Neural Networks William H. Hsu
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Probabilistic Propositional Planning: Representations and Complexity Michael L. Littman
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Problem Structure in the Presence of Perturbations Carla P. Gomes, Bart Selman
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Projective Relations for 3D Space: Computational Model, Application, and Psychological Evaluation Constanze Vorwerg, Gudrun Socher, Thomas Fuhr, Gerhard Sagerer, Gert Rickheit
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PST: The Provider Selection Tool Howard Marmorstein, Jayesh Ghia, Sandeep Sathaye, Akshay Gupta, Eva Baron-Vartian
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Qualified Ramifications Michael Thielscher
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Qualitative Rigid Body Mechanics Thomas F. Stahovich, Randall Davis, Howard E. Shrobe
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Quantification and Commonsense Reasoning Walid S. Saba, Jean-Pierre Corriveau
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Query Optimization Using Local Completeness Oliver M. Duschka
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Rationale-Supported Mixed-Initiative Case-Based Planning Manuela M. Veloso, Alice M. Mulvehill, Michael T. Cox
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Real-Time Full-Text Clustering of Networked Documents Mehran Sahami, Salim Yusufali, Michelle Q. Wang Baldonado
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Realtime Generation of Customized 3D Animated Explanations for Knowledge-Based Learning Environments William H. Bares, James C. Lester
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Reasoning with Minimal Belief and Negation as Failure: Algorithms and Complexity Riccardo Rosati
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Reinforcement Learning with Time Daishi Harada
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Representation, Search and Genetic Algorithms L. Darrell Whitley, Soraya B. Rana
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Representing Actions and State Constraints in Model-Based Diagnosis Sheila A. McIlraith
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Representing Sequences in Description Logics Haym Hirsh, Daniel Kudenko
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ServerDroid: A MultiMedia Service Robot R. Peter Bonasso
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Smart System Design Using Hybrid Models Ravi Kapadia
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Smokey: Automatic Recognition of Hostile Messages Ellen Spertus
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Social Comparison for Failure Detection and Recovery in Multi-Agent Settings Gal A. Kaminka, Milind Tambe
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Solving Linear Pseudo-Boolean Constraint Problems with Local Search Joachim P. Walser
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Sparse Representations for Fast, One-Shot Learning Kenneth Yip, Gerald J. Sussman
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Spatial Navigation with Uncertain Deviations Michel de Rougemont, Christoph Schlieder
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Speeding Safely: Multi-Criteria Optimization in Probabilistic Planning Michael S. Fulkerson, Michael L. Littman, Greg A. Keim
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Static and Dynamic Abstraction Solves the Problem of Chatter in Qualitative Simulation Daniel J. Clancy, Benjamin Kuipers
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Statistical Parsing with a Context-Free Grammar and Word Statistics Eugene Charniak
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STHANA: Profitability Forecast and Situation Analysis for Automated Teller Machines Cyril Way
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Stochastic Procedures for Generating Feasible Schedules Angelo Oddi, Stephen F. Smith
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Stratification for Variants of Default Logic Jörg Ernst, Grigoris Antoniou
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Structured Solution Methods for Non-Markovian Decision Processes Fahiem Bacchus, Craig Boutilier, Adam J. Grove
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Summarizing CSP Hardness with Continuous Probability Distributions Daniel Frost, Irina Rish, Lluís Vila
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Summarizing Time-Varying Data Sarah Boyd
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SunRay V - An Intelligent Container Trucking Operations Management and Control System Ina Ng, Andrew Gill, Ian Chia, Mei-Leng Koh, Chris Yeung, Lih-Wee Chew
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Symbolic Nearest Mean Classifiers Piew Datta, Dennis F. Kibler
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Tabu Search for SAT Bertrand Mazure, Lakhdar Sais, Éric Grégoire
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Teaming up: Georgia Tech's Multi-Robot Competition Teams Thomas R. Collins, Tucker R. Balch
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Template-Based Information Mining from HTML Documents Jane Yung-jen Hsu, Wen-tau Yih
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Texture-Based Heuristics for Scheduling Revisited J. Christopher Beck, Andrew J. Davenport, Edward M. Sitarski, Mark S. Fox
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The "Inverse Hollywood Problem": From Video to Scripts and Storyboards via Causal Analysis Matthew Brand
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The AAAI-97 Mobile Robot Competion: Martians, Remotes, Hors D'oeuvres and Cleaning up the Mess Afterwards (Abstract) Ronald C. Arkin, R. James Firby
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The Dartmouth Mobile Robot: SK William Garner, Gregory Friedland, Artyom Lifshits, Daniela Rus, Keith Kotay, Jon Howell
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The Effect of Observations on the Complexity of Model-Based Diagnosis Adnan Darwiche, Gregory M. Provan
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The Emergence of Spacecraft Autonomy Richard J. Doyle
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The Role of WordNet in the Creation of a Trainable Message Understanding System Amit Bagga, Joyce Yue Chai, Alan W. Biermann
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The Scaling of Search Cost Ian P. Gent, Ewan MacIntyre, Patrick Prosser, Toby Walsh
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The Scheduling of Rail at Union Pacific Railroad Kathleen Murphy, Elizabeth Ralston, David Friedlander, Rodney Swab, Paul Steege
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The Sounds of Silence: Towards Automated Evaluation of Student Learning in a Reading Tutor That Listens Jack Mostow, Gregory Aist
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Tools for Assembling Modular Ontologies in Ontolingua Richard Fikes, Adam Farquhar, James Rice
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Transferring and Retraining Learned Information Filters William W. Cohen, Daniel Kudenko
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Unified Hardware and Software Models for Smart System Design Ravi Kapadia
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Using a Robot Control Architecture to Automate Space Shuttle Operations R. Peter Bonasso, David Kortenkamp, Troy Whitney
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Using Branch-and-Bound with Constraint Satisfaction in Optimization Problems Stephen Beale
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Using Communication to Reduce Locality in Multi-Robot Learning Maja J. Mataric
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Using CSP Look-Back Techniques to Solve Real-World SAT Instances Roberto J. Bayardo Jr., Robert Schrag
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Variable-Selection Heuristics in Local Search for SAT Alex S. Fukunaga
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Version Spaces Without Boundary Sets Haym Hirsh, Nina Mishra, Leonard Pitt
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Visual Prompts and Graphical Design: A Framework for Exploring the Design Space of 2-D Charts and Graphs Vibhu O. Mittal
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What Does Knowledge Representation Have to Say to Artificial Intelligence? David W. Etherington
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Worst-Case Absolute Loss Bounds for Linear Learning Algorithms Tom Bylander
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