Automated Reasoning

Reasoning about Physical Systems

The “Inverse Hollywood Problem”: From Video to Scripts and Storyboards via Causal Analysis
Matthew Brand
132
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Qualitative Rigid Body Mechanics
Thomas F. Stahovich, Randall Davis, Howard Shrobe
138
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Classification

Classification and Reductio-ad-Absurdum Optimality Proofs
Haim Schweitzer
88
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Symbolic Nearest Mean Classifiers
Piew Datta, Dennis Kibler
82
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Automated Reasoning/Diagnosis

Representing Actions and State Constraints in Model-Based Diagnosis
Sheila A. McIlraith
43
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Fast Context Switching in Real-Time Propositional Reasoning
P. Pandurang Nayak, Brian C. Williams
50
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Automated Reasoning & the User Interface

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

Possibilistic and Standard Probabilistic Semantics of Conditional Knowledge
Salem Benferhat, Didier Dubois, Henri Prade
70
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On the Axiomatization of Qualitative Decision Criteria
Ronen I. Brafman, Moshe Tennenholtz
76
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Diagnosis

The Effect of Observations on the Complexity of Model-Based Diagnosis
Adnan Darwiche, Gregory Provan
94
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Monitoring, Prediction, and Fault Isolation in Dynamic Physical Systems
Pieter J. Mosterman, Gautam Biswas
100
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Modeling for Decision Processes

Model Minimization in Markov Decision Processes
Thomas Dean, Robert Givan
106
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Structured Solution Methods for Non-Markovian Decision Processes
Fahiem Bacchus, Craig Boutilier, Adam Grove
112
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Qualitative Reasoning

Model Decomposition and Simulation: A Component Based Qualitative Simulation Algorithm
Daniel J. Clancy, Benjamin Kuipers
118
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Static and Dynamic Abstraction Solves the Problem of Chatter in Qualitative Simulation
Daniel J. Clancy, Benjamin Kuipers
125
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Spatial Uncertainty

Noise, Non-Determinism and Spatial Uncertainty
Murray Shanahan
153
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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
159
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Integrating a Spatial Reasoner with a Resolution Theorem-Prover
Thomas R. Ioerger
145
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Techniques for Temporal Reasoning

A New Unification Method for Temporal Reasoning with Constraints
Eddie Schwalb
165
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Connection Based Strategies for Deciding Propositional Temporal Logic
Subash Shankar, James Slagle
172
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