Multimodal Reasoning
Papers from the 1998 AAAI Spring Symposium
Eugene Freuder, Program Cochairs
Technical Report SS-98-04. Published by The AAAI Press, Menlo Park, California. This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Introduction / 1
Eugene Freuder
Integrating Cases and Models Through Approximate-Model-Based Adaptation / 1
L. Karl Branting
Model-Based Reasoning About Cases / 6
Juho Rousu and Robert J. Aarts
A Model-Based Approach for Supporting Dialogue Inferencing in a Conversational Case-Based Reasoner / 10
David W. Aha and Tucker Maney
Case-Based Algebraic Constraint System for Engineering Design / 16
Ruowen Rong, Carlos Saldanha, and David Lowther
Integration of Geometric and Conceptual Reasoning for Interacting with Virtual Environments / 22
Bernhard Jung and Ipke Wachsmuth
LSE03: Integrated Engineering Aid System--Application to Preliminary Design / 28
Agnes Laville, Olivier Macchioni, Spyros Xanthakis, and Florent Couffin
Multimodal Reasoning for Federated Hybrid Diagnosis of Modular Electromechanical Systems / 35
Burton H. Lee
Using Relational and Constraint Languages in Model-based Diagnosis / 41
Yousri El Fattah
Performance Issues in ADAPtER: a Combined CBR-MBR Diagnostic Architecture / 47
Luigi Portinale and Pietro Torasso
Multimodal Reasoning in Molecular Imagery / 53
Janice Glasgow and Suzanne Fortier
Reasoning in a Human Mode / 59
Duska Rosenberg and Keith Devlin
Rules and Cases for Legal Reasoning: Notes on Some Neglected Aspects / 64
Anne v.d.L. Gardner
Interchangeability for Case Adaptation in Configuration Problems / 69
Rainer Weigel and Boi V. Faltings
Integration of CSP and CBR to Compensate for Incompleteness and Incorrectness of Models / 74
Mohammed H. Sqalli and Eugene C. Freuder
Synergy and Commonality in Case-Based and Constraint-Based Reasoning / 80
Lisa Purvis
Reasoning from Knowledge Supported by More or Less Evidence in a Computerized Decision Support System for Bone-Marrow Post-Transplant Care / 85
Isabelle Bichindaritz and Keith M. Sullivan
Integration of Different Reasoning Modes in a Go Playing and Learning System / 91
Tristan Cazenave
Integrating Pattern-Based Reasoning in Multimodal Decision Systems / 96
Jack J. Gelfand, Susan L. Epstein, and Warren B. Powell
Synthesizing Solutions from Memory Chunks / 102
S. Shankara Raman and Deepak Khemani
Multi Modal Methods of Information Transmission / 106
Jim Brander
A Hybrid System For Route Planning / 112
Sarajane Marques Peres, Josue Pereira de Castro, Alejandro Martins, Roberto C.S. Pacheco, Aran Bey Tcholakian, Rosina Weber Lee, Lia Caetano Bastos, and Fernando Gauthier
Multimodal Reasoning with Rule Induction and Case-Based Reasoning / 118
Aijun An and Nick Cercone
A Two-Tiered Reasoning and Learning Architecture / 124
Gennady Agre
An Empirical Study on Combining Instance-Based and Rule-Based Classifiers / 130
Jerzy Surma and Koen Vanhoof
Multimodal Inductive Reasoning: Combining Rule-Based and Case-Based Learning / 135
Pedro Domingos
Combining Reasoning Modes, Levels, and Styles Through Internal CBR / 141
David B. Leake and Andrew Kinley
Using Rules to Support Case-Base Reasoning for Harmonizing Melodies / 147
J. Sabater, J. L. Arcos, and R. Lopez de Mantaras
A CBR/RBR Hybrid for Designing Nutritional Menus / 152
Cynthia Marling, Grace Petot, and Leon Sterling
Trend Analysis for Spacecraft Systems Using Multimodal Reasoning / 157
Charisse Sary, Chariya Peterson, John Rowe, Troy Ames, Karl Mueller, Walt Truszkowski, and Nigel Ziyad
Multimodal Reasoning about Physical Systems / 163
Reinhard Stolle and Elizabeth Bradley
Analysing Aviation Accidents Using WB-Analysis: An Application of Multimodal Reasoning / 169
Peter Ladkin and Karsten Loer
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