Case-Based Reasoning Research and Development : Second International Conference on Case-Based Reasoning, ICCBR-97 Providence, RI, USA, July 25-27, 1997 Proceedings / edited by David B. Leake, Enric Plaza.

Format:

Book

Contributor:

Leake, David B., editor.

Plaza, Enric, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 1266.

Lecture Notes in Artificial Intelligence ; 1266

Language:

English

Subjects (All):

Artificial intelligence.

Information technology.

Business--Data processing.

Business.

Artificial Intelligence.

IT in Business.

Local Subjects:

Artificial Intelligence.

IT in Business.

Physical Description:

1 online resource (XIV, 654 pages).

Edition:

First edition 1997.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1997.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the Second International Conference on Case-Based Reasoning, ICCBR-97, held in Providence, RI, USA, in July 1997. The volume presents 39 revised full scientific papers selected from a total of 102 submissions; also included are 20 revised application papers. Among the topics covered are representation and formalization, indexing and retrieval, adaptation, learning, integrated approaches, creative reasoning, CBR and uncertainty. This collection of papers is a comprehensive documentation of the state of the art in CBR research and development.

Contents:

Case-based reasoning in color matching

Estimating software development effort with case-based reasoning

Applying case-based reasoning to automated deduction

A Case-based approach for elaboration of design requirements

Case-Based reasoning in an ultrasonic rail-inspection system

CBR in a changing environment

Case-based reasoning for information system design

Applying memory-based learning to indexing of reference ships for case-based conceptual ship design

CBR for document retrieval: The FAllQ project

Combining medical records with case-based reasoning in a mixed paradigm design - TROPIX architecture and implementation

Ocram-CBR: A Shell for Case-Based Educational Systems

From troubleshooting to process design: Closing the manufacturing loop

ForMAT and Parka: A technology integration experiment and beyond

Encouraging self-explanation through case-based tutoring: A case study

Lessons learned from deployed CBR systems and design decisions made in building a commercial CBR tool

Using case-based reasoning for reusing software knowledge

New technology bliss and pain in a large customer service center

An engineering approach for troubleshooting case bases

A large case-based reasoner for legal cases

A scalable approach for question based indexing of encyclopedic texts

An explicit representation of reasoning failures

On the admissibility of concrete domains for CBR based on description logics

Similarity metrics: A formal unification of cardinal and non-cardinal similarity measures

The case for graph-structured representations

The evaluation of a hierarchical case representation using context guided retrieval

Refining conversational case libraries

Perspectives: A declarative bias mechanism for case retrieval

Using introspective learning to improve retrieval in CBR: A case study in air traffic control

Using machine learning for assigning indices to textual cases

How case-based reasoning and cooperative query answering techniques support RICAD

What you saw is what you want: Using cases to seed information retrieval

On the relation between the context of a feature and the domain theory in case-based planning

Theoretical analysis of case retrieval method based on neighborhood of a new problem

The adaptation knowledge bottleneck: How to ease it by learning from cases

A case study of case-based CBR

Solution-relevant abstractions constrain retrieval and adaptation

Selecting most adaptable diagnostic solutions through Pivoting-Based Retrieval

Towards improving case adaptability with a genetic algorithm

Merge strategies for multiple case plan replay

Loose coupling of failure explanation and repair: Using learning goals to sequence learning methods

Using a case base of surfaces to speed-up reinforcement learning

PAC analyses of a 'similarity learning' IBL algorithm

Examining locally varying weights for nearest neighbor algorithms

Case-based planning to learn

A utility-based approach to learning in a mixed case-based and model-based reasoning architecture

Qualitative knowledge to support reasoning about cases

Integrating rule induction and case-based reasoning to enhance problem solving

Using software process modeling for building a case-based reasoning methodology: Basic approach and case study

Stratified case-based reasoning in non-refinable abstraction hierarchies

Supporting combined human and machine planning: An interface for planning by analogical reasoning

Using case-based reasoning for argumentation with multiple viewpoints

Maintaining unstructured case bases

An analogical theory of creativity in design

Experimental study of a similarity metric for retrieving pieces from structured plan cases: Its role in the originality of plan case solutions

Creative design: Reasoning and understanding

Fuzzy modelling of case-based reasoning and decision

Probabilistic indexing for case-based prediction

A probabilistic model for case-based reasoning

Case based reasoning, fuzzy systems modeling and solution composition.

Other Format:

Printed edition:

ISBN:

978-3-540-69238-6

9783540692386

Access Restriction:

Restricted for use by site license.