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Topics in case-based reasoning : first European workshop, EWCBR '93, Kaiserslautern, Germany, November 1-5, 1993 : selected papers / Stefan Wess, Klaus-Dieter Althoff, Michael M. Richter, eds.

By: EWCBR '93 (1993 : Kaiserslautern, Germany)Contributor(s): Wess, Stefan | Althoff, Klaus-Dieter | Richter, Michael M, 1938-Material type: TextTextSeries: Serienbezeichnung | Lecture notes in computer science ; 837. | Lecture notes in computer science. Lecture notes in artificial intelligence.Publication details: Berlin ; New York : Springer-Verlag, ©1994. Description: 1 online resource (ix, 469 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540486558; 3540486550Subject(s): Expert systems (Computer science) -- Congresses | Systèmes experts (Informatique) -- Congrès | Expert systems (Computer science) | Kunstmatige intelligentie | Logica | Kongress | Künstliche Intelligenz | Logischer Schluss | Inteligencia Artificial (Computacao) | Systèmes experts (informatique) -- CongrèsGenre/Form: Electronic books. | Conference papers and proceedings. | Congressen (vorm) | Otzenhausen (1993) Additional physical formats: Print version:: Topics in case-based reasoning.DDC classification: 006.3/3 LOC classification: QA76.76.E95 | E935 1993Q338.8 | .E93 1993Other classification: 54.72 | SS 4800 | ST 304 | DAT 706f Online resources: Click here to access online
Contents:
Understanding Creativity: A Case-Based Approach / Janet L. Kolodner -- Analogical Asides on Case-Based Reasoning / Mark T. Keane -- Prodigy/Analogy: Analogical Reasoning in General Problem Solving / Manuela M. Veloso -- A Knowledge Level Model of Case-Based Reasoning / Eva Armengol and Enric Plaza -- Learning Prediction of Time Series -- A Theoretical and Empirical Comparison of CBR with some other Approaches / Gholamreza Nakhaeizadeh -- Case-Based and Symbolic Classification -- A Case Study / Stefan Wess and Christoph Globig -- A Similarity Metric for Retrieval of Cases Imperfectly Explained / Carlos Bento and Ernesto Costa -- Similarity Measures for Structured Representations / Horst Bunke and Bruno T. Messmer -- A Rule-Based Similarity Measure / Michele Sebag and Marc Schoenauer -- An Underlying Memory Model to Support Case Retrieval / Mike G. Brown -- Massively Parallel Case-Based Reasoning with Probabilistic Similarity Metrics / Petri Myllymaki and Henry Tirri.
Similarity Evaluation Between Observed Behaviours for the Prediction of Processes / Sophie Rougegrez -- Using k-d Trees to Improve the Retrieval Step in Case-Based Reasoning / Stefan Wess, Klaus-Dieter Althoff and Guido Derwand -- Explanation-Based Similarity: A Unifying Approach for Integrating Domain Knowledge into Case-Based Reasoning for Diagnosis and Planning Tasks / Ralph Bergmann, Gerd Pews and Wolfgang Wilke -- Structural Similarity as Guidance in Case-Based Design / Katy Borner -- Retrieving Adaptable Cases: The Role of Adaptation Knowledge in Case Retrieval / Barry Smyth and Mark T. Keane -- Adaptation through Interpolation for Time-Critical Case-Based Reasoning / Niladri Chatterjee and John A. Campbell -- Knowledge Engineering Requirements in Derivational Analogy / Padraig Cunningham, Donal Finn and Sean Slattery -- Incorporating (Re)-Interpretation in Case-Based Reasoning / Scott O'Hara and Bipin Indurkhya.
PBL: Prototype-Based Learning Algorithms / Kuniaki Uehara, Masayuki Tanizawa and Sadao Maekawa -- Explanation-Driven Case-Based Reasoning / Agnar Aamodt -- A Reflective Architecture for Integrated Memory-Based Learning and Reasoning / Josep Lluis Arcos and Enric Plaza -- A Hybrid Knowledge-Based System for Technical Diagnosis Learning and Assistance / David J. Macchion and Dinh Phuoc Vo -- Tuning Rules by Cases / Yoshio Nakatani and David Israel -- Using Case-Based Reasoning to Focus Model-Based Diagnostic Problem Solving / Luigi Portinale, Pietro Torasso, Carlo Ortalda and Antonio Giardino -- A Logical Representation for Relevance Criteria / Kevin D. Ashley and Vincent Aleven -- Multiple Explanation Patterns / Uri J. Schild and Yaakov Kerner -- The Application of Case-Based Reasoning to the Tasks of Health Care Planning / Carol Bradburn and John Zeleznikow -- A priori Selection of Mesh Densities for Adaptive Finite Element Analysis, Using a Case-Based Reasoning Approach / Neil Hurley.
Integrating Semantic Structure and Technical Documentation in Case-Based Service Support Systems / Gerd Kamp -- Case-Based Information Retrieval / Malika Smail -- Case-Based Reasoning for Network Management / Michael Stadler -- Case-Based Reasoning in a Simulation Environment for Biological Neural Networks / Oliver Wendel -- Integrated Case-Based Building Design / Kefeng Hua, Ian Smith and Boi Faltings -- Case-Deliverer: Making Cases Relevant to the Task at Hand / Kumiyo Nakakoji -- A First Study on Case-Based Planning in Organic Synthesis / Amedeo Napoli and Jean Lieber.
Action note: digitized 2010 committed to preserveSummary: This volume presents the 36 full refereed papers selected from the presentations at the First European Workshop on Case-Based Reasoning, held at Kaiserslautern, Germany in November 1993. Case-based reasoning (CBR) has recently attracted much interest among AI researchers: it supports knowledge acquisition and problem solving, and it is related to machine learning, analogical reasoning, cognitive modeling, similarity, and information retrieval. EWCBR is now established as the prime European forum for CBR research. This volume reflects the importance of this dynamic area of research through essential contributions to all aspects of CBR research and advanced applications.
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Includes bibliographical references and index.

Understanding Creativity: A Case-Based Approach / Janet L. Kolodner -- Analogical Asides on Case-Based Reasoning / Mark T. Keane -- Prodigy/Analogy: Analogical Reasoning in General Problem Solving / Manuela M. Veloso -- A Knowledge Level Model of Case-Based Reasoning / Eva Armengol and Enric Plaza -- Learning Prediction of Time Series -- A Theoretical and Empirical Comparison of CBR with some other Approaches / Gholamreza Nakhaeizadeh -- Case-Based and Symbolic Classification -- A Case Study / Stefan Wess and Christoph Globig -- A Similarity Metric for Retrieval of Cases Imperfectly Explained / Carlos Bento and Ernesto Costa -- Similarity Measures for Structured Representations / Horst Bunke and Bruno T. Messmer -- A Rule-Based Similarity Measure / Michele Sebag and Marc Schoenauer -- An Underlying Memory Model to Support Case Retrieval / Mike G. Brown -- Massively Parallel Case-Based Reasoning with Probabilistic Similarity Metrics / Petri Myllymaki and Henry Tirri.

Similarity Evaluation Between Observed Behaviours for the Prediction of Processes / Sophie Rougegrez -- Using k-d Trees to Improve the Retrieval Step in Case-Based Reasoning / Stefan Wess, Klaus-Dieter Althoff and Guido Derwand -- Explanation-Based Similarity: A Unifying Approach for Integrating Domain Knowledge into Case-Based Reasoning for Diagnosis and Planning Tasks / Ralph Bergmann, Gerd Pews and Wolfgang Wilke -- Structural Similarity as Guidance in Case-Based Design / Katy Borner -- Retrieving Adaptable Cases: The Role of Adaptation Knowledge in Case Retrieval / Barry Smyth and Mark T. Keane -- Adaptation through Interpolation for Time-Critical Case-Based Reasoning / Niladri Chatterjee and John A. Campbell -- Knowledge Engineering Requirements in Derivational Analogy / Padraig Cunningham, Donal Finn and Sean Slattery -- Incorporating (Re)-Interpretation in Case-Based Reasoning / Scott O'Hara and Bipin Indurkhya.

PBL: Prototype-Based Learning Algorithms / Kuniaki Uehara, Masayuki Tanizawa and Sadao Maekawa -- Explanation-Driven Case-Based Reasoning / Agnar Aamodt -- A Reflective Architecture for Integrated Memory-Based Learning and Reasoning / Josep Lluis Arcos and Enric Plaza -- A Hybrid Knowledge-Based System for Technical Diagnosis Learning and Assistance / David J. Macchion and Dinh Phuoc Vo -- Tuning Rules by Cases / Yoshio Nakatani and David Israel -- Using Case-Based Reasoning to Focus Model-Based Diagnostic Problem Solving / Luigi Portinale, Pietro Torasso, Carlo Ortalda and Antonio Giardino -- A Logical Representation for Relevance Criteria / Kevin D. Ashley and Vincent Aleven -- Multiple Explanation Patterns / Uri J. Schild and Yaakov Kerner -- The Application of Case-Based Reasoning to the Tasks of Health Care Planning / Carol Bradburn and John Zeleznikow -- A priori Selection of Mesh Densities for Adaptive Finite Element Analysis, Using a Case-Based Reasoning Approach / Neil Hurley.

Integrating Semantic Structure and Technical Documentation in Case-Based Service Support Systems / Gerd Kamp -- Case-Based Information Retrieval / Malika Smail -- Case-Based Reasoning for Network Management / Michael Stadler -- Case-Based Reasoning in a Simulation Environment for Biological Neural Networks / Oliver Wendel -- Integrated Case-Based Building Design / Kefeng Hua, Ian Smith and Boi Faltings -- Case-Deliverer: Making Cases Relevant to the Task at Hand / Kumiyo Nakakoji -- A First Study on Case-Based Planning in Organic Synthesis / Amedeo Napoli and Jean Lieber.

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This volume presents the 36 full refereed papers selected from the presentations at the First European Workshop on Case-Based Reasoning, held at Kaiserslautern, Germany in November 1993. Case-based reasoning (CBR) has recently attracted much interest among AI researchers: it supports knowledge acquisition and problem solving, and it is related to machine learning, analogical reasoning, cognitive modeling, similarity, and information retrieval. EWCBR is now established as the prime European forum for CBR research. This volume reflects the importance of this dynamic area of research through essential contributions to all aspects of CBR research and advanced applications.

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