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Advances in Case-Based Reasoning

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Cover of 'Advances in Case-Based Reasoning'

Table of Contents

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    Book Overview
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    Chapter 1 The Fun Begins with Retrieval: Explanation and CBR
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    Chapter 2 Completeness Criteria for Retrieval in Recommender Systems
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    Chapter 3 Is Consideration of Background Knowledge in Data Driven Solutions Possible at All?
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    Chapter 4 Reality Meets Research
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    Chapter 5 Multi-agent Case-Based Reasoning for Cooperative Reinforcement Learners
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    Chapter 6 Retrieving and Reusing Game Plays for Robot Soccer
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    Chapter 7 Self-organising Hierarchical Retrieval in a Case-Agent System
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    Chapter 8 COBRAS: Cooperative CBR System for Bibliographical Reference Recommendation
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    Chapter 9 A Knowledge-Light Approach to Regression Using Case-Based Reasoning
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    Chapter 10 Case-Base Maintenance for CCBR-Based Process Evolution
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    Chapter 11 Evaluating CBR Systems Using Different Data Sources: A Case Study
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    Chapter 12 Decision Diagrams: Fast and Flexible Support for Case Retrieval and Recommendation
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    Chapter 13 Case-Based Reasoning for Knowledge-Intensive Template Selection During Text Generation
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    Chapter 14 Rough Set Feature Selection Algorithms for Textual Case-Based Classification
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    Chapter 15 Experience Management with Case-Based Assistant Systems
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    Chapter 16 The Needs of the Many: A Case-Based Group Recommender System
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    Chapter 17 Contextualised Ambient Intelligence Through Case-Based Reasoning
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    Chapter 18 Improving Annotation in the Semantic Web and Case Authoring in Textual CBR
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    Chapter 19 Unsupervised Case Memory Organization: Analysing Computational Time and Soft Computing Capabilities
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    Chapter 20 Further Experiments in Case-Based Collaborative Web Search
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    Chapter 21 Finding Similar Deductive Consequences – A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge
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    Chapter 22 Case-Based Sequential Ordering of Songs for Playlist Recommendation
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    Chapter 23 A Comparative Study of Catalogue-Based Classification
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    Chapter 24 Ontology-Driven Development of Conversational CBR Systems
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    Chapter 25 Complexity Profiling for Informed Case-Base Editing
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    Chapter 26 Unsupervised Feature Selection for Text Data
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    Chapter 27 Combining Case-Based and Similarity-Based Product Recommendation
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    Chapter 28 On the Use of Selective Ensembles for Relevance Classification in Case-Based Web Search
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    Chapter 29 What Evaluation Criteria Are Right for CCBR? Considering Rank Quality
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    Chapter 30 Fast Case Retrieval Nets for Textual Data
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    Chapter 31 Combining Multiple Similarity Metrics Using a Multicriteria Approach
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    Chapter 32 Case Factory – Maintaining Experience to Learn
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    Chapter 33 Retrieval over Conceptual Structures
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    Chapter 34 An Analysis on Transformational Analogy: General Framework and Complexity
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    Chapter 35 Discovering Knowledge About Key Sequences for Indexing Time Series Cases in Medical Applications
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    Chapter 36 Case-Based Reasoning for Autonomous Service Failure Diagnosis and Remediation in Software Systems
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    Chapter 37 Tracking Concept Drift at Feature Selection Stage in SpamHunting: An Anti-spam Instance-Based Reasoning System
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    Chapter 38 Case-Based Support for Collaborative Business
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    Chapter 39 A CBR-Based Approach for Supporting Consulting Agencies in Successfully Accompanying a Customer’s Introduction of Knowledge Management
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    Chapter 40 The PwC Connection Machine: An Adaptive Expertise Provider
Overall attention for this book and its chapters
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Mentioned by

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1 patent
wikipedia
1 Wikipedia page

Citations

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1 Dimensions

Readers on

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100 Mendeley
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Title
Advances in Case-Based Reasoning
Published by
Springer Science & Business Media, August 2006
DOI 10.1007/11805816
ISBNs
978-3-54-036843-4, 978-3-54-036846-5
Editors

Roth-Berghofer, Thomas R., Göker, Mehmet H., Güvenir, H. Altay

Mendeley readers

The data shown below were compiled from readership statistics for 100 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United Kingdom 3 3%
Germany 2 2%
Portugal 2 2%
Indonesia 2 2%
Italy 1 1%
Ireland 1 1%
France 1 1%
Austria 1 1%
Brazil 1 1%
Other 4 4%
Unknown 82 82%

Demographic breakdown

Readers by professional status Count As %
Student > Master 31 31%
Student > Ph. D. Student 22 22%
Researcher 16 16%
Student > Bachelor 7 7%
Student > Doctoral Student 6 6%
Other 15 15%
Unknown 3 3%
Readers by discipline Count As %
Computer Science 79 79%
Business, Management and Accounting 7 7%
Engineering 5 5%
Social Sciences 3 3%
Psychology 1 1%
Other 1 1%
Unknown 4 4%