Soft Computing In Case Based Reasoning

Author : Sankar Kumar Pal,Tharam S. Dillon,Daniel S. Yeung
Publisher : Springer Science & Business Media
Page : 380 pages
File Size : 54,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781447106876

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Soft Computing in Case Based Reasoning by Sankar Kumar Pal,Tharam S. Dillon,Daniel S. Yeung Pdf

This text demonstrates how various soft computing tools can be applied to design and develop methodologies and systems with case based reasoning, that is, for real-life decision-making or recognition problems. Comprising contributions from experts, it introduces the basic concepts and theories, and includes many reports on real-life applications. This book is of interest to graduate students and researchers in computer science, electrical engineering and information technology, as well as researchers and practitioners from the fields of systems design, pattern recognition and data mining.

Author : Sankar K. Pal,Simon C. K. Shiu
Publisher : John Wiley & Sons
Page : 300 pages
File Size : 40,8 Mb
Release : 2004-07-01
Category : Technology & Engineering
ISBN : 9780471644668

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Foundations of Soft Case-Based Reasoning by Sankar K. Pal,Simon C. K. Shiu Pdf

Provides a self-contained description of this important aspect of information processing and decision support technology. Presents basic definitions, principles, applications, and a detailed bibliography. Covers a range of real-world examples including control, data mining, and pattern recognition.

Author : Beatriz López
Publisher : Morgan & Claypool Publishers
Page : 106 pages
File Size : 53,7 Mb
Release : 2013
Category : Computers
ISBN : 9781627050074

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Case-based Reasoning by Beatriz López Pdf

Case-based reasoning is a methodology with a long tradition in artificial intelligence that brings together reasoning and machine learning techniques to solve problems based on past experiences or cases. Given a problem to be solved, reasoning involves the use of methods to retrieve similar past cases in order to reuse their solution for the problem at hand. Once the problem has been solved, learning methods can be applied to improve the knowledge based on past experiences. In spite of being a broad methodology applied in industry and services, case-based reasoning has often been forgotten in both artificial intelligence and machine learning books. The aim of this book is to present a concise introduction to case-based reasoning providing the essential building blocks for the designing of case-based reasoning systems, as well as to bring together the main research lines in this field to encourage students to solve current CBR challenges.

Author : Michael M. Richter,Rosina O. Weber
Publisher : Springer Science & Business Media
Page : 546 pages
File Size : 44,7 Mb
Release : 2013-10-31
Category : Computers
ISBN : 9783642401671

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Case-Based Reasoning by Michael M. Richter,Rosina O. Weber Pdf

This book presents case-based reasoning in a systematic approach with two goals: to present rigorous and formally valid structures for precise case-based reasoning, and to demonstrate the range of techniques, methods, and tools available for many applications.

Author : Kevin D. Ashley,Derek Bridge
Publisher : Springer
Page : 734 pages
File Size : 54,6 Mb
Release : 2003-08-03
Category : Computers
ISBN : 9783540450061

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Case-Based Reasoning Research and Development by Kevin D. Ashley,Derek Bridge Pdf

The refereed proceedings of the 5th International Conference on Case-Based Reasoning, ICCBR 2003, held in Trondheim, Norway, in June 2003. The 51 revised full papers presented were carefully reviewed and selected from 92 submissions. All current aspects of CBR are addressed including case representation, similarity retrieval, adaptation, case library maintenance, multi-agent collaborative systems, data mining, soft computing, recommender systems, knowledge management, legal reasoning, software reuse, and music.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 48,6 Mb
Release : 2024-06-03
Category : Electronic
ISBN : 9789814486859

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Soft Computing Approach to Pattern Recognition and Image Processing by Anonim Pdf

Author : Ashish Ghosh,Sankar K. Pal
Publisher : World Scientific
Page : 371 pages
File Size : 43,9 Mb
Release : 2002
Category : Computers
ISBN : 9789812382511

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Soft Computing Approach to Pattern Recognition and Image Processing by Ashish Ghosh,Sankar K. Pal Pdf

This volume provides a collection of sixteen articles containing review and new material. In a unified way, they describe the recent development of theories and methodologies in pattern recognition, image processing and vision using fuzzy logic, artificial neural networks, genetic algorithms, rough sets and wavelets with significant real life applications.The book details the theory of granular computing and the role of a rough-neuro approach as a way of computing with words and designing intelligent recognition systems. It also demonstrates applications of the soft computing paradigm to case based reasoning, data mining and bio-informatics with a scope for future research.The contributors from around the world present a balanced mixture of current theory, algorithms and applications, making the book an extremely useful resource for students and researchers alike.

Author : Peter Funk,Pedro A. González Calero
Publisher : Springer Science & Business Media
Page : 835 pages
File Size : 53,5 Mb
Release : 2004-08-19
Category : Computers
ISBN : 9783540228820

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Advances in Case-Based Reasoning by Peter Funk,Pedro A. González Calero Pdf

This book constitutes the refereed proceedings of the 7th European Conference on Case-Based Reasoning, ECCBR 2004, held in Madrid, Spain in August/September 2004. The 56 revised full papers presented together with an invited paper and the abstract of an invited talk were carefully reviewed and selected from 85 submissions. All current issues in case-based reasoning, ranging from theoretical and methodological issues to advanced applications in various fields are addressed.

Author : Mario Lenz,Brigitte Bartsch-Spörl,Hans-Dieter Burkhard,Stefan Wess
Publisher : Springer
Page : 405 pages
File Size : 47,5 Mb
Release : 2003-05-20
Category : Computers
ISBN : 9783540693512

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Case-Based Reasoning Technology by Mario Lenz,Brigitte Bartsch-Spörl,Hans-Dieter Burkhard,Stefan Wess Pdf

This state-of-the-art survey presents a coherent summary of research and development in case-based reasoning (CBR) undertaken in Germany in recent years. The book opens with a general introduction to CBR presenting the basic ideas and concepts, setting the terminology, and looking at CBR from some new points of view. The main part of the book, consisting of nine chapters, is devoted to detailed presentations of CBR applications successfully performed in various areas. Among these application areas are decision and sales support, text processing, adaptation, planning, design, software engineering, tutoring systems, and medicine. The remaining chapters present areas related to CBR as well as a glossary, a subject index and bibliography.

Author : David B. Leake,Enric Plaza
Publisher : Springer Science & Business Media
Page : 668 pages
File Size : 55,7 Mb
Release : 1997-07-09
Category : Business & Economics
ISBN : 3540632336

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Case-Based Reasoning Research and Development by David B. Leake,Enric Plaza Pdf

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.

Author : Beatriz Whiteson
Publisher : Springer Nature
Page : 87 pages
File Size : 44,8 Mb
Release : 2022-05-31
Category : Computers
ISBN : 9783031015625

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Case-Based Reasoning by Beatriz Whiteson Pdf

Case-based reasoning is a methodology with a long tradition in artificial intelligence that brings together reasoning and machine learning techniques to solve problems based on past experiences or cases. Given a problem to be solved, reasoning involves the use of methods to retrieve similar past cases in order to reuse their solution for the problem at hand. Once the problem has been solved, learning methods can be applied to improve the knowledge based on past experiences. In spite of being a broad methodology applied in industry and services, case-based reasoning has often been forgotten in both artificial intelligence and machine learning books. The aim of this book is to present a concise introduction to case-based reasoning providing the essential building blocks for the design of case-based reasoning systems, as well as to bring together the main research lines in this field to encourage students to solve current CBR challenges.

Author : Ian Watson,Rosina Weber
Publisher : Springer Nature
Page : 360 pages
File Size : 45,8 Mb
Release : 2020-10-03
Category : Computers
ISBN : 9783030583422

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Case-Based Reasoning Research and Development by Ian Watson,Rosina Weber Pdf

This book constitutes the refereed proceedings of the 28th International Conference on Case-Based Reasoning Research and Development, ICCBR 2020, held in Salamanca, Spain*, in June 2020. The 20 full papers and 2 short papers presented in this book were carefully reviewed and selected from 64 submissions. The theme of ICCBR 2020, “CBR Across Bridges” was highlighted by several activities. These papers, which are included in the proceedings, address many themes related to the theory and application of case-based reasoning and its future direction. *The conference was held virtually due to the COVID-19 pandemic.

Author : Isabelle Bichindaritz,Stefania Montani
Publisher : Springer
Page : 557 pages
File Size : 52,7 Mb
Release : 2010-07-10
Category : Computers
ISBN : 9783642142741

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Case-Based Reasoning by Isabelle Bichindaritz,Stefania Montani Pdf

This book constitutes the proceedings of the 18th International Conference on Case-Based Reasoning, held in Alessandria, Italy, in July 2010.

Author : Jia Luo
Publisher : Springer Science & Business Media
Page : 528 pages
File Size : 54,9 Mb
Release : 2012-06-30
Category : Technology & Engineering
ISBN : 9783642291487

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Soft Computing in Information Communication Technology by Jia Luo Pdf

This is a collection of the accepted papers concerning soft computing in information communication technology. All accepted papers are subjected to strict peer-reviewing by 2 expert referees. The resultant dissemination of the latest research results, and the exchanges of views concerning the future research directions to be taken in this field makes the work of immense value to all those having an interest in the topics covered. The present book represents a cooperative effort to seek out the best strategies for effecting improvements in the quality and the reliability of Neural Networks, Swarm Intelligence, Evolutionary Computing, Image Processing Internet Security, Data Security, Data Mining, Network Security and Protection of data and Cyber laws. Our sincere appreciation and thanks go to these authors for their contributions to this conference. I hope you can gain lots of useful information from the book.

Author : Ashish Ghosh,Sankar K. Pal
Publisher : World Scientific
Page : 374 pages
File Size : 54,8 Mb
Release : 2002
Category : Computers
ISBN : 9812776230

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Soft Computing Approach to Pattern Recognition and Image Processing by Ashish Ghosh,Sankar K. Pal Pdf

This volume provides a collection of sixteen articles containing review and new material. In a unified way, they describe the recent development of theories and methodologies in pattern recognition, image processing and vision using fuzzy logic, artificial neural networks, genetic algorithms, rough sets and wavelets with significant real life applications. The book details the theory of granular computing and the role of a rough-neuro approach as a way of computing with words and designing intelligent recognition systems. It also demonstrates applications of the soft computing paradigm to case based reasoning, data mining and bio-informatics with a scope for future research. The contributors from around the world present a balanced mixture of current theory, algorithms and applications, making the book an extremely useful resource for students and researchers alike. Contents: Pattern Recognition: Multiple Classifier Systems; Building Decision Trees from the Fourier Spectrum of a Tree Ensemble; Clustering Large Data Sets; Multi-objective Variable String Genetic Classifier: Application to Remote Sensing Imagery; Image Processing and Vision: Dissimilarity Measures Between Fuzzy Sets or Fuzzy Structures; Early Vision: Concepts and Algorithms; Self-organizing Neural Network for Multi-level Image Segmentation; Geometric Transformation by Moment Method with Wavelet Matrix; New Computationally Efficient Algorithms for Video Coding; Soft Computing for Computational Media Aesthetics: Analyzing Video Content for Meaning; Granular Computing and Case Based Reasoning: Towards Granular Multi-agent Systems; Granular Computing and Pattern Recognition; Case Base Maintenance: A Soft Computing Perspective; Real Life Applications: Autoassociative Neural Network Models for Pattern Recognition Tasks in Speech and Image; Protein Structure Prediction Using Soft Computing; Pattern Classification for Biological Data Mining. Readership: Upper level undergraduates, graduates, researchers, academics and industrialists.