Items related to Data Mining and Knowledge Discovery Approaches Based...
Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques (Massive Computing, 6) - Softcover
Synopsis
This book outlines the core theory and practice of data mining and knowledge discovery (DM & KD) examining theoretical foundations for various methods, and presenting an array of examples, many drawn from real-life applications. Most theoretical developments are accompanied by extensive empirical analysis, offering a deep insight into both theoretical and practical aspects of the subject. The book presents the combined research experiences of 40 expert contributors of world renown.
"synopsis" may belong to another edition of this title.
From the Back Cover
This book will give the reader a perspective into the core theory and practice of data mining and knowledge discovery (DM&KD). Its chapters combine many theoretical foundations for various DM&KD methods, and they present a rich array of examples―many of which are drawn from real-life applications. Most of the theoretical developments discussed are accompanied by an extensive empirical analysis, which should give the reader both a deep theoretical and practical insight into the subjects covered.
The book presents the combined research experiences of its 40 authors gathered during a long search in gleaning new knowledge from data. The last page of each chapter has a brief biographical statement of its contributors, who are world-renowned experts.
Audience
The intended audience for this book includes graduate students studying data mining who have some background in mathematical logic and discrete optimization, as well as researchers and practitioners in the same area.
"About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2011
- ISBN 10 1441941738
- ISBN 13 9781441941732
- BindingPaperback
- LanguageEnglish
- Number of pages796
- EditorTriantaphyllou Evangelos, Felici Giovanni
Search results for Data Mining and Knowledge Discovery Approaches Based...
Stock Image
Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques (Massive Computing, 6)
Seller: Best Price, Torrance, CA, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. SUPER FAST SHIPPING. Seller Inventory # 9781441941732
Quantity: 2 available
Stock Image
Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques (Massive Computing, 6)
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar2411530295655
Quantity: Over 20 available
Seller Image
Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques
Print on DemandSeller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides a unique perspective into the core of data mining and knowledge discovery (DM and KD), combining many theoretical foundations for the behavior and capabilities of various DM and KD methods This book outlines the core theory and practi. Seller Inventory # 4174527
Quantity: Over 20 available
Seller Image
Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques
Print on DemandSeller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book outlines the core theory and practice of data mining and knowledge discovery (DM & KD) examining theoretical foundations for various methods, and presenting an array of examples, many drawn from real-life applications. Most theoretical developments are accompanied by extensive empirical analysis, offering a deep insight into both theoretical and practical aspects of the subject. The book presents the combined research experiences of 40 expert contributors of world renown. 796 pp. Englisch. Seller Inventory # 9781441941732
Quantity: 2 available
Stock Image
Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques (Massive Computing, 6)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9781441941732_new
Quantity: Over 20 available
Seller Image
Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 2. Some Background Information 49 3. Definitions and Terminology 52 4. The One Clause at a Time (OCAT) Approach 54 4. 1 Data Binarization 54 4. 2 The One Clause at a Time (OCAT) Concept 58 4. 3 A Branch-and-Bound Approach for Inferring Clauses 59 4. 4 Inference of the Clauses for the Illustrative Example 62 4. 5 A Polynomial Time Heuristic for Inferring Clauses 65 5. A Guided Learning Approach 70 6. The Rejectability Graph of Two Collections of Examples 72 6. 1 The Definition of the Rej ectability Graph 72 6. 2 Properties of the Rejectability Graph 74 6. 3 On the Minimum Clique Cover of the Rej ectability Graph 76 7. Problem Decomposition 77 7. 1 Connected Components 77 7. 2 Clique Cover 78 8. An Example of Using the Rejectability Graph 79 9. Conclusions 82 References 83 Author's Biographical Statement 87 Chapter 3 AN INCREMENTAL LEARNING ALGORITHM FOR INFERRING LOGICAL RULES FROM EXAMPLES IN THE FRAMEWORK OF THE COMMON REASONING PROCESS, by X. Naidenova 89 1. Introduction 90 2. A Model of Rule-Based Logical Inference 96 2. 1 Rules Acquired from Experts or Rules of the First Type 97 2. 2 Structure of the Knowledge Base 98 2. 3 Reasoning Operations for Using Logical Rules of the First Type 100 2. 4 An Example of the Reasoning Process 102 3. Inductive Inference of Implicative Rules From Examples 103 3. Seller Inventory # 9781441941732
Quantity: 1 available
Stock Image
Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques
Seller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: Brand New. 748 pages. 9.00x6.00x1.80 inches. In Stock. Seller Inventory # x-1441941738
Quantity: 2 available