Volume 6 2006

Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques

Editors:

ISBN: 978-0-387-34294-8 (Print) 978-0-387-34296-2 (Online)

Table of contents (20 chapters)

  1. No Access

    Book Chapter

    Pages 1-43

    A Common Logic Approach to Data Mining and Pattern Recognition

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    Book Chapter

    Pages 45-87

    The One Clause at a Time (OCAT) Approach to Data Mining and Knowledge Discovery

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    Book Chapter

    Pages 89-147

    An Incremental Learning Algorithm for Inferring Logical Rules from Examples in the Framework of the Common Reasoning Process

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    Book Chapter

    Pages 149-192

    Discovering Rules That Govern Monotone Phenomena

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    Book Chapter

    Pages 193-226

    Learning Logic Formulas and Related Error Distributions

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    Book Chapter

    Pages 227-252

    Feature Selection for Data Mining

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    Book Chapter

    Pages 253-278

    Transformation of Rational Data and Set Data to Logic Data

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    Book Chapter

    Pages 279-304

    Data Farming: Concepts and Methods

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    Book Chapter

    Pages 305-326

    Rule Induction Through Discrete Support Vector Decision Trees

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    Book Chapter

    Pages 327-358

    Multi-Attribute Decision Trees and Decision Rules

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    Book Chapter

    Pages 359-394

    Knowledge Acquisition and Uncertainty in Fault Diagnosis: A Rough Sets Perspective

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    Book Chapter

    Pages 395-432

    Discovering Knowledge Nuggets with a Genetic Algorithm

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    Book Chapter

    Pages 433-457

    Diversity Mechanisms in Pitt-Style Evolutionary Classifier Systems

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    Book Chapter

    Pages 459-493

    Fuzzy Logic in Discovering Association Rules: An Overview

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    Book Chapter

    Pages 495-550

    Mining Human Interpretable Knowledge with Fuzzy Modeling Methods: An Overview

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    Book Chapter

    Pages 551-595

    Data Mining from Multimedia Patient Records

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    Book Chapter

    Pages 597-627

    Learning to Find Context Based Spelling Errors

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    Book Chapter

    Pages 629-653

    Induction and Inference with Fuzzy Rules for Textual Information Retrieval

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    Book Chapter

    Pages 655-694

    Statistical Rule Induction in the Presence of Prior Information: The Bayesian Record Linkage Problem

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    Book Chapter

    Pages 695-716

    Some Future Trends in Data Mining