Triantaphyllou, Evangelos

Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques

Triantaphyllou, Evangelos - Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques, ebook


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Table of contents

1. A Common Logic Approach to Data Mining and Pattern Recognition
Arkadij D. Zakrevskij

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

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

4. Discovering Rules That Govern Monotone Phenomena
Vetle I. Torvik, Evangelos Triantaphyllou

5. Learning Logic Formulas and Related Error Distributions
Giovanni Felici, Fushing Sun, Klaus Truemper

6. Feature Selection for Data Mining
Vanda Angelis, Giovanni Felici, Gabriella Mancinelli

7. Transformation of Rational Data and Set Data to Logic Data
Stephen Bartnikowski, Matthias Granberry, Jonathan Mugan, Klaus Truemper

8. Data Farming: Concepts and Methods
Andrew Kusiak

9. Rule Induction Through Discrete Support Vector Decision Trees
Carlotta Orsenigo, Carlo Vercellis

10. Multi-Attribute Decision Trees and Decision Rules
Jun-Youl Lee, Sigurdur Olafsson

11. Knowledge Acquisition and Uncertainty in Fault Diagnosis: A Rough Sets Perspective
Lian-Yin Zhai, Li-Pheng Khoo, Sai-Cheong Fok

12. Discovering Knowledge Nuggets with a Genetic Algorithm
Edgar Noda, Alex A. Freitas

13. Diversity Mechanisms in Pitt-Style Evolutionary Classifier Systems
Michael Kirley, Hussein A. Abbass, Robert (Bob) I. McKay

14. Fuzzy Logic in Discovering Association Rules: An Overview
Guoqing Chen, Qiang Wei, Etienne E. Kerre

15. Mining Human Interpretable Knowledge with Fuzzy Modeling Methods: An Overview
T. Warren Liao

16. Data Mining from Multimedia Patient Records
Adel S. Elmaghraby, Mehmed M. Kantardzic, Mark P. Wachowiak

17. Learning to Find Context Based Spelling Errors
Hisham Al-Mubaid, Klaus Truemper

18. Induction and Inference with Fuzzy Rules for Textual Information Retrieval
Jianhua Chen, Donald H. Kraft, Maria J. Martin-Bautista, Maria-Amparo Vila

19. Statistical Rule Induction in the Presence of Prior Information: The Bayesian Record Linkage Problem
Dean H. Judson

20. Some Future Trends in Data Mining
Xiaoting Wang, Peng Zhu, Giovanni Felici, Evangelos Triantaphyllou

Keywords: Computer Science, Information Storage and Retrieval, Operations Research, Mathematical Programming, Operations Research/Decision Theory

Publication year
Massive Computing
Page amount
796 pages
Information Technology, Telecommunications

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