Advanced Techniques in Knowledge Discovery and Data Mining

By: Nikhil Pal (Editor)

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Hardcover | 1 July 2005

At a Glance

Hardcover
268 Pages

Dimensions(cm)
23.5 x 15.24 x 1.27

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This book presents research on some of the most recent advances in data mining and knowledge discovery, providing theory as well as its applications on practical real world applications. The methodologies discussed encompass tools like Bayesian networks, and major facets of computational intelligence paradigms. Contributions from top class researchers include: - Recent trends in data mining and knowledge discovery - Advanced data mining techniques in semi-conductor manufacturing - Clustering and visualization in retail markets baskets - Segmentation of continuous data - Instance selection using evolutionary algorithms - Cooperative co-evolution for data mining of Bayesian networks - Knowledge discovery and data mining in medicine - Satellite image classification - Knowledge discovery using rough sets This book presents both practical detail and some of the most up-to-date theory in the field, useful for postgraduates and those who wish to develop applications using advanced data mining and knowledge discovery techniques.

Industry Reviews

From the reviews:

"This book presents research on some of the recent advances in the field of DMKD, and provides a glimpse into some real-world applications. ... book starts with a preface by the editors, including background information as well as an overview of the book's contents. ... The overall layout and the length of the volume ... appear to be satisfactory. ... postgraduate students and the faculty members in the business intelligence or DMKD fields would find this volume to be a useful addition to their libraries." (C. S. Arora, Computing Reviews, April, 2006)

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You Can Find This Book In

Non-Fiction Computing & I.T.Databases Data Mining Computer Science Artificial Intelligence Expert Systems & Knowledge-Based Systems Computer Programming & Software Development Algorithms & Data Structures Digital Lifestyle & Online World: Consumer & User Guides Internet Guides & Online Services Graphical & Digital Media Applications

3D Graphics & Modelling

Preface	p. vii
Trends in Data Mining and Knowledge Discovery	p. 1
Advanced Methods for the Analysis of Semiconductor Manufacturing Process Data	p. 27
Clustering and Visualization of Retail Market Baskets	p. 75
Segmentation of Continuous Data Streams Based on a Change Detection Methodology	p. 103
Instance Selection Using Evolutionary Algorithms: An Experimental Study	p. 127
Using Cooperative Coevolution for Data Mining of Bayesian Networks	p. 153
Knowledge Discovery and Data Mining in Medicine	p. 177
Satellite Image Classification Using Cascaded Architecture of Neural Fuzzy Network	p. 211
Discovery of Positive and Negative Rules from Medical Databases Based on Rough Sets	p. 233
Index	p. 253
Table of Contents provided by Ingram. All Rights Reserved.

Advanced Techniques in Knowledge Discovery and Data Mining

At a Glance

Hardcover

Industry Reviews

Shipping

How to return your order

Defective items

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