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Next Generation of Data-Mining Applications

* This book presents the next generation of data mining applications based on state-of-the art methodologies and techniques for analyzing enormous quantities of raw data in high-dimension * Each chapter describes the data mining development process, results, and experiences with new data mining tools and techniques * Includes twenty-five novel and diverse contributions from experienced and well-respected data mining scientists and practitioners that describe their recent applications using state-of-the-art methods and algorithms

Toivonen and his research group describe and illustrate novel data-mining
approaches such as association analysis, similarity analysis, and clustering to
gene mapping using haplotypes contained within gene marker data in Chapter
12, ...

Data Mining

Concepts, Models, Methods, and Algorithms

This book reviews state-of-the-art methodologies and techniques for analyzing enormous quantities of raw data in high-dimensional data spaces, to extract new information for decision making. The goal of this book is to provide a single introductory source, organized in a systematic way, in which we could direct the readers in analysis of large data sets, through the explanation of basic concepts, models and methodologies developed in recent decades.

Therefore, building a data-mining model is not a straightforward procedure, but a
very sensitive process requiring, in many cases, feedback information for multiple
mining iterations. In the final phase of the data-mining process, when the ...