This book reviews some of the underlying technologies and also some recent applications in a number of fields. In a world increasingly overloaded with data of varying quality, not least via the Internet, computerised tools are becoming useful to 'mine' useful data from the mass available.
This book reviews some of the underlying technologies and also some recent applications in a number of fields. In a world increasingly overloaded with data of varying quality, not least via the Internet, computerised tools are becoming useful to 'mine' useful data from the mass available.
* Part I: Knowledge discovery and data mining in theory * Chapter 1: Estimating concept difficulty with cross entropy * Chapter 2: Analysing outliers by searching for plausible hypotheses * Chapter 3: Attribute-value distribution as a technique for increasing the efficiency of data mining * Chapter 4: Using background knowledge with attribute-oriented data mining * Chapter 5: A development framework for temporal data mining * Chapter 6: An integrated architecture for OLAP and data mining * Part II: Knowledge discovery and data mining in practice * Chapter 7: Empirical studies of the knowledge discovery approach to health-information analysis * Chapter 8: Direct knowledge discovery and interpretation from a multilayer perceptron network which performs low-back-pain classification * Chapter 9: Discovering knowledge from low-quality meteorological databases * Chapter 10: A meteorological knowledge-discovery environment * Chapter 11: Mining the organic compound jungle - a functional programming approach * Chapter 12: Data mining with neural networks - an applied example in understanding electricity consumption
* Part I: Knowledge discovery and data mining in theory * Chapter 1: Estimating concept difficulty with cross entropy * Chapter 2: Analysing outliers by searching for plausible hypotheses * Chapter 3: Attribute-value distribution as a technique for increasing the efficiency of data mining * Chapter 4: Using background knowledge with attribute-oriented data mining * Chapter 5: A development framework for temporal data mining * Chapter 6: An integrated architecture for OLAP and data mining * Part II: Knowledge discovery and data mining in practice * Chapter 7: Empirical studies of the knowledge discovery approach to health-information analysis * Chapter 8: Direct knowledge discovery and interpretation from a multilayer perceptron network which performs low-back-pain classification * Chapter 9: Discovering knowledge from low-quality meteorological databases * Chapter 10: A meteorological knowledge-discovery environment * Chapter 11: Mining the organic compound jungle - a functional programming approach * Chapter 12: Data mining with neural networks - an applied example in understanding electricity consumption
Es gelten unsere Allgemeinen Geschäftsbedingungen: www.buecher.de/agb
Impressum
www.buecher.de ist ein Shop der buecher.de GmbH & Co. KG Bürgermeister-Wegele-Str. 12, 86167 Augsburg Amtsgericht Augsburg HRA 13309
