Mathematical methods for knowledge discovery and data mining
By: Giovanni Felici & Carlo Vercellis, editors.
Contributors: Felici, Giovanni.; Vercellis, Carlo.
Publisher: Information Science Reference
Published: 2007
Place of publication: Hershey, PA
Language: eng
Number of pages: 369
ISBN-13: 9781599045283; 9781599045306
Subjects: Data mining; Data mining -- Mathematical models; Knowledge acquisition (Expert systems)
Description: "This book focuses on the mathematical models and methods that support most data mining applications and solution techniques, covering such topics as association rules; Bayesian methods; data visualization; kernel methods; neural networks; text, speech, and image recognition; an invaluable resource for scholars and practitioners in the fields of biomedicine, engineering, finance, manufacturing, marketing, performance measurement, and telecommunications"--Provided by publisher.
Notes: Includes bibliographical references and index.