Mathematical methods for knowledge discovery and data mining

By Giovanni Felici

Subjects: Data mining, Knowledge acquisition (expert systems), Mathematical models, Математика, Knowledge acquisition (Expert systems), Mathematics

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.