Hoppa till sidans huvudinnehåll

Intelligent Data Analysis

An Introduction

Inbunden, Engelska, 2003

AvMichael R. Berthold,David J Hand,David J. Hand,David Hand

2 299 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

This monograph is a detailed introductory presentation of the key classes of intelligent data analysis methods. The twelve coherently written chapters by leading experts provide complete coverage of the core issues. The first half of the book is devoted to the discussion of classical statistical issues, ranging from the basic concepts of probability, through general notions of inference, to advanced multivariate and time series methods, as well as a detailed discussion of the increasingly important Bayesian approaches and Support Vector Machines. The following chapters then concentrate on the area of machine learning and artificial intelligence and provide introductions into the topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on Visualization and a higher-level overview of the IDA processes, which illustrates the breadth of application of the presented ideas.

Produktinformation

  • Utgivningsdatum2003-03-19
  • Mått160 x 240 x 38 mm
  • Vikt1 048 g
  • FormatInbunden
  • SpråkEngelska
  • Antal sidor515
  • Upplaga2
  • FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • ISBN9783540430605

Tillhör följande kategorier

Hoppa över listan

Du kanske också är intresserad av

Measurement

David J. Hand, and Chief Scientific Advisor to Winton Capital Management) Hand, David J. (Senior Research Investigator and Emeritus Professor of Mathematics at Imperial College, London, David J Hand

Häftad

169 kr

Wellbeing of Nations

Paul Allin, David J. Hand, Institute of Psychiatry) Hand, David J. (Biometrics Unit, London University, David J Hand

Inbunden

989 kr

Dark Data

David J. Hand, David J Hand

Häftad

209 kr