2006, ISBN: 9783540430605

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 … Meer...

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. Buch (fremdspr.) Michael R. Berthold#David J. Hand gebundene Ausgabe, Springer Berlin, 07.11.2006, Springer Berlin, 2006<

ISBN: 9783540430605

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 … Meer...

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. Bücher > Fremdsprachige Bücher > Englische Bücher > Ratgeber & Freizeit 241 x 160 x 38 mm , Springer Berlin, Springer Berlin<

ISBN: 9783540430605

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 … Meer...

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. Books > Computer Science Hard cover, Springer Shop<

2006, ISBN: 3540430601

2nd revidierte and ext. ed. 2003. Corr. 2nd printing 2006 Gebundene Ausgabe Analyse / Datenanalyse, Datenanalyse, Wahrscheinlichkeitsrechnung und Statistik, Data Warehousing, Data Minin… Meer...

2nd revidierte and ext. ed. 2003. Corr. 2nd printing 2006 Gebundene Ausgabe Analyse / Datenanalyse, Datenanalyse, Wahrscheinlichkeitsrechnung und Statistik, Data Warehousing, Data Mining, Informationsrückgewinnung, Information Retrieval, Künstliche Intelligenz, Wissensbasierte Systeme, Expertensysteme, Mustererkennung, Bayesiananalysis; datamining; IntelligentDataAnalysis; machinelearning; Neuro-FuzzyDataAnalysis; statisticaldataanalysis; datavisualization; fuzzylogic; inductivelogicprogramming; multi-variateAnalysis; statisticalinference; statisticallearning; timeseriesanalysis; ArtificialIntelligence; dataanalysis; intelligence; kernel; logic; neuralnetworks; SupportVectorMachine, mit Schutzumschlag 11, [PU:Springer Berlin Heidelberg; Springer Berlin]<

2006, ISBN: 3540430601

2nd revidierte and ext. ed. 2003. Corr. 2nd printing 2006 Gebundene Ausgabe Analyse / Datenanalyse, Datenanalyse, Wahrscheinlichkeitsrechnung und Statistik, Data Warehousing, Data Minin… Meer...

2nd revidierte and ext. ed. 2003. Corr. 2nd printing 2006 Gebundene Ausgabe Analyse / Datenanalyse, Datenanalyse, Wahrscheinlichkeitsrechnung und Statistik, Data Warehousing, Data Mining, Informationsrückgewinnung, Information Retrieval, Künstliche Intelligenz, Wissensbasierte Systeme, Expertensysteme, Mustererkennung, Bayesiananalysis; datamining; IntelligentDataAnalysis; machinelearning; Neuro-FuzzyDataAnalysis; statisticaldataanalysis; datavisualization; fuzzylogic; inductivelogicprogramming; multi-variateAnalysis; statisticalinference; statisticallearning; timeseriesanalysis; ArtificialIntelligence; dataanalysis; intelligence; kernel; logic; neuralnetworks; SupportVectorMachine, met couverture 11, [PU:Springer Berlin Heidelberg; Springer Berlin]<