2010, ISBN: 3642077072

Intelligent Data Analysis: An IntroductionEinbandPaperback / SoftbackAutor(en)Berthold, Michael R.; Hand, David JVerlagSpringer, BerlinAuflage2. Aufl.Ausgabe2010Formatangaben515 pages; XI… Plus…

Intelligent Data Analysis: An IntroductionEinbandPaperback / SoftbackAutor(en)Berthold, Michael R.; Hand, David JVerlagSpringer, BerlinAuflage2. Aufl.Ausgabe2010Formatangaben515 pages; XI, 515 p.; 28 x 155 x 235 mmSpracheengISBN3642077072ISBN-13 / EAN9783642077074SchlagworteData Mining, Support Vector Machine, neural networks, logic, kernel, intelligence, data analysis, artificial intelligence, time series analysis, statistical learning, statistical inference, multi-variate Analysis, inductive logic programming, fuzzy logic, data visualization, Statistical Data Analysis, Neuro-Fuzzy Data Analysis, Machine Learning, Intelligent Data Analysis, Data Mining, Bayesian analysisPreisEUR 139,09 (inkl. MwSt.)NEUWARE - Tagesaktueller, sicherer und weltweiter Versand. Rechnung legen wir bei.This monograph is a detailed introductory presentation of the key classes of intelligent data analysis (IDA) methods. The 12 coherently written chapters by leading experts provide complete coverage of the core issues. The previous edition was completely revised and a new chapter on kernel methods and support vector machines and a chapter on visualization techniques were added. The revised chapters from the original edition cover classical statistics issues, ranging from the basic concepts of probability through general notions of inference to advanced multivariate and time-series methods, and provide a detailed discussion of the increasingly important Bayesian approaches. The remaining chapters then concentrate on the area of machine learning and artificial intelligence and provide introductions to the topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a higher-level overview of the IDA processes, illustrating the breadth of application of the presented ideas. The second edition features an extensive index, which makes this volume also useful as a quick reference on the key techniques in intelligent data analysis.From the reviews of the second edition: "One excellent feature of the second addition ... . This is a particularly nice overview with excellent descriptions and numerous illustrations, most in color, for a wide variety of types of visualizations. " (E. Ziegel, Technometrics, 2005) "In this second edition ... have expanded the coverage of topics and ensured that this remains the key text for surveying the field. The twelve chapters which make up the book provide an academically rigorous and concise to the key methodologies which make up the discipline. ... In all this is a comprehensive survey of the field, and will appeal to graduate and post-graduate students, researchers and academics seeking an overview of the theoretical tools available for intelligently analyzing large, complex data sets." (TechBookReport, November, 2003)Hinweis: Auflage und/oder Erscheinungsjahr können im Buchkatalog von eBay unter Umständen von unseren Angeboten abweichen. Dies gilt insbesondere wenn eine ISBN durch den Verlag doppelt vergeben wurde. Im Einzelfall bzw. bei Bedarf bitte VOR Bestellung erfragen.Angaben zur Versandzeit stammen aus Standardeinstellung von ebay; Wir verschicken tagesaktuell; Sendungen unter 1 kg werden als Waren-/Büchersendung (Laufzeiten sind leider sehr unterschiedlich zwischen 2 und 14 Werktagen) verschickt, ab 1 Kg erfolgt der Versand über DPD.Falls Sie eine Bestellung dringend bzw. zu einem bestimmten Zeitpunkt benötigen, wählen Sie bitte immer die Versandart PAKETVERSAND (DPD Classic), ansonsten können wir die Lieferzeiten nicht garantieren.Artikel eingestellt mit dem w+h GmbH eBay-ServiceDaten- und Bilderhosting mit freundlicher Unterstützung von Buchfreund. (2022-08-21), Nieuw, Festpreisangebot, [LT: FixedPrice], EAN: 9783642077074, Publikationsname: Intelligent Data Analysis An Introduction 1219, Sprache: Englisch, Format: 515 pages; XI, 515 p.; 28 x 155 x 235 mm, Produktart: Paperback / Softback, Anzahl der Seiten: 515 pages, Gewicht: 858g, Fach: Informatik/EDV, 2010<

2010, ISBN: 3642077072

[EAN: 9783642077074], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], BAYESIANANALYSIS; DATAMINING; INTELLIGENTDATAANALYSIS; MACHINELEARNING; NEURO-FUZZYDATAANALYSIS; STATISTICALDAT… Plus…

[EAN: 9783642077074], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], BAYESIANANALYSIS; DATAMINING; INTELLIGENTDATAANALYSIS; MACHINELEARNING; NEURO-FUZZYDATAANALYSIS; STATISTICALDATAANALYSIS; DATAVISUALIZATION; FUZZYLOGIC; INDUCTIVELOGICPROGRAMMING; MULTI-VARIATEANALYSIS; STATISTICALINFERENCE; STATISTICALLEARNING; TIMESERIESANALYSIS; ARTIFICIALINTELLIGENCE; DATAANALYSIS; INTELLIGENCE; KERNEL; LOGIC; NEURALNETWORKS; SUPPORTVECTORMACHINE, Druck auf Anfrage Neuware - This monograph is a detailed introductory presentation of the key classes of intelligent data analysis (IDA) methods. The 12 coherently written chapters by leading experts provide complete coverage of the core issues. The previous edition was completely revised and a new chapter on kernel methods and support vector machines and a chapter on visualization techniques were added. The revised chapters from the original edition cover classical statistics issues, ranging from the basic concepts of probability through general notions of inference to advanced multivariate and time-series methods, and provide a detailed discussion of the increasingly important Bayesian approaches. The remaining chapters then concentrate on the area of machine learning and artificial intelligence and provide introductions to the topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a higher-level overview of the IDA processes, illustrating the breadth of application of the presented ideas. The second edition features an extensive index, which makes this volume also useful as a quick reference on the key techniques in intelligent data analysis. 528 pp. Englisch, Books<

2010, ISBN: 3642077072

Edition reliée

Softcover reprint of hardcover 2nd ed. 2003 Kartoniert / Broschiert Wahrscheinlichkeitsrechnung und Statistik, Data Warehousing, Data Mining, Informationsrückgewinnung, Information Retr… Plus…

Softcover reprint of hardcover 2nd ed. 2003 Kartoniert / Broschiert Wahrscheinlichkeitsrechnung und Statistik, Data Warehousing, Data Mining, Informationsrückgewinnung, Information Retrieval, Künstliche Intelligenz, Wissensbasierte Systeme, Expertensysteme, Mustererkennung, fuzzylogic; inductivelogicprogramming; multi-variateAnalysis; statisticalinference; statisticallearning; timeseriesanalysis; ArtificialIntelligence; dataanalysis; intelligence; kernel; logic; neuralnetworks; SupportVectorMachine; Bayesiananalysis; datamining; IntelligentDataAnalysis; machinelearning; Neuro-FuzzyDataAnalysis; statisticaldataanalysis; datavisualization, mit Schutzumschlag 11, [PU:Springer Berlin Heidelberg; Springer-Verlag GmbH]<

2010, ISBN: 9783642077074

[ED: Kartoniert / Broschiert], [PU: Springer Berlin Heidelberg], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. An introduction to the di… Plus…

[ED: Kartoniert / Broschiert], [PU: Springer Berlin Heidelberg], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. An introduction to the diverse areas of modern Data Analysis Extensive Coverage of interdisciplinary field by leading experts in the fieldTwelve introductory ch, DE, [SC: 0.00], Neuware, gewerbliches Angebot, Softcover, 515, [GW: 888g], 2. Auflage, Banküberweisung, PayPal<

2010, ISBN: 9783642077074

An Introduction, Buch, Softcover, Softcover reprint of hardcover 2nd ed. 2003, [PU: Springer Berlin], Springer Berlin, 2010