Modeling the Internet and the Web

Probabilistic Methods and Algorithms

Padhraic Smyth, Pierre Baldi, Paolo Frasconi, et al.

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89,99 €
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John Wiley & Sons img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik

Beschreibung

Modeling the Internet and the Web covers the most important aspectsof modeling the Web using a modern mathematical and probabilistictreatment. It focuses on the information and application layers, aswell as some of the emerging properties of the Internet. * Provides a comprehensive introduction to the modelingof the Internet and the Web at the information level. * Takes a modern approach based on mathematical,probabilistic, and graphical modeling. * Provides an integrated presentation of theory, examples,exercises and applications. * Covers key topics such as text analysis, link analysis,crawling techniques, human behaviour, and commerce on the Web. Interdisciplinary in nature, Modeling the Internet and the Webwill be of interest to students and researchers from a variety ofdisciplines including computer science, machine learning,engineering, statistics, economics, business, and the socialsciences. "This book is fascinating!" - David Hand (Imperial College,UK) "This book provides an extremely useful introduction to theintellectually stimulating problems of data mining electronicbusiness." - Andreas S. Weigend (Chief Scientist, Amazon.com)

Rezensionen

(Technometrics, August 2004, Vol.46, No. 3)
"...I congratulate the authors on a very well-researched andwell-written publication."
(Short Book Reviews, August 2004)
"...fascinating ...I highly recommend thisbook..."
(Technometrics, August 2004)
"...a very well-researched and well-writtenpublication."
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Schlagwörter

Applied Probability & Statistics - Models, Spezialthemen Informatik, Computer Science, Bioinformatics & Computational Biology, Biowissenschaften, Life Sciences, Computer Science Special Topics, Statistics, Statistik, Informatik, Modell (Math.), Bioinformatik u. Computersimulationen in der Biowissenschaften, Angew. Wahrscheinlichkeitsrechn. u. Statistik / Modelle