02554oam 2200565zu 450 991087693820332120230617024550.01-280-55604-897866105560450-470-86799-X(CKB)111087027097472(SSID)ssj0000204023(PQKBManifestationID)11175450(PQKBTitleCode)TC0000204023(PQKBWorkID)10188153(PQKB)11221551(MiAaPQ)EBC4956506(Au-PeEL)EBL4956506(CaONFJC)MIL55604(OCoLC)85820027(NjHacI)99111087027097472(EXLCZ)9911108702709747220160829d2003 uy engurcnu||||||||txtccrModeling the Internet and the Web: Probabilistic Methods and Algorithms[Place of publication not identified]John Wiley & Sons Incorporated20031 online resource (296 pages)Bibliographic Level Mode of Issuance: Monograph0-470-86492-3 0-470-84906-1 Despite its haphazard growth, the Web hides powerful underlying regularities - from the organization of its links to the patterns found in its use by millions of users. Probabilistic modelling allows many of these regularities to be predicted on the basis of theoretical models based on statistical methodology. Among these applications are data mining and bioinformatics. This text has been designed to fill a specific niche and covers the most important aspects of the Internet at the information level using a modern unified mathematical/probabilistic/graphical models/machine learning treatment. The book does not deal with the physical layer, or the protocol layer of the Internet. Rather, it focuses on the information and application layers, as well as some of the emerging properties of the Internet.InternetMathematical modelsTelecommunicationTrafficMathematical modelsProbabilitiesInternetMathematical models.TelecommunicationTrafficMathematical models.Probabilities.004.678Baldi Pierre282482Frasconi PaoloSmyth PadhraicPQKBBOOK9910876938203321Modeling the Internet and the Web: Probabilistic Methods and Algorithms2279465UNINA