LEADER 02554oam 2200565zu 450 001 9910876938203321 005 20230617024550.0 010 $a1-280-55604-8 010 $a9786610556045 010 $a0-470-86799-X 035 $a(CKB)111087027097472 035 $a(SSID)ssj0000204023 035 $a(PQKBManifestationID)11175450 035 $a(PQKBTitleCode)TC0000204023 035 $a(PQKBWorkID)10188153 035 $a(PQKB)11221551 035 $a(MiAaPQ)EBC4956506 035 $a(Au-PeEL)EBL4956506 035 $a(CaONFJC)MIL55604 035 $a(OCoLC)85820027 035 $a(NjHacI)99111087027097472 035 $a(EXLCZ)99111087027097472 100 $a20160829d2003 uy 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt 182 $cc 183 $acr 200 10$aModeling the Internet and the Web: Probabilistic Methods and Algorithms 210 31$a[Place of publication not identified]$cJohn Wiley & Sons Incorporated$d2003 215 $a1 online resource (296 pages) 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a0-470-86492-3 311 $a0-470-84906-1 330 $aDespite 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. 606 $aInternet$xMathematical models 606 $aTelecommunication$xTraffic$xMathematical models 606 $aProbabilities 615 0$aInternet$xMathematical models. 615 0$aTelecommunication$xTraffic$xMathematical models. 615 0$aProbabilities. 676 $a004.678 700 $aBaldi$b Pierre$0282482 702 $aFrasconi$b Paolo 702 $aSmyth$b Padhraic 801 0$bPQKB 906 $aBOOK 912 $a9910876938203321 996 $aModeling the Internet and the Web: Probabilistic Methods and Algorithms$92279465 997 $aUNINA