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010   $a9786610556045
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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.
608   $aElectronic books.
676   $a004.678
700   $aBaldi$b Pierre$0282482
702   $aFrasconi$b Paolo
702   $aSmyth$b Padhraic
801  0$bPQKB
906   $aBOOK
912   $a9910143228303321
996   $aModeling the Internet and the Web: Probabilistic Methods and Algorithms$92279465
997   $aUNINA