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This book contains the extended papers presented at the 2nd Workshop on Supervised and Unsupervised Ensemble Methods and their Applications (SUEMA)heldon21-22July,2008inPatras,Greece,inconjunctionwiththe 18thEuropeanConferenceon Arti?cial Intelligence(ECAI 2008). This wo- shop was a successor of the smaller event held in 2007 in conjunction with 3rd Iberian Conference on Pattern Recognition and Image Analysis, Girona, Spain. The success of that event as well as the publication of workshop - pers in the edited book "Supervised and Unsupervised Ensemble Methods and their Applications", published by Springer-Verlag in Studies in Com- tational Intelligence Series in volume 126, encouraged us to continue a good tradition. The scope of both SUEMA workshops (hence, the book as well) is the application of theoretical ideas in the ?eld of ensembles of classi?cation and clusteringalgorithmstoreal/lifeproblemsinscienceandindustry. Ensembles, which represent a number of algorithms whose class or cluster membership predictions are combined together to produce a single outcome value, have alreadyprovedto be a viable alternativeto a single best algorithmin various practical tasks under di?erent scenarios, from bioinformatics to biometrics, from medicine to network security. The ensemble approach is caused to life by the famous "no free lunch" theorem, stating that there is no absolutely best algorithm to solve all problems. Although ensembles cannot be cons- ered as absolute remedy of a single algorithm de?ciency, it is widely believed thatensemblesprovideabetteranswerto"nofreelunch"theoremthanas- glebestalgorithm. Statistical,algorithmical,representational,computational and practical reasons can explain the success of ensemble methods.

The Priory may be ramshackled in appearance, but Peter, Margaret and Celia, who have inherited it from their uncle, love it for its rambling charm. But there's more to this house than is at first apparent: for years hardly a single person has set foot in the place, and even their uncle chose to live in a different house, far away from this particular property. Local wisdom says that the house is haunted. And when things start going bump in the night, it certainly seems as if something ghostly is walking the Priory's halls. Then a murder is committed. Does the key to solving the crime lie in the realm of the supernatural? Or is the explanation much more down to earth? That saying? Applications of Supervised and Unsupervised Ensemble Methods free epub Behind every famous man ...? From Mrs Midas to Queen Kong, from Elvis's twin sister to Pygmalion's bride, they're all here, in Carol Ann Duffy's inspired and inspirational collection, The World's Wife. Witty and thought-provoking, this is a tongue-in-cheek, no-holds-barred look at the real movers and shakers across history, myth and legend. If you have ever wondered, for example, how exactly Darwin came up with his theory of evolution, or what, precisely, Frau Freud thought about her husband -- then this is the book for you, as the wives of the great, the good, the not so good, and the legendary are given a voice in Carol Ann Duffy's sparkling and inventive collection. 'Carol Ann Duffy is a poet of skill, talent and great heart' Erica Wagner 'Duffy takes a cheeky, subversive, no-nonsense swipe with a dish clout at the famous men of history and myth. They don't have a chance in hell of dodging her quick-witted wallop as she relays their stories from their spouse's points of view' The Times 'Poignant, thoughtful, funny, rich and accessible' Ruth Padel, Guardian, Books of the Year

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Author: Oleg Okun
Number of Pages: 268 pages
Published Date: 14 Mar 2012
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Publication Country: Berlin, Germany
Language: English
ISBN: 9783642260773
Download Link: Click Here
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Songs of the Servant: Isaiah's Good News
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