Machine Learning in Medicine

Machine Learning in Medicine

AngličtinaPevná väzbaTlač na objednávku
Cleophas Ton J.
Springer
EAN: 9789400778689
Tlač na objednávku
Predpokladané dodanie v piatok, 2. mája 2025
48,40 €
Bežná cena: 53,77 €
Zľava 10 %
ks
Chcete tento titul ešte dnes?
kníhkupectvo Megabooks Banská Bystrica
nie je dostupné
kníhkupectvo Megabooks Bratislava
nie je dostupné
kníhkupectvo Megabooks Košice
nie je dostupné

Podrobné informácie

Machine learning is concerned with the analysis of large data and multiple variables. It is also often more sensitive than traditional statistical methods to analyze small data. The first and second volumes reviewed subjects like optimal scaling, neural networks, factor analysis, partial least squares, discriminant analysis, canonical analysis, fuzzy modeling, various clustering models, support vector machines, Bayesian networks, discrete wavelet analysis, association rule learning, anomaly detection, and correspondence analysis. This third volume addresses more advanced methods and includes subjects like evolutionary programming, stochastic methods, complex sampling, optional binning, Newton's methods, decision trees, and other subjects. Both the theoretical bases and the step by step analyses are described for the benefit of non-mathematical readers. Each chapter can be studied without the need to consult other chapters. Traditional statistical tests are, sometimes, priors to machine learning methods, and they are also, sometimes, used as contrast tests. To those wishing to obtain more knowledge of them, we recommend to additionally study (1) Statistics Applied to Clinical Studies 5th Edition 2012, (2) SPSS for Starters Part One and Two 2012, and (3) Statistical Analysis of Clinical Data on a Pocket Calculator Part One and Two 2012, written by the same authors, and edited by Springer, New York.
EAN 9789400778689
ISBN 9400778686
Typ produktu Pevná väzba
Vydavateľ Springer
Dátum vydania 11. decembra 2013
Stránky 224
Jazyk English
Rozmery 235 x 155
Krajina Netherlands
Čitatelia Professional & Scholarly
Autori Cleophas Ton J.; Zwinderman Aeilko H.
Ilustrácie XIX, 224 p. 41 illus.
Informácie o výrobcovi
Kontaktné informácie výrobcu momentálne nie sú dostupné online, na náprave intenzívne pracujeme. Ak informáciu potrebujete, napíšte nám na helpdesk@megabooks.sk, radi vám ju poskytneme.