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LEADER 03015cam 2200673 a 4500

001 ocm45951728;

003 OCoLC;

005 20141212095426.0;

008 010208s2001 maua b 001 0 eng ;

010 a| 2001030210;

016 7 a| 1011287402| DNLM;

020 a| 026202506X (hc. : alk. paper);

020 a| 9780262025065 (hc. : alk. paper);

029 1 a| NLMb| 101128740;

029 1 a| NLGGCb| 23939240X;

029 1 a| NZ1b| 6090332;

029 1 a| AU@b| 000022298767;

029 1 a| HEBISb| 100224717;

035 a| (Sirsi) o45951728;

035 a| (OCoLC)45951728;

049 a| NEHH;

100 1 a| Baldi, Pierre.=| ^A477206;

245 10 a| Bioinformatics :b| the machine learning approach /c| Pierre Baldi, Søren Brunak.;

250 a| 2nd ed.;

300 a| xxi, 452 pages :b| illustrations ;c| 24 cm.;

336 a| text2| rdacontent;

337 a| unmediated2| rdamedia;

338 a| volume2| rdacarrier;

490 1 a| Adaptive computation and machine learning;

500 a| "A Bradford book.";

504 a| Includes bibliographical references (p. 409-445).;

505 0 a| Introduction -- Machine-learning foundations : the probabilistic framework -- Probabilistic modeling and inference : examples -- Machine learning algorithms -- Neural networks : the theory -- Neural networks : applications -- Hidden Markov models: the theory -- Hidden Markov models: applications -- Probabilistic graphical models in bioinformatics -- Probabilistic models of evolution : phylogenitc trees -- Stochastic grammars and linguistics -- Microarrays and gene expression -- Internet resources and public databases.;

650 0 a| Bioinformatics.=| ^A493304;

650 0 a| Molecular biologyx| Computer simulation.=| ^A1446;

650 0 a| Molecular biologyx| Mathematical models.=| ^A1446;

650 0 a| Neural networks (Computer science)=| ^A263002;

650 0 a| Machine learning.=| ^A145211;

650 0 a| Markov processes.=| ^A27090;

650 12 a| Computational Biologyx| methods.=| ^A932025;

650 22 a| Artificial Intelligence.=| ^A923131;

650 22 a| Markov Chains.=| ^A962728;

650 22 a| Models, Theoretical.=| ^A918806;

650 22 a| Neural Networks, Computer=| ^A925029;

700 1 a| Brunak, Søren.=| ^A810029;

830 0 a| Adaptive computation and machine learning.=| ^A474767;

938 a| Baker & Taylorb| BKTYc| 65.00d| 65.00i| 026202506Xn| 0003688671s| active;

938 a| Baker and Taylorb| BTCPn| 2001030210;

938 a| YBP Library Servicesb| YANKn| 1767073;

949 a| QH 506 B177b 2001h| HSL70i| 31740007232410o| herc;

994 a| C0b| NEH;

096 a| QH 506 B177b 2001;

596 a| 4;

998 a| 2798800;

999 a| QH 506 B177B 2001w| NLMc| 1i| 31740007232410l| HSLBKm| HSLp| $52.00r| Ys| Yt| HBKu| 3/29/2012x| BOOKz| HSTACKSo| .STAFF. herc;

Bioinformatics : the machine learning approach / Pierre Baldi, Søren Brunak.

Author/creator	Baldi, Pierre
Other author	Brunak, Søren.
Format	Book
Edition	2nd ed.
Publication Info	Cambridge, Mass. : MIT Press, ©2001.
Description	xxi, 452 pages : illustrations ; 24 cm.
Subjects	Bioinformatics. Molecular biology--Computer simulation. Molecular biology--Mathematical models. Neural networks (Computer science) Machine learning. Markov processes. Computational Biology--methods. Artificial Intelligence. Markov Chains. Models, Theoretical. Neural Networks, Computer

Series	Adaptive computation and machine learning Adaptive computation and machine learning. ^A474767
Contents	Introduction -- Machine-learning foundations : the probabilistic framework -- Probabilistic modeling and inference : examples -- Machine learning algorithms -- Neural networks : the theory -- Neural networks : applications -- Hidden Markov models: the theory -- Hidden Markov models: applications -- Probabilistic graphical models in bioinformatics -- Probabilistic models of evolution : phylogenitc trees -- Stochastic grammars and linguistics -- Microarrays and gene expression -- Internet resources and public databases.
General note	"A Bradford book."
Bibliography note	Includes bibliographical references (p. 409-445).
LCCN	2001030210
ISBN	026202506X (hc. : alk. paper)
ISBN	9780262025065 (hc. : alk. paper)

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Laupus	Books - Stacks	QH 506 B177B 2001	✔ Available	Place Hold

Bioinformatics : the machine learning approach / Pierre Baldi, Søren Brunak.

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