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Applications of Machine Learning Techniques to Bioinformatics

Name: Applications of Machine Learning Techniques to Bioinformatics
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639054408
Price: 30308 HUF
Availability: InStock

Szerző: Haifeng Li

Nyelv:

Kötés: Puha kötésű

Kiadó: VDM Verlag Dr. Mueller E.K.

Elérhetőség: Beszállítói készleten

Küldés 14-21 napon belül

30 308 Ft

The completion of the sequencing of the human genome was heralded the dawn of a new era in biology a...

Információk a könyvről

Szerző

Haifeng Li

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2008

oldal

236

EAN

9783639054408

ISBN

3639054407

Enbook ID

06814903

Kiadó

VDM Verlag Dr. Mueller E.K.

Súly

322

Méretek

152 x 229 x 13

Teljes leírás

The completion of the sequencing of the human genome was heralded the dawn of a new era in biology and medicine. Besides, advances in high-throughput experimental technologies, e.g. ChIP-chip, gene expression, and SNP microarrays, enable us to observe various aspects of biological processes. Such a global and comprehensive genomic view also changes the landscape of biological and biomedical research. This book is devoted to developing effective and efficient machine learning techniques for analyzing the huge amount of genetic data. Several important computational problems, from sequence annotation, microarray gene expression analysis, to optical mapping, are analyzed with novel machinelearning methods. More importantly, this book places great emphasis on the interplay of biological observation and mathematical modeling, which, we believe, is the key to successfully applymachine learning techniques to bioinformatics. The analysis should help shed some light on this new and exciting area, and should be especially useful to professionals in Bioinformatics and Machine Learning fields.