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Introduction to Machine Learning and Bioinformatics (Chapman & Hall/ CRC Computer Science & Data Analysis) - Hardcover
Synopsis
Lucidly Integrates Current Activities
Focusing on both fundamentals and recent advances, Introduction to Machine Learning and Bioinformatics presents an informative and accessible account of the ways in which these two increasingly intertwined areas relate to each other.
Examines Connections between Machine Learning & Bioinformatics
The book begins with a brief historical overview of the technological developments in biology. It then describes the main problems in bioinformatics and the fundamental concepts and algorithms of machine learning. After forming this foundation, the authors explore how machine learning techniques apply to bioinformatics problems, such as electron density map interpretation, biclustering, DNA sequence analysis, and tumor classification. They also include exercises at the end of some chapters and offer supplementary materials on their website.
Explores How Machine Learning Techniques Can Help Solve Bioinformatics Problems
Shedding light on aspects of both machine learning and bioinformatics, this text shows how the innovative tools and techniques of machine learning help extract knowledge from the deluge of information produced by today’s biological experiments.
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About the Author
Mitra, Sushmita; Datta, Sujay; Perkins, Theodore; Michailidis, George
"About this title" may belong to another edition of this title.
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Introduction to Machine Learning and Bioinformatics (Computer Science and Data Analysis)
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Introduction to Machine Learning and Bioinformatics
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Chapman and Hall/CRC, -, 2008
ISBN 10: 158488682X
ISBN 13: 9781584886822
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Introduction to Machine Learning and Bioinformatics (Chapman & Hall/ CRC Computer Science & Data Analysis)
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Introduction to Machine Learning and Bioinformatics (Chapman & Hall/CRC Computer Science & Data Analysis)
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Chapman and Hall/CRC 2008-06-03, 2008
ISBN 10: 158488682X
ISBN 13: 9781584886822
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