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Handbook of Machine Learning Applications for Genomics (Hardcover, 1st ed. 2022)
Loot Price: R6,534
Discovery Miles 65 340
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Handbook of Machine Learning Applications for Genomics (Hardcover, 1st ed. 2022)
Series: Studies in Big Data, 103
Expected to ship within 10 - 15 working days
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Total price: R6,554
Discovery Miles: 65 540
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Currently, machine learning is playing a pivotal role in the
progress of genomics. The applications of machine learning are
helping all to understand the emerging trends and the future scope
of genomics. This book provides comprehensive coverage of machine
learning applications such as DNN, CNN, and RNN, for predicting the
sequence of DNA and RNA binding proteins, expression of the gene,
and splicing control. In addition, the book addresses the effect of
multiomics data analysis of cancers using tensor decomposition,
machine learning techniques for protein engineering, CNN
applications on genomics, challenges of long noncoding RNAs in
human disease diagnosis, and how machine learning can be used as a
tool to shape the future of medicine. More importantly, it gives a
comparative analysis and validates the outcomes of machine learning
methods on genomic data to the functional laboratory tests or by
formal clinical assessment. The topics of this book will cater
interest to academicians, practitioners working in the field of
functional genomics, and machine learning. Also, this book shall
guide comprehensively the graduate, postgraduates, and Ph.D.
scholars working in these fields.
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