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Bio-Kernel Machines and Applications

Name: Bio-Kernel Machines and Applications
Brand: World Scientific Publishing Company
SKU: 9789811287336
Price: 106.99 USD
Availability: InStock

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Availability: In Stock

Contributors:

Zheng Rong Yang

Publisher:

World Scientific Publishing Company

Binding:

Hardcover

Book Category:

Computers, Science, Medical

Book Subcategory:

Data Science, Life Sciences, Biotechnology

Book Topic:

Machine Learning, Biology

Shipping & Return +

The product is eligible for a complimentary return within 30 days from the date of purchase. Furthermore, individual items are shipped within 24 hours of receiving the order.

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Specifications +

Release Date:

2024-03-26

ISBN 13:

9789811287336

Weight:

1.16 lbs

Size:

9.00 x 6.00 x 0.63 inches

Pages:

268

Mint Condition +

product description

Description

Due to its capability of handling very complex problems and its high flexibility in adapting to different algorithms, the kernel machine plays a crucial role in machine learning.Bio-Kernel Machines and Applications will introduce a new type of kernel machine for the exploration and modeling between the genotypic inherent structures of short protein sequences or nucleic sequences and the phenotypic biological properties or functions of proteins or nucleotides.The book seeks to establish the fundamentals of the bio-kernel machines by presenting the basic principle and theory of the kernel machine and the various formats of kernel machines, such as string kernel machines adapted for biological applications. The book will also introduce several biological applications of the mutation matrices, demonstrating how mutation matrices can enhance the efficiency and biological relevance of machine learning models applied in specific biological problems.Through analyzing current applications of bio-kernel machines, readers will delve into the advantages of the bio-kernel machines and explore how bio-kernel machines can be further enhanced to tackle a wide spectrum of biological challenges and pave the way for future advancements.

Bio-Kernel Machines and Applications

Description

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