Home Computers Bio-Kernel Machines and Applications

Bio-Kernel Machines and Applications

by Yang Zheng Rong

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Book Overview Due to its capability of handling very complex problems and its high flexibility in adapting to different algorithms, the kernel machine ...

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.

Book Details Format: Hardcover | Pages: 252 | Language: English | Publisher: WORLD SCIENTIFIC PUB CO INC | ISBN: 9811287333
FormatHardcover
Pages252
LanguageEnglish
ISBN9811287333
EAN9789811287336
PublisherWORLD SCIENTIFIC PUB CO INC
Publication Date1970-01-01
AccessoriesNo Accessory
ConditionNew
Product TypeHARD COVER BOOKS
Weight1.16 Pounds
Length9.0 Inches
Width6.0 Inches
Height0.63 Inches
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