Bio-Keel Machines and Applications

by: Zheng Rong Yang (Author)

Publisher: World Scientific Publishing

Publication Date: 7 April 2024

Language: English

Print Length: 268 pages

ISBN-10: 9811287333

ISBN-13: 9789811287336

Book Description

Due to its capability of handling very complex problems and its high flexibility in adapting to different algorithms, the keel machine plays a crucial role in machine leaing.Bio-Keel Machines and Applications will introduce a new type of keel 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-keel machines by presenting the basic principle and theory of the keel machine and the various formats of keel machines, such as string keel 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 leaing models applied in specific biological problems.Through analyzing current applications of bio-keel machines, readers will delve into the advantages of the bio-keel machines and explore how bio-keel machines can be further enhanced to tackle a wide spectrum of biological challenges and pave the way for future advancements.