Data Mining for Systems Biology
Title | Data Mining for Systems Biology PDF eBook |
Author | Hiroshi Mamitsuka |
Publisher | |
Pages | 243 |
Release | 2018 |
Genre | Data mining |
ISBN | 9781493985616 |
Data Mining for Systems Biology
Title | Data Mining for Systems Biology PDF eBook |
Author | Hiroshi Mamitsuka |
Publisher | Humana |
Pages | 243 |
Release | 2019-08-04 |
Genre | Science |
ISBN | 9781493993260 |
This fully updated book collects numerous data mining techniques, reflecting the acceleration and diversity of the development of data-driven approaches to the life sciences. The first half of the volume examines genomics, particularly metagenomics and epigenomics, which promise to deepen our knowledge of genes and genomes, while the second half of the book emphasizes metabolism and the metabolome as well as relevant medicine-oriented subjects. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of detail and expert implementation advice that is useful for getting optimal results. Authoritative and practical, Data Mining for Systems Biology: Methods and Protocols, Second Edition serves as an ideal resource for researchers of biology and relevant fields, such as medical, pharmaceutical, and agricultural sciences, as well as for the scientists and engineers who are working on developing data-driven techniques, such as databases, data sciences, data mining, visualization systems, and machine learning or artificial intelligence that now are central to the paradigm-altering discoveries being made with a higher frequency.
Biological Data Mining
Title | Biological Data Mining PDF eBook |
Author | Jake Y. Chen |
Publisher | CRC Press |
Pages | 736 |
Release | 2009-09-01 |
Genre | Computers |
ISBN | 1420086855 |
Like a data-guzzling turbo engine, advanced data mining has been powering post-genome biological studies for two decades. Reflecting this growth, Biological Data Mining presents comprehensive data mining concepts, theories, and applications in current biological and medical research. Each chapter is written by a distinguished team of interdisciplin
Integrative Data Mining in Systems Biology
Title | Integrative Data Mining in Systems Biology PDF eBook |
Author | Yonghong Peng |
Publisher | |
Pages | |
Release | 2007 |
Genre | Biological systems |
ISBN |
Big Mechanisms in Systems Biology
Title | Big Mechanisms in Systems Biology PDF eBook |
Author | Bor-Sen Chen |
Publisher | Academic Press |
Pages | 880 |
Release | 2016-10-25 |
Genre | Science |
ISBN | 0128097078 |
Big Mechanisms in Systems Biology: Big Data Mining, Network Modeling, and Genome-Wide Data Identification explains big mechanisms of systems biology by system identification and big data mining methods using models of biological systems. Systems biology is currently undergoing revolutionary changes in response to the integration of powerful technologies. Faced with a large volume of available literature, complicated mechanisms, small prior knowledge, few classes on the topics, and causal and mechanistic language, this is an ideal resource. This book addresses system immunity, regulation, infection, aging, evolution, and carcinogenesis, which are complicated biological systems with inconsistent findings in existing resources. These inconsistencies may reflect the underlying biology time-varying systems and signal transduction events that are often context-dependent, which raises a significant problem for mechanistic modeling since it is not clear which genes/proteins to include in models or experimental measurements. The book is a valuable resource for bioinformaticians and members of several areas of the biomedical field who are interested in an in-depth understanding on how to process and apply great amounts of biological data to improve research. Written in a didactic manner in order to explain how to investigate Big Mechanisms by big data mining and system identification Provides more than 140 diagrams to illustrate Big Mechanism in systems biology Presents worked examples in each chapter
Advanced Data Mining Technologies in Bioinformatics
Title | Advanced Data Mining Technologies in Bioinformatics PDF eBook |
Author | Hui-Huang Hsu |
Publisher | IGI Global |
Pages | 343 |
Release | 2006-01-01 |
Genre | Computers |
ISBN | 1591408636 |
"This book covers research topics of data mining on bioinformatics presenting the basics and problems of bioinformatics and applications of data mining technologies pertaining to the field"--Provided by publisher.
Structural and Relational Data Mining for Systems Biology Applications
Title | Structural and Relational Data Mining for Systems Biology Applications PDF eBook |
Author | Elisabeth Georgii |
Publisher | |
Pages | 0 |
Release | 2010 |
Genre | |
ISBN |