Biological Knowledge Discovery Handbook
Preprocessing, Mining and Postprocessing of Biological Data
By John Wiley & Sons | Publisher: Wiley
About the book
The first comprehensive overview of preprocessing, mining, and postprocessing of biological data
Molecular biology is undergoing exponential growth in both the volume and complexity of biological dataand knowledge discovery offers the capacity to automate complex search and data analysis tasks. This book presents a vast overview of the most recent developments on techniques and approaches in the field of biological knowledge discovery and data mining (KDD)providing in-depth fundamental and technical field information on the most important topics encountered.
Written by top experts, Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data covers the three main phases of knowledge discovery (data preprocessing, data processingalso known as data miningand data postprocessing) and analyzes both verification systems and discovery systems.
BIOLOGICAL DATA PREPROCESSING
- Part A: Biological Data Management
- Part B: Biological Data Modeling
- Part C: Biological Feature Extraction
- Part D Biological Feature Selection
BIOLOGICAL DATA MINING
- Part E: Regression Analysis of Biological Data
- Part F Biological Data Clustering
- Part G: Biological Data Classification
- Part H: Association Rules Learning from Biological Data
- Part I: Text Mining and Application to Biological Data
- Part J: High-Performance Computing for Biological Data Mining
Combining sound theory with practical applications in molecular biology, Biological Knowledge Discovery Handbook is ideal for courses in bioinformatics and biological KDD as well as for practitioners and professional researchers in computer science, life science, and mathematics.
Editions of Biological Knowledge Discovery Handbook
- Hardcover
- ISBN 9781118132739
- EBook
- ISBN 9781118617151
- EBook
- ISBN 9781118617113
Read an Excerpt
The first comprehensive overview of preprocessing, mining, and postprocessing of biological data
Molecular biology is undergoing exponential growth in both the volume and complexity of biological dataand knowledge discovery offers the capacity to automate complex search and data analysis tasks. This book presents a vast overview of the most recent developments on techniques and approaches in the field of biological knowledge discovery and data mining (KDD)providing in-depth fundamental and technical field information on the most important topics encountered.
Written by top experts, Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data covers the three main phases of knowledge discovery (data preprocessing, data processingalso known as data miningand data postprocessing) and analyzes both verification systems and discovery systems.
BIOLOGICAL DATA PREPROCESSING
- Part A: Biological Data Management
- Part B: Biological Data Modeling
- Part C: Biological Feature Extraction
- Part D Biological Feature Selection
BIOLOGICAL DATA MINING
- Part E: Regression Analysis of Biological Data
- Part F Biological Data Clustering
- Part G: Biological Data Classification
- Part H: Association Rules Learning from Biological Data
- Part I: Text Mining and Application to Biological Data
- Part J: High-Performance Computing for Biological Data Mining
Combining sound theory with practical applications in molecular biology, Biological Knowledge Discovery Handbook is ideal for courses in bioinformatics and biological KDD as well as for practitioners and professional researchers in computer science, life science, and mathematics.
Frequently Asked Questions
What is Biological Knowledge Discovery Handbook about?
The first comprehensive overview of preprocessing, mining, and postprocessing of biological data
Molecular biology is undergoing exponential growth in both the volume and complexity of biological dataand knowledge discovery offers the capacity to automate complex search and data analysis tasks. This book presents a vast overview of the most recent developments on techniques and approaches in the field of biological knowledge discovery and data mining (KDD)providing in-depth fundamental and technical field information on the most important topics encountered.
Written by top experts, Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data covers the three main phases of knowledge discovery (data preprocessing, data processingalso known as data miningand data postprocessing) and analyzes both verification systems and discovery systems.
BIOLOGICAL DATA PREPROCESSING
- Part A: Biological Data Management
- Part B: Biological Data Modeling
- Part C: Biological Feature Extraction
- Part D Biological Feature Selection
BIOLOGICAL DATA MINING
- Part E: Regression Analysis of Biological Data
- Part F Biological Data Clustering
- Part G: Biological Data Classification
- Part H: Association Rules Learning from Biological Data
- Part I: Text Mining and Application to Biological Data
- Part J: High-Performance Computing for Biological Data Mining
Combining sound theory with practical applications in molecular biology, Biological Knowledge Discovery Handbook is ideal for courses in bioinformatics and biological KDD as well as for practitioners and professional researchers in computer science, life science, and mathematics.
What core themes, tropes, or subjects are explored in Biological Knowledge Discovery Handbook?
Computing and Information Technology > Databases / Data management > Data warehousing
Where can I read a sample of Biological Knowledge Discovery Handbook?
You can read an official preview of the few pages here https://www.book2look.com/book/9781118132739
Is Biological Knowledge Discovery Handbook part of a series, and can it be read as a standalone?
Yes it is a part of series Wiley Series in Bioinformatics
Who is/are the Author/s of the book Biological Knowledge Discovery Handbook?
John Wiley & Sons
Who is the Publisher of the book Biological Knowledge Discovery Handbook?
Wiley
What are the ISBN numbers for the physical and digital editions?
Biological Knowledge Discovery Handbook is available as hardcover(ISBN 9781118132739) and ebook(ISBN 9781118617151) and ebook(ISBN 9781118617113)
Where can I buy Biological Knowledge Discovery Handbook online or support local independent bookshops?
You can buy Biological Knowledge Discovery Handbook from below
Where can I buy Biological Knowledge Discovery Handbook?