eBook - ePub

Biological Knowledge Discovery Handbook

Name: Biological Knowledge Discovery Handbook
ISBN: 9781118853726

Preprocessing, Mining and Postprocessing of Biological Data

Mourad Elloumi,

Albert Y. Zomaya,

Yi Pan,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Biological Knowledge Discovery Handbook

Preprocessing, Mining and Postprocessing of Biological Data

Mourad Elloumi,

Albert Y. Zomaya,

Yi Pan,

About this 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 data—and 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 processing—also known as data mining—and 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

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.

At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.

Perlego offers two plans: Essential and Complete

Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.

Both plans are available with monthly, semester, or annual billing cycles.

We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.

Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.

Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.

Yes, you can access Biological Knowledge Discovery Handbook by Mourad Elloumi,Albert Y. Zomaya, Yi Pan in PDF and/or ePUB format, as well as other popular books in Computer Science & Data Warehousing. We have over one million books available in our catalogue for you to explore.