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Mourad Elloumi - Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data - 9781118132739 - V9781118132739
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Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data

€ 215.49
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Description for Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data Hardcover. Molecular biology is undergoing exponential growth in both the volume and complexity of biological data. This book offers the first comprehensive overview of data mining, preprocessing, postprocessing, and storage for biological data. Series: Wiley Series in Bioinformatics. Num Pages: 1192 pages, Illustrations. BIC Classification: PSA; UNA. Category: (P) Professional & Vocational. Dimension: 255 x 184 x 57. Weight in Grams: 2174.

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 ... Read more

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.

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Product Details

Format
Hardback
Publication date
2014
Publisher
John Wiley & Sons Inc United States
Number of pages
1192
Condition
New
Series
Wiley Series in Bioinformatics
Number of Pages
1192
Place of Publication
New York, United States
ISBN
9781118132739
SKU
V9781118132739
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-1

About Mourad Elloumi
MOURAD ELLOUMI is a Full Professor in Computer Science at the University of Tunis-El Manar, Tunisia. He is the author/coauthor of more than fifty publications in international journals and conference proceedings and the coeditor, along with Albert Zomaya, of Algorithms in Computational Molecular Biology: Techniques, Approaches and Applications (Wiley). ALBERT Y. ZOMAYA is the Chair Professor of High ... Read more

Reviews for Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data
“This book is a unique resource for practitioners and researchers in computer science, life science, and  mathematics.”  (Zentralblatt MATH, 1 June 2015)  

Goodreads reviews for Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data


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