"synopsis" may belong to another edition of this title.
Proper analysis and mining of the rapidly growing amount of available genomic and proteomic data is vital for advances in biomedical research. Data Mining for Genomics and Proteomics describes efficient methods for analysis of gene and protein expression data. Dr. Darius Dziuda demonstrates step by step how biomedical studies can and should be performed to maximize the chance of extracting new and useful biomedical knowledge from available data. Readers receive clear guidance on when to use particular data mining methods and why, along with the reasons why some popular approaches can lead to inferior results.
This book covers all aspects of gene and protein expression analysis―from technology, data preprocessing, quality assessment, and basic exploratory analysis to unsupervised and supervised learning algorithms, feature selection, and biomarker discovery. Also presented is a novel method for identification of the Informative Set of Genes, defined as a set containing all information significant for the differentiation of classes represented in training data. Special attention is given to multivariate biomarker discovery leading to parsimonious and generalizable classifiers. In addition, exercises and examples of hands-on analysis of real-world gene expression data sets give readers an opportunity to put the methods they have learned to practical use.
Data Mining for Genomics and Proteomics is an excellent resource for data mining specialists, bioinformaticians, computational biologists, biomedical scientists, computer scientists, molecular biologists, and life scientists. It is also ideal for upper-level undergraduate and graduate-level students of bioinformatics, data mining, computational biology, and biomedical sciences, as well as anyone interested in efficient methods of knowledge discovery based on high-dimensional data.
"About this title" may belong to another edition of this title.
Shipping:
US$ 4.00
Within U.S.A.
Book Description Hardcover. Condition: new. New. Fast Shipping and good customer service. Seller Inventory # Holz_New_0470163739
Book Description Condition: new. Seller Inventory # FrontCover0470163739
Book Description Hardcover. Condition: new. New Copy. Customer Service Guaranteed. Seller Inventory # think0470163739
Book Description Condition: New. Buy with confidence! Book is in new, never-used condition. Seller Inventory # bk0470163739xvz189zvxnew
Book Description Condition: New. Brand New Original US Edition.We Ship to PO BOX Address also. EXPEDITED shipping option also available for faster delivery.This item may ship from the US or other locations in India depending on your location and availability. Seller Inventory # ABTR-87870
Book Description Condition: New. Brand New Original US Edition. Customer service! Satisfaction Guaranteed. This item may ship from the US or our Overseas warehouse depending on your location and stock availability. We Ship to PO BOX Location also. Seller Inventory # ABRR-87870
Book Description Condition: New. xvii 319 8 of lates Index. Seller Inventory # 26776904
Book Description Condition: New. xvii 319 8 of lates Illus. Seller Inventory # 8152343