An unprecedented wealth of data is being generated by genome sequencing projects and other experimental efforts to determine the structure and function of biological molecules. The demands and opportunities for interpreting these data are expanding more than ever. Biotechnology, pharmacology, and medicine will be particularly affected by the new results and the increased understanding of life at the molecular level. Bioinformatics is the development and application of computer methods for analysis, interpretation, and prediction, as well as for the design of experiments. It has emerged as a strategic frontier between biology and computer science.

Machine learning approaches (e.g., neural networks, hidden Markov models, and belief networks) are ideally suited for areas where there is a lot of data but little theory--and this is exactly the situation in molecular biology. As with its predecessor, statistical model fitting, the goal in machine learning is to extract useful information from a body of data by building good probabilistic models. The particular twist behind machine learning, however, is to automate the process as much as possible.

In this book, Pierre Baldi and S�ren Brunak present the key machine learning approaches and apply them to the computational problems encountered in the analysis of biological data. The book is aimed at two types of researchers and students. First are the biologists and biochemists who need to understand new data-driven algorithms, such as neural networks and hidden Markov models, in the context of biological sequences and their molecular structure and function. Second are those with a primary background in physics, mathematics, statistics, or computer science who need to know more about specific applications in molecular biology.

About the Author

Pierre Baldi is Chairman of the Board, Net-ID, Inc. S�ren Brunak is Director, Center for Biological Sequence Analysis, The Technical University of Denmark.

"About this title" may belong to another edition of this title.

Store Description

The Reader's Corner is such fun,it's too bad you have to buy our books on line. We have eight foot tall outside bookshelves across the entire front of the store. There is a money slot in the door for night sales, which go to support National Public Radio. Inside, which can be too crowded at times, are surprisingly good books, only 1% are ever listed on-line. We also sell records, music cd's, comic books, mags, computer software and games. Best of all is the found art decorating every spare spot. The motto on the front door: NO SHOOTING, NO SMOKING, NO MOONING THE MANAGEMENT.

Visit Seller's Storefront

Seller's business information

Reader's Corner, Inc.
Reader's Corner, Inc, 3201 Hillsborough Street, Raleigh, NC, 27607, U.S.A.

Sale & Shipping Terms

Terms of Sale

Visa, Mastercard, Amex, Discover, Paypal or check. Shipping by USPS Priority Mail $6.50 first volume/$4 each add. vol.This is for octavo sized books only, oversize books will be more. USPS bookrate $3.50 first vol/$1.75 each add. vol. (I cover all Dust Jackets with Brodart Mylar protectors).(For EU: Reader's Corner, 3201 Hillsborough Street, Raleigh N.C., 27607, readcorner@aol.com)

Shipping Terms

Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.

Shipping rates within U.S.A.

Shipping rates within U.S.A.
Order quantity	4 to 10 business days	3 to 6 business days
First item	US$ 5.50	US$ 12.85

Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.