Bioinformatics The Machine Learning Approach 2nd Edition

Upload bởi: hatdequynhtrang

Mã tài liệu: 202265

Số trang: 477

Định dạng: pdf

Dung lượng file:

Chuyên mục: Khoa học công nghệ

Đến trang tải tài liệu này

Info

Product Description
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 rapidly. Bioinformatics is the development and application of computer methods for management, analysis, interpretation, and prediction, as well as for the design of experiments. 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, which is the situation in molecular biology. The goal in machine learning is to extract useful information from a body of data by building good probabilistic models--and to automate the process as much as possible. In this book Pierre Baldi and Søren 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 both at biologists and biochemists who need to understand new data-driven algorithms and at those with a primary background in physics, mathematics, statistics, or computer science who need to know more about applications in molecular biology. This new second edition contains expanded coverage of probabilistic graphical models and of the applications of neural networks, as well as a new chapter on microarrays and gene expression. The entire text has been extensively revised.
Product Details
Hardcover: 476 pages
Publisher: The MIT Press; 2 edition (August 1, 2001)
Language: English
ISBN-10: 026202506X
ISBN-13: 978-0262025065
Product Dimensions: 9 x 7.2 x 1.4 inches

Phần bên dưới chỉ hiển thị một số trang ngẫu nhiên trong tài liệu. Bạn tải về để xem được bản đầy đủ

GỢI Ý

Những tài liệu gần giống với tài liệu bạn đang xem

Bioinformatics 2nd Edition

Upload: topcpest

📎 Số trang: 505
👁 Lượt xem: 338
⬇ Lượt tải: 16

Tìm tài liệu

Info

Phần bên dưới chỉ hiển thị một số trang ngẫu nhiên trong tài liệu. Bạn tải về để xem được bản đầy đủ

GỢI Ý

QUAN TÂM

CHUYÊN MỤC

KhoTri thức số

Về chúng tôi

MENU

LIÊN HỆ

098 333 9285