| Description |
280 pages ; 23 cm |
| Contents |
1. Introduction to the basics of molecular biology -- 2. Introduction to problems and challenges in bioinformatics -- 3. Introduction to artificial intelligence and computer science -- 4. Probabilistic approaches -- 5. Nearest neighbour and clustering approaches -- 6. Identification (decision) trees -- 7. Neural networks -- 8. Genetic algorithms -- 9. Genetic programming -- 10. Cellular automata -- 11. Hybrid methods |
| Summary |
"This book provides a unique insight into the complex problems of bioinformatics and the innovative solutions which make up 'Intelligent Bioinformatics'. The book requires only rudimentary knowledge of biology, bioinformatics or computer science and is aimed at interested readers regardless of discipline." "The book will appeal to all postgraduate students and researchers in bioinformatics and genomics as well as to computer scientists interested in these disciplines, and all natural scientists with large data sets to analyze."--BOOK JACKET |
| Bibliography |
Includes bibliographical references and index |
| Subject |
Artificial intelligence -- Biological applications.
|
|
Bioinformatics.
|
| Author |
Narayanan, Ajit, 1952-
|
| LC no. |
2005008601 |
| ISBN |
0470021756 (cloth : alk. paper) |
|
0470021756 : |
|
