Bioinformatics technologies
- المؤلف
- Yi-Ping Phoebe Chen
- سنة النشر
- 2005
- الناشر
- Springer
- لغة الملف
- انكليزي
- نوع الملف
- Book
- تصنيف الكتاب
- Computer Science
- تحميل الكتاب قراءة الكتاب
Solving modern biological problems requires advanced computational methods. Bioinformatics evolved from the active interaction of two fast-developing disciplines, biology and information technology. The central issue of this emerging field is the transformation of often distributed and unstructured biological data into meaningful information. This book describes the application of well-established concepts and techniques from areas like data mining, machine learning, database technologies, and visualization techniques to problems like protein data analysis, genome analysis and sequence databases. Chen has collected contributions from leading researchers in each area. The chapters can be read independently, as each offers a complete overview of its specific area, or, combined, this monograph is a comprehensive treatment that will appeal to students, researchers, and R&D professionals in industry who need a state-of-the-art introduction into this challenging and exciting young field.
الكلمات المفتاحية: Computer science / DNA / DNA Data Analysis / Microarray / Pattern Matching / Proteine Data Analysis / Structural Genomics / Bioinformatics / Data analysis / Data mining / Database / Databases / Genome / Learning / Machine learning / Visualization
