TY - BOOK ID - 1737642 TI - Pattern discovery in bioinformatics : theory & algorithms PY - 2008 SN - 9781584885498 1584885491 9780429143786 PB - Boca Raton : Chapman & Hall/CRC, DB - UniCat KW - Molecular biology KW - Computer. Automation KW - Bioinformatics KW - Pattern recognition systems KW - Computational Biology KW - Pattern Recognition, Automated KW - methods KW - Bioinformatics. KW - Pattern recognition systems. KW - Pattern Recognition, Automated. KW - methods. KW - Computational Biology - methods UR - https://www.unicat.be/uniCat?func=search&query=sysid:1737642 AB - Taking a systematic approach to pattern discovery, this self-contained book supplies sound mathematical definitions and efficient algorithms to explain vital information about biological data. A solid foundation in computational methods, it explores various data patterns, including strings, clusters, permutations, topology, partial orders, and boolean expressions, to capture a different form of regularity in the data. The book focuses on models of biological sequences, including DNA, RNA, and protein sequences. With numerous exercises at the end of each chapter, it also reviews basic statistics, including probability, information theory, and the central limit theorem. ER -