Protein Homology Detection Through Alignment of Markov Random Fields Using MRFalign /

• Κύριοι συγγραφείς: Xu, Jinbo (Συγγραφέας), Wang, Sheng (Συγγραφέας), Ma, Jianzhu (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: SpringerBriefs in Computer Science,
• Θέματα: Computer science.; Mathematical statistics.; Bioinformatics.; Statistics.; Computer Science.; Computational Biology/Bioinformatics.; Probability and Statistics in Computer Science.; Statistics for Life Sciences, Medicine, Health Sciences.

This work covers sequence-based protein homology detection, a fundamental and challenging bioinformatics problem with a variety of real-world applications. The text first surveys a few popular homology detection methods, such as Position-Specific Scoring Matrix (PSSM) and Hidden Markov Model (HMM) b...