Protein sequences classification based on weighting scheme

• Main Authors: Zaki, N. M., Deris, Safaai, Md Illias, Rosli
• Format: Article
• Language: English
• Published: Assumption University 2005
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/id/eprint/5576/1/N.M.Zaki2005_ProteinSequencesClassificationBasedOn.pdf; http://eprints.utm.my/id/eprint/5576/
• Institution: Universiti Teknologi Malaysia

We present a new technique to recognize remote protein homologies that rely on combining probabilistic modeling and supervised learning in high-dimensional feature spaces. The main novelty of our technique is the method of constructing feature vectors using Hidden Markov Model and the combination of...