A
Arunkumar Chinnasamy
Researcher at National University of Singapore
Publications - 4
Citations - 137
Arunkumar Chinnasamy is an academic researcher from National University of Singapore. The author has contributed to research in topics: Bayesian network & Bayesian probability. The author has an hindex of 4, co-authored 4 publications receiving 135 citations.
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Journal ArticleDOI
Protein structure and fold prediction using Tree-Augmented naïve Bayesian classifier.
TL;DR: This paper presents a framework using the Tree-Augmented Bayesian Networks (TAN) which performs multi-classification based on the theory of learning Bayesian networks and using improved feature vector representation of (Ding et al., 2001).
Proceedings ArticleDOI
Protein structure and fold prediction using tree-augmented naive Bayesian classifier.
TL;DR: This paper presents a framework using the Tree-Augmented Networks (TAN) based on the theory of learning Bayesian networks but with less restrictive assumptions than the naiveBayesian networks to enhance TAN's performance.
Journal ArticleDOI
Probabilistic prediction of protein-protein interactions from the protein sequences.
TL;DR: A framework is presented to predict protein-protein interactions using a probabilistic-based tree augmented nai ve (TAN) Bayesian network and it is shown that the framework gives better performance than support vector machine (SVM).
Journal ArticleDOI
Nucleotide sequence determines the accelerated rate of point mutations
TL;DR: These findings show that mutation rates of proteins, and hence of the organisms, are DNA sequence-dependent and thus provide a proximate mechanism of evolution at the molecular level.