Efficacy of different protein descriptors in predicting protein functional families using support vector machine

Efficacy of different protein descriptors in predicting protein functional families using support vector machine

Master's

Saved in:

Bibliographic Details
Main Author:	ONG AI KIANG, SERENE
Other Authors:	PHARMACY
Format:	Theses and Dissertations
Language:	English
Published:	2011
Subjects:	SVM, protein, descriptor, feature, sequence, benchmark
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/28143
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	National University of Singapore
Language:	English

Similar Items

Prediction of antifungal activity with support vector machine
by: Li, Z.-R., et al.
Published: (2014)

Nomogram visualization for ranking support vector machine
by: Thuy, N.T.T., et al.
Published: (2013)

An improved algorithm for the solution of the regularization path of support vector machine
by: Ong, C.-J., et al.
Published: (2014)

Protein structure and fold prediction using Tree-Augmented naïve Bayesian classifier
by: Chinnasamy, A., et al.
Published: (2013)

Effect of training datasets on support vector machine prediction of protein-protein interactions
by: Lo, S.L., et al.
Published: (2014)

PaDEL-descriptor: An open source software to calculate molecular descriptors and fingerprints
by: Yap, C.W.
Published: (2014)

Protein function prediction via protein-protein interaction - a Support Vector Machine approach
by: LO SIAW LING
Published: (2010)

Enzyme Family Classification by Support Vector Machines
by: Cai, C.Z., et al.
Published: (2014)

Effect of training datasets on support vector machine prediction of protein-protein interactions
by: LO, Siaw Ling, et al.
Published: (2005)

Prediction of estrogen receptor agonists and characterization of associated molecular descriptors by statistical learning methods
by: Li, H., et al.
Published: (2014)

A numerical design of interactors for general descriptor systems
by: Chu, D., et al.
Published: (2014)

Homology-free prediction of functional class of proteins and peptides by support vector machines
by: Zhu, F., et al.
Published: (2014)

Efficacy of different protein descriptors in predicting protein functional families
by: Ong, S.A.K., et al.
Published: (2014)

Necessary and sufficient conditions for the output feedback regularization of descriptor systems
by: Chu, D.L., et al.
Published: (2014)

Modeling Caco-2 permeability of drugs using immobilized artificial membrane chromatography and physicochemical descriptors
by: Chan, E.C.Y., et al.
Published: (2014)

Detection of outlier residues for improving interface prediction in protein heterocomplexes
by: Chen, P., et al.
Published: (2013)

The extended J-spectral factorization for descriptor systems
by: Chu, D., et al.
Published: (2014)

Emotion Recognition via Facial Expression: Utilization of Numerous Feature Descriptors in Different Machine Learning Algorithms
by: Kwong, John Chris T, et al.
Published: (2019)

Improving Descriptors for 3D Shape Matching
by: ZHANG ZHIYUAN
Published: (2015)

A comprehensive comparative study on term weighting schemes for text categorization with support vector machines
by: Lan, M., et al.
Published: (2013)

Functional annotation of ORFs in viral genomes from primary sequence by support vector machine approach
by: Liang, L., et al.
Published: (2014)

Algebraic characterizations for positive realness of descriptor systems
by: Chu, D., et al.
Published: (2014)

BIOINFORMATICS TOOL AND MODEL DEVELOPMENT FOR STUDYING BIOLOGICAL NETWORKS AND PROTEIN-PROTEIN INTERACTIONS
by: ZHANG PENG
Published: (2017)

Stability and stabilization of a class of fuzzy time-delay descriptor systems
by: Lin, C., et al.
Published: (2014)

Computation for EEG Brain Activity Identification
by: ZHENG HUI
Published: (2010)

Investigation into the use of support vector machine for -omics applications
by: GUO YANGFAN
Published: (2012)

Inclusion principle for descriptor systems
by: Chu, D., et al.
Published: (2014)

Disturbance decoupling for descriptor systems by measurement feedback
by: Chu, D., et al.
Published: (2014)

Analysis on robust stability for interval descriptor systems
by: Lin, C., et al.
Published: (2014)

Time series forecasting using wavelet and support vector machine
by: FONG KENG MUN
Published: (2010)

Robust normalization and stabilization of uncertain descriptor systems with norm-bounded perturbations
by: Lin, C., et al.
Published: (2014)

A matrix pencil approach to the row by row decoupling problem for descriptor systems
by: Chu, D., et al.
Published: (2014)

Protein function classification via support vector machine approach
by: Cai, C.Z., et al.
Published: (2014)

Mangrove detection from high resolution optical data
by: Christophe, E., et al.
Published: (2014)

Automatic EEG artifact removal: A weighted support vector machine approach with error correction
by: Shao, S.-Y., et al.
Published: (2011)

Prediction of factor Xa inhibitors by machine learning methods
by: Lin, H.H., et al.
Published: (2014)

A subspace identification algorithm for descriptor systems
by: Moonen, M., et al.
Published: (2014)

Area-time efficient streaming architecture for FAST and BRIEF detector
by: Lam, Siew-Kei, et al.
Published: (2020)

Feature selection and classification via a GA-SVM hybrid
by: Teoh, E.-J., et al.
Published: (2014)

Parallel sequential minimal optimization for the training of support vector machines
by: Cao, L.J., et al.
Published: (2014)