One-class support vector machines for protein-protein interactions prediction

QR Code

One-class support vector machines for protein-protein interactions prediction

Predicting protein-protein interactions represent a key step in understanding proteins functions. This is due to the fact that proteins usually work in context of other proteins and rarely function alone. Machine learning techniques have been applied to predict protein-protein interactions. However,...

Full description

Bibliographic Details
Main Authors:	Alashwal, H., Deris, Safaai, Othman, M. R.
Format:	Article
Language:	English
Published:	World Academy of Science, Engineering and Technology 2006
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://eprints.utm.my/8405/ http://eprints.utm.my/8405/1/8405.pdf

Similar Items

Predicting protein-protein interactions as a one-class classification problem
by: Alashwal, Hany, et al.
Published: (2006)

Comparison of domain and hydrophobicity features for the prediction of protein-protein interactions using support vector machines
by: Alashwal, Hany, et al.
Published: (2007)

Support vector machines for predicting protein-protein interactions using domains and hydrophobicity features
by: Alashwal, Hany Taher Ahmed, et al.
Published: (2006)

Predicting proteins interactions from protein sequence features using support vector machines
by: Alashwal, Hany Taher Ahmed, et al.
Published: (2017)

The development of machine learning based software for predicting protein-protein interactions and protein function from protein primary structure
by: Othman, Muhamad Razib, et al.
Published: (2007)

One-Class Classifier to Predict Protein-Protein Interactions based on Hydrophobibity Properties
by: Alashwal, Hany Taher Ahmed, et al.
Published: (2006)

UTMGO : a tool for searching a group of semantically related gene ontology terms and application to annotation of anonymous protein sequence
by: Deris, Safaai, et al.
Published: (2006)

Utilizing shared interacting domain patterns and gene ontology information to improve protein–protein interaction prediction
by: Roslan, Rosfuzah, et al.
Published: (2010)

Protein secondary structure prediction from amino acid sequence using artificial intelligence technique
by: Deris, Safaai, et al.
Published: (2005)

Predicting uniaxial compressive strength using Support Vector Machine algorithm
by: Zakaria, Hafedz, et al.
Published: (2019)

Rice Predictive Analysis Mechanism Utilizing Grey Wolf Optimizer-Least Squares Support Vector Machines
by: Zuriani, Mustaffa, et al.
Published: (2015)

Email categorization using support vector machine
by: Mohd. Daud, Mariah
Published: (2004)

Online handwriting recognition using support vector machine
by: Ahmad, Abdul Rahim, et al.
Published: (2004)

An Improved Ant Colony Optimization Algorithm for Clustering Proteins in Protein Interaction Network
by: Jamaludin, Sallim, et al.
Published: (2009)

Stock market predicton using support vector machines
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)

Fingertip detection using histogram of gradients and support vector machine
by: Sophian, Ali, et al.
Published: (2017)

Protein structure prediction using robust principal component analysis and support vector machine
by: Zakaria, Nur Aini, et al.
Published: (2020)

A Modified Vector Space Model For Protein Retrieval.
by: Abual-Rub, Mohammed Said, et al.
Published: (2007)

A comparison of quadratic programming solvers in support vector machines training
by: Zaki, N. M., et al.
Published: (2003)

Predictive Modeling for Student Performance Data Using Decision Tree and Support Vector Machine
by: Maryam Khanian, Najafabdi, et al.
Published: (2019)

Waste classification using support vector machine with SIFT-PCA feature extraction
by: Puspaningrum, Adita Putri, et al.
Published: (2020)

A Hybrid ACO-Graph Entropy for Functional Modules Detection From Protein-Protein Interaction Network
by: Jamaludin, Sallim, et al.
Published: (2018)

Finding kernel function for stock market prediction with support vector regression
by: Chai, Chon Lung
Published: (2006)

Arabic language script and encoding identification with support vector machines and rough set theory
by: Mohamed Sidya, Mohamed Ould
Published: (2007)

Utilizing Support Vector Machines to Recognize Pattern Numbers on Sheet C1 Ballots
by: Agustian, David, et al.
Published: (2022)

Vector class
by: Shah, Asadullah, et al.
Published: (2011)

Heuristic-Based Ant Colony Optimization Algorithm For Protein Functional Module Detection In Protein Interaction Network
by: Sallim, Jamaludin
Published: (2017)

Heuristic-Based Ant Colony Optimization Algorithm For Protein Functional Module Detection In Protein Interaction Network
by: SALLIM, JAMALUDIN
Published: (2017)

Non-fiducial based ECG biometric authentication using one-class support vector machine
by: Hejazi, Maryamsadat, et al.
Published: (2017)

Biological-based semi-supervised clustering algorithm to improve gene function prediction
by: Kasim, Shahreen, et al.
Published: (2011)

Covid-19 confirmed cases prediction in china based on barnacles mating optimizer-least squares support vector machines
by: Zuriani, Mustaffa, et al.
Published: (2021)

Support Vector Machines (SVM)-based biometric watermarking for offline handwritten signature
by: Cheng-Yaw, Low, et al.
Published: (2008)

Hybrid least squares support vector machines for short term predictive analysis
by: Zuriani, Mustaffa, et al.
Published: (2017)

Optimization of protein-protein docking for predicting Fc-protein interactions
by: Agostino, Mark, et al.
Published: (2016)

Hybridization Of Optimized Support Vector Machine And Artificial Neural Network For The Diabetic Retinopathy Classification Problem
by: Kader, Nur Izzati Ab
Published: (2019)

Web-based support system for flood response operation in Malaysia
by: Katuk, Norliza, et al.
Published: (2009)

Improved hybrid teaching learning based optimization-jaya and support vector machine for intrusion detection systems
by: Mohammad Khamees Khaleel, Alsajri
Published: (2022)

Vader lexicon and support vector machine algorithm to detect customer sentiment orientation
by: Vivine Nurcahyawati, ., et al.
Published: (2023)

Literature Survey Of Protein Secondary Structure Prediction
by: Vel Arjunan, Satya Nanda, et al.
Published: (2001)

Enhanced Honey Bees Colony Algorithms For Protein Tertiary Structure Prediction
by: Bahamish, Hesham Awadh Abdallah
Published: (2011)