Identifying cancer gene subtypes from gene expression by co-clustering algorithm and support vector machine

Identifying cancer gene subtypes from gene expression by co-clustering algorithm and support vector machine

Cancer subtype information is significant to understand tumour heterogeneity. Present methods to find cancer subtypes have focused on utilizing traditional clustering algorithms such as hierarchical clustering. Since most of these methods depend on high dimensional data, the drawback is to divide th...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Machap, Logenthiran
التنسيق:	أطروحة
اللغة:	English
منشور في:	2021
الموضوعات:	QA75 Electronic computers Computer science
الوصول للمادة أونلاين:	http://eprints.utm.my/id/eprint/96282/1/LogenthiranMachapPSC2021.pdf.pdf
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

A hybrid genetic algorithm and support vector machine classifier for feature selection and classification of gene expression
بواسطة: Tan Ah Chik @ Mohamad, Mohd. Saberi
منشور في: (2005)

Grey relational analysis feature selection for cancer classification using support vector machine
بواسطة: Sy. Ahmad Ubaidillah, Sharifah Hafizah
منشور في: (2014)

Email categorization using support vector machine
بواسطة: Mohd. Daud, Mariah
منشور في: (2004)

Gene selection and classification in autism gene expression data
بواسطة: Al-Jaf, Shilan Sameen Hameed
منشور في: (2017)

Identification of skin disease using Gray Level Co-occurrence Matrix and Support Vector Machine / Muhammad Amsyar Omar
بواسطة: Omar, Muhammad Amsyar
منشور في: (2022)

Effective gene selection techniques for classification of gene expression data
بواسطة: Yeo, Lee Chin
منشور في: (2005)

Mammogram breast cancer classification using Support Vector Machines (SVM) / Nur Syafiqah Sahrudin
بواسطة: Sahrudin, Nur Syafiqah
منشور في: (2020)

Image retrieval based on user feedback with support vector machine
بواسطة: Voon, Buang Hong
منشور في: (2016)

Clustering analysis for gene expression data /
بواسطة: Zhu, Song
منشور في: (2001)

Molecular database similarity searching using support vector machines (SVM)
بواسطة: Mohammadi, Narges
منشور في: (2009)

Identification of pathway and gene markers using enhanced directed random walk for multiclass cancer expression data
بواسطة: Nies, Hui Wen
منشور في: (2020)

Enhanced artificial bee colony-least squares support vector machines algorithm for time series prediction
بواسطة: Zuriani, Mustaffa
منشور في: (2014)

Automatic And Person-Independent Detection Of 3d Facial Expressions Using Enhanced Support Vector Machine With Probability Estimation
بواسطة: Abdullah, Amal Abdulaziz
منشور في: (2014)

Automatic And Person-Independent Detection Of 3d Facial Expressions Using Enhanced Support Vector Machine With Probability Estimation
بواسطة: Abdullah, Amal Abdulaziz
منشور في: (2014)

Anomaly behavior detection using flexible packet filtering and support vector machine algorithms
بواسطة: Abdul Wahid, Mohammed N.
منشور في: (2016)

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

Improved funnel-gsea using adaptive elastic-net penalization method to identify significant gene sets
بواسطة: Mohd. Hasri, Nurul Nadzirah
منشور في: (2021)

EEG-based emotion classification using wavelet based features and support vector machine classifier
بواسطة: M. Razali, Normasliza
منشور في: (2015)

Sequence comparison latent semantic analysis and support vector machine to detect remote protein homology
بواسطة: Ismail, Surayati
منشور في: (2010)

New hyper-heuristic algorithm for gene fragment assembly
بواسطة: Malik, Murniyanti
منشور في: (2017)

Applications of hidden markov model and support vector machine for state estimation /
بواسطة: Aziz, Md. Fayeem
منشور في: (2014)

A support vector machine based approach for improving accuracy and performance of test oracles /
بواسطة: Mohamed, Muhammad Elrashid Yousif
منشور في: (2017)

Gene network inference using biological homogeneity index based-clustering and constraint-based searching
بواسطة: Zainudin, Suhaila
منشور في: (2010)

Integrative approach of meta-analysis and machine learning in gene expression analysis of cervical cancer /
بواسطة: Tan, Mei Sze
منشور في: (2019)

Genetic algorithms for gene ontology - based protein sequence annotation
بواسطة: Othman, Muhamad Razib
منشور في: (2007)

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

Improved scheme of e-mail spam classification using meta-heuristics feature selection and support vector machine
بواسطة: Elssied Hamed, Nadir Omer Fadl
منشور في: (2015)

Enzyme sub-functional class prediction using multibiological knowledge feature respresentation and twin support vector machine
بواسطة: Guramad Singh, Sharon Kaur
منشور في: (2013)

Detection-criterion independent proof for digital watermark detection : a support vector machine approach
بواسطة: Then,, Patrick Hang Hui
منشور في: (2007)

Comparative revision of artificial intelligent methods for discovering gene expression / Mohd Dzulkarnain Zainal Ahbiddin
بواسطة: Zainal Ahbiddin, Mohd Dzulkarnain
منشور في: (2006)

A hybrid of support vector machines and smoothly clipped absolute deviation for identification of significant genes and biological pathways
بواسطة: Misman, Muhammad Faiz
منشور في: (2012)

Fuzzy c-means clustering by incorporating biological knowledge and multi-stage filtering to improve gene function prediction
بواسطة: Kasim, Shahreen
منشور في: (2011)

An improved biclustering algorithm with overlapping control for identification of informative genes and pathways
بواسطة: Mohammad Kusairi, Rohani
منشور في: (2021)

Identification of informative subpathways and genes using improved differential expression analysis for pathways method
بواسطة: Nasarudin, Nurul Athirah
منشور في: (2020)

Traffic-signage detection and recognition on K-means clustering and Support Vector Machine classification
بواسطة: Quek, Kelvin Wei Luo
منشور في: (2014)

Electroencephalogram stress level classification using k-means clustering and support vector machine
بواسطة: Tee, Yi Wen
منشور في: (2021)

Cross-site detection system using Support Vector Machine / Ahmad A’limmuddin Bahrim
بواسطة: Bahrim, Ahmad A’limmuddin
منشور في: (2023)

Enhancements of kernel learning algorithms for clustering
بواسطة: Awan, Abdul Majid
منشور في: (2007)

An efficient robust hyperheuristic clustering algorithm
بواسطة: Bonab, Mohammad Babrdel
منشور في: (2016)

Classification of Fake Profiles Features in Facebook using K-Nearest Neighbour (KNN), Neural Network (NN) and Support Vector Machine (SVM)
بواسطة: Ahmad Nasir, Ahmad Nazren Hakimi
منشور في: (2021)

Services hosted by the Perpustakaan Sultan Abdul Samad, Universiti Putra Malaysia with Cooperation MySyL Group