表紙画像

Identifying metabolic pathway within microarray gene expression data using combination of probabilistic models

Extracting metabolic pathway that dictates a specific biological response is currently one of the important disciplines in metabolic system biology research. Previous methods have successfully identified those pathways but without concerning the genetic effect and relationship of the genes, the unde...

保存先:

書誌詳細
主要な著者:	Mohamed Salleh, Abdul Hakim, Mohammad, Mohd. Saberi
フォーマット:	Book Section
出版事項:	Springer-Verlag. 2012
主題:	Q Science (General)
オンライン･アクセス:	http://eprints.utm.my/id/eprint/35807/ http://dx.doi.org/10.1007/978-3-642-32826-8_6
タグ:	タグ追加タグなし, このレコードへの初めてのタグを付けませんか!

類似資料

Metabolic pathway extraction using combined probabilistic models
著者:: Mohamed Salleh, Abdul Hakim, 等
出版事項: (2012)

Missing-values imputation algorithms for microarray gene expression data
著者:: Moorthy, Kohbalan, 等
出版事項: (2019)

Microarray data analysis to identify differentially expressed genes and biological pathways associated with Tualang Honey supplementation in NASH animal model
著者:: Alias, Mohd Afzal, 等
出版事項: (2021)

Microarray data analysis to identify differentially expressed genes and biological pathways associated with Tualang Honey supplementation in NASH animal model
著者:: Alias, Mohd Afzal, 等
出版事項: (2021)

A two-stage method for identifying a smaller subset of genes in microarray data
著者:: Mohamad, Mohd. Saberi, 等
出版事項: (2008)

Random forest for gene selection and microarray data classification
著者:: Moorthy, Kohbalan, 等
出版事項: (2012)

Random forest for gene selection and microarray data classification
著者:: Moorthy, Kohbalan, 等
出版事項: (2011)

Cancer recognition from DNA microarray gene expression data using averaged one-dependence estimators
著者:: Shoon , Lei Win, 等
出版事項: (2014)

A Study On Gene Selection And Classification Algorithms For Classification Of Microarray Gene Expression Data
著者:: Yeo, Lee Chin, 等
出版事項: (2005)

A pathway-based approach for analyzing microarray data using random forests
著者:: Chin, Hui Shi, 等
出版事項: (2012)

A pathway-based approach for analyzing microarray data using random forests
著者:: Tan Ah Chik @ Mohamad, Mohd. Saberi, 等
出版事項: (2011)

An iterative GASVM-based method: gene selection and classification of microarray data
著者:: Mohamad, Mohd. Saberi, 等
出版事項: (2009)

Using bayesian networks to construct gene regulatory networks from microarray data
著者:: Ai, Kung Tan, 等
出版事項: (2012)

Random forest and gene ontology for functional analysis of microarray data
著者:: Tan Ah Chik @ Mohamad, Mohd. Saberi, 等
出版事項: (2014)

Statistical analysis of human tuberculosis microarray gene expression data in the bioconductor R package
著者:: Shittu, Umar
出版事項: (2015)

Integrative gene selection for classification of microarray data
著者:: Ong, Huey Fang, 等
出版事項: (2011)

Review on pathway topology-based microarray analysis
著者:: Zakaria, Zalmiyah, 等
出版事項: (2018)

Semi-supervised SVM-based feature selection for cancer classification using microarray gene expression data
著者:: Ang, Jun Chin, 等
出版事項: (2015)

Selecting informative genes from microarray data by using hybrid methods for cancer classification
著者:: Mohamad, Mohd Saberi, 等
出版事項: (2009)

Pathway-based microarray analysis for defining statistical significant phenotype-related pathways: a review of common approaches
著者:: Misman, Muhammad Faiz, 等
出版事項: (2009)

Weighted L1-norm logistic regression for gene selection of microarray gene expression classification
著者:: Alharthi, Aiedh Mrisi, 等
出版事項: (2020)

Identification of Differentially Expressed Genes in Human Bladder Cancer using Oligonucleotide Microarray
著者:: Nik Hassan, Nik Norliza
出版事項: (2006)

Robustness evaluations of pathway activity inference methods on gene expression data
著者:: Tay Xin Hui, Tay Xin Hui, 等
出版事項: (2024)

An integrative gene selection with association analysis for microarray data classification
著者:: Ong, Huey Fang, 等
出版事項: (2014)

Differential gene expression in HaCaT skin keratinocyte cells treated with Halal and Non-halal fats and oil: a study using cDNA microarray
著者:: Salleh, Faqihah, 等
出版事項: (2016)

Gene selection and classification of microarray gene expression data based on a new adaptive L1-norm elastic net penalty
著者:: Alharthi, Aiedh Mrisi, 等
出版事項: (2021)

Elucidation of Pigment Biosynthetic Pathways – Towards Integration of Metabolomics, Metabolic Flux Analysis, and Metabolic Engineering
著者:: Kamarudin, Kamarul Rahim, 等
出版事項: (2012)

Manipulating gene expression for the metabolic engineering of plants
著者:: Lessard, Philip A., 等
出版事項: (2002)

DNA microarray gene expression analysis for diagnosis of oral dysplasia and squamous-cell carcinoma
著者:: Zarzar, Mouayad, 等
出版事項: (2015)

Hybrid feature selection of breast cancer gene expression microarray data based on metaheuristic methods: a comprehensive review
著者:: Besar, Rosli, 等
出版事項: (2022)

Identifying significant metabolic pathways using multi-block partial least-squares analysis
著者:: Deng, Lingli, 等
出版事項: (2020)

Comparative study of feature selection method of microarray data for gene classification
著者:: Ghazali, Nurulhuda
出版事項: (2009)

A review of gene selection tools in classifying cancer microarray data
著者:: Shi, T. W., 等
出版事項: (2017)

Integrated framework with association analysis for gene selection in microarray data classification
著者:: Ong, Huey Fang
出版事項: (2011)

Selecting a smaller subset of informative genes from microarray data via a three-stage method
著者:: Mohamad, Mohd. Saberi, 等
出版事項: (2008)

A hybrid of SVM and scad with group-specific tuning parameter for pathway-based microarray analysis
著者:: Misman, Muhammad Faiz, 等
出版事項: (2012)

Microarray-based blood gene expression marker for detection of Azheimer’s disease / Ainon Zahariah Samsudin
著者:: Samsudin, Ainon Zahariah
出版事項: (2018)

Microbial production of food grade pigments – screening and metabolic pathway analysis
著者:: Kamarudin, Kamarul Rahim
出版事項: (2009)

Metabolic pathway modification for production of xylitol from glucose in escherichia coli
著者:: Abdullah, Noradilin, 等
出版事項: (2022)

Metabolic pathway modification for production of xylitol from glucose in Escherichia coli
著者:: Abdullah, Noradilin, 等
出版事項: (2022)