Effective gene selection techniques for classification of gene expression data
Recent introduction of microarray technology allows researchers to monitor thousands of gene expression levels in a microarray experiment. Classification of tissue samples into tumor or normal is one of the applications of microarray technology. When classifying tissue samples, gene selection plays...
| Main Author: | Yeo, Lee Chin |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2005
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/4222/ http://eprints.utm.my/4222/1/YeoLeeChinMFSKSM2005.pdf |
Similar Items
Selecting informative genes from leukemia gene expression data using a hybrid approach for cancer classification
by: Mohamad, Mohd. Saberi, et al.
Published: (2007)
by: Mohamad, Mohd. Saberi, et al.
Published: (2007)
Gene Selection For Cancer Classification Based On Xgboost Classifier
by: Teo, Voon Chuan
Published: (2022)
by: Teo, Voon Chuan
Published: (2022)
A Study On Gene Selection And Classification Algorithms For Classification Of Microarray Gene Expression Data
by: Yeo, Lee Chin, et al.
Published: (2005)
by: Yeo, Lee Chin, et al.
Published: (2005)
An Enhanced Topologically Significant Directed Random Walk in Cancer Classification using Gene Expression Datasets
by: Choon, Sen Seah, et al.
Published: (2017)
by: Choon, Sen Seah, et al.
Published: (2017)
Data mining in electronic commerce using classification technique / Lim Lee Chin
by: Lim , Lee Chin
Published: (2003)
by: Lim , Lee Chin
Published: (2003)
Gene subset selection for lung cancer classification using a multi-objective strategy
by: Mohamad, Mohd. Saberi, et al.
Published: (2008)
by: Mohamad, Mohd. Saberi, et al.
Published: (2008)
An improved parallelized mRMR for gene subset selection in cancer classification
by: Kusairi, R.M., et al.
Published: (2017)
by: Kusairi, R.M., et al.
Published: (2017)
An effective pre-processing phase for gene expression classification
by: Choon, Sen Seah, et al.
Published: (2018)
by: Choon, Sen Seah, et al.
Published: (2018)
A new binary particle swarm optimizer to select a smaller subset of genes for leukaemia cancer classification
by: Mohamad, Mohd. Saberi, et al.
Published: (2008)
by: Mohamad, Mohd. Saberi, et al.
Published: (2008)
Effects of architecture on imputation of gene expression using deep neural networks
by: Lai, Wing Khang
Published: (2018)
by: Lai, Wing Khang
Published: (2018)
A model for gene selection and classification of gene expression data
by: Mohamad, Mohd Saberi, et al.
Published: (2007)
by: Mohamad, Mohd Saberi, et al.
Published: (2007)
Representing system by gene encoding
by: Bani Hashim, Ahmad Yusairi
Published: (2011)
by: Bani Hashim, Ahmad Yusairi
Published: (2011)
Towards evaluation of inferred gene network
by: Zainudin, S., et al.
Published: (2007)
by: Zainudin, S., et al.
Published: (2007)
Towards gene network estimation with structure learning
by: Zainudin, Suhaila, et al.
Published: (2006)
by: Zainudin, Suhaila, et al.
Published: (2006)
Gene prediction system
by: S.R.M., Shukri, et al.
Published: (2008)
by: S.R.M., Shukri, et al.
Published: (2008)
ABC: android botnet classification using feature selection and classification algorithms
by: Abdullah, Zubaile, et al.
Published: (2017)
by: Abdullah, Zubaile, et al.
Published: (2017)
A survey and analysis of feature selection techniques in machine learning for IoT device classification within smart buildings
by: Waseem, Quadri, et al.
Published: (2025)
by: Waseem, Quadri, et al.
Published: (2025)
Arithmetic expressions and data types in C++
by: Shah, Asadullah, et al.
Published: (2011)
by: Shah, Asadullah, et al.
Published: (2011)
A Novel Optimized Approach for Gene Identification in DNA Sequences
by: Ahmad, Muneer, et al.
Published: (2011)
by: Ahmad, Muneer, et al.
Published: (2011)
Genetic algorithms for gene ontology - based protein sequence annotation
by: Othman, Muhamad Razib
Published: (2007)
by: Othman, Muhamad Razib
Published: (2007)
Energy Efficient Technique for Cluster Head Selection and Data gathering in Wireless Sensor Network
by: Asfandyar, khan, et al.
Published: (2008)
by: Asfandyar, khan, et al.
Published: (2008)
A review on recent progress in machine learning and deep learning methods for cancer classification on gene expression data
by: Mazlan, A. U., et al.
Published: (2021)
by: Mazlan, A. U., et al.
Published: (2021)
Biological-based semi-supervised clustering algorithm to improve gene function prediction
by: Kasim, Shahreen, et al.
Published: (2011)
by: Kasim, Shahreen, et al.
Published: (2011)
Classification with degree of importance of attributes for stock market data mining
by: Khokhar, Rashid Hafeez, et al.
Published: (2004)
by: Khokhar, Rashid Hafeez, et al.
Published: (2004)
Enhancing Classification Algorithms with Metaheuristic Technique
by: Cokro, Nurwinto, et al.
Published: (2024)
by: Cokro, Nurwinto, et al.
Published: (2024)
Developing an emergent theoretical framework for artificial pseudo-gene communication pathway in DNA computing
by: Shamsudin, Ahmad Faizul, et al.
Published: (2012)
by: Shamsudin, Ahmad Faizul, et al.
Published: (2012)
Incorporating semantic similarity measure in genetic algorithm: an approach for searching the gene ontology terms
by: M. Othman, Razib, et al.
Published: (2007)
by: M. Othman, Razib, et al.
Published: (2007)
Feature Selection and Radial Basis Function Network for Parkinson Disease Classification
by: Ibrahim, Ashraf Osman, et al.
Published: (2017)
by: Ibrahim, Ashraf Osman, et al.
Published: (2017)
An interpretable fuzzy-ensemble method for classification and data analysis / Adel Lahsasna
by: Adel, Lahsasna
Published: (2016)
by: Adel, Lahsasna
Published: (2016)
A comparative study on gene selection methods for tissues classification on large scale gene expression data
by: Ahmad, Farzana Kabir
Published: (2016)
by: Ahmad, Farzana Kabir
Published: (2016)
Digital watermarking and data hiding techniques
by: Zeki. Khedher, Akram M., et al.
Published: (2006)
by: Zeki. Khedher, Akram M., et al.
Published: (2006)
Comparison of Recursive Feature Elimination and Boruta as Feature Selection in Greenhouse Gas Emission Data Classification
by: Riko, Febrian, et al.
Published: (2024)
by: Riko, Febrian, et al.
Published: (2024)
Data mining techniques for effective detection of distributed denial-of-service attacks
by: Lee, Yuen Hui
Published: (2024)
by: Lee, Yuen Hui
Published: (2024)
A Review of Cancer Classification Software for Gene Expression Data
by: Tan, Ching Siang, et al.
Published: (2015)
by: Tan, Ching Siang, et al.
Published: (2015)
Diagnosing the viability of functional analysis of a gene sequence process in multiple-recursive bioinformatics experimentalwork situations
by: Ibrahim, Roliana
Published: (2008)
by: Ibrahim, Roliana
Published: (2008)
Utilizing shared interacting domain patterns and gene ontology information to improve protein–protein interaction prediction
by: Roslan, Rosfuzah, et al.
Published: (2010)
by: Roslan, Rosfuzah, et al.
Published: (2010)
Manufacturing Test Data Analysis-On Comparing Different Classification Algorithms
by: Lee, Jia Keat, et al.
Published: (2007)
by: Lee, Jia Keat, et al.
Published: (2007)
Feature Selection using Binary Simulated Kalman Filter for Peak Classification of EEG Signals
by: Badaruddin, Muhammad, et al.
Published: (2018)
by: Badaruddin, Muhammad, et al.
Published: (2018)
Attribute related methods for improvement of ID3 Algorithm in classification of data: A review
by: Nur Farahaina, Idris, et al.
Published: (2020)
by: Nur Farahaina, Idris, et al.
Published: (2020)
Land use/land cover classification and change analysis by multitemporal remote sensing data
by: Nor Ashifah, Hamzah
Published: (2015)
by: Nor Ashifah, Hamzah
Published: (2015)
Similar Items
-
Selecting informative genes from leukemia gene expression data using a hybrid approach for cancer classification
by: Mohamad, Mohd. Saberi, et al.
Published: (2007) -
Gene Selection For Cancer Classification Based On Xgboost Classifier
by: Teo, Voon Chuan
Published: (2022) -
A Study On Gene Selection And Classification Algorithms For Classification Of Microarray Gene Expression Data
by: Yeo, Lee Chin, et al.
Published: (2005) -
An Enhanced Topologically Significant Directed Random Walk in Cancer Classification using Gene Expression Datasets
by: Choon, Sen Seah, et al.
Published: (2017) -
Data mining in electronic commerce using classification technique / Lim Lee Chin
by: Lim , Lee Chin
Published: (2003)