A hybrid genetic algorithm and support vector machine classifier for feature selection and classification of gene expression

A hybrid genetic algorithm and support vector machine classifier for feature selection and classification of gene expression

Advancement in gene expression technology offers the ability to measure the expression levels of thousand of genes in parallel. Gene expression microarray data is expected to significantly aid in the development of efficient cancer diagnosis and classification platforms. Key issues that need to be a...

Saved in:

書目詳細資料
主要作者:	Tan Ah Chik @ Mohamad, Mohd. Saberi
格式:	Thesis
語言:	English
出版:	2005
主題:	Unspecified
在線閱讀:	http://eprints.utm.my/id/eprint/34718/1/MohdSaberiBinTanAhChik%40MohamadMFC2005.pdf
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

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

A new classifier based on combination of genetic programming and support vector machine in solving imbalanced classification problem
由: Mohd Pozi, Muhammad Syafiq
出版: (2016)

Vehicle logo classification using bag of word descriptor and support vector machine classifier
由: Ng, Jia Phui
出版: (2019)

Identifying cancer gene subtypes from gene expression by co-clustering algorithm and support vector machine
由: Machap, Logenthiran
出版: (2021)

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

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

Improved feature extraction and lexicon reduction methods classified by support vector machine for Farsi handwritten word recognition system
由: Akbarpour, Shahin
出版: (2011)

The hybrid feature selection technique using term frequency-inverse document frequency and support vector machine-recursive feature elimination for sentiment classification
由: Nur Syafiqah, Mohd Nafis
出版: (2022)

Weed classification using genetic algorithm optimised classifiers
由: Wong, Wei Kitt
出版: (2016)

An improved algorithm for iris classification by using support vector machine and binary random machine learning
由: Kamarulzalis, Ahmad Haadzal
出版: (2018)

Hybrid Entropy Decomposition And Support Vector Machine Method For Image Classification For Crop Fields
由: Tan, Chue Poh
出版: (2007)

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

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

Enhancement of new smooth support vector machines for classification problems
由: Santi Wulan, Purnami
出版: (2011)

Classification of tropical wood species using support vector machine
由: Zakaria, Noorsalzatul Azura
出版: (2010)

FPGA implementation on MRI brain classification using support vector machine
由: Abdullah, Noramalina
出版: (2009)

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

Classification of electroencephalography signal using statistical features and regression classifier
由: Sabri, Nurbaity
出版: (2014)

Classification of electroencephalography signal using statistical features and regression classifier
由: Sabri, Nurbaity
出版: (2014)

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

Crack Detection Of Eggshell Featuring An Improved Anisotropic Diffusion Filter And Support Vector Machine
由: Abdullah, Mohd Hafidz
出版: (2018)

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

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

Intelligent license plate recognition system based on multi feature extractor and support vector machine
由: Sheikh Abdullah, Siti Norul Huda
出版: (2009)

Hybrid grey relational analysis-support vector machine (GR-SVM) in predicting machining surface roughness
由: Mat Deris, Ashanira
出版: (2013)

Sentiment-based support vector machine optimized by metaheuristic algorithms for cryptocurrency forecasting
由: Nor Azizah binti Hitam

Age classification using Hierarchical Support Vector Machine based on characteristics of upper facial area
由: Dahlan, Hadi Affendy
出版: (2013)

A modified weighted support vector machine (WSVM) to reduce noise data in classification problem
由: Mohd Dzulkifli, Syarizul Amri
出版: (2021)

Mammogram breast cancer classification using Support Vector Machines (SVM) / Nur Syafiqah Sahrudin
由: Sahrudin, Nur Syafiqah
出版: (2020)

Color-based of bird species classification using Support Vector Machine / Nur Amalina Nazery
由: Nazery, Nur Amalina
出版: (2017)

A smart arrhythmia classification system based on wavelet transform and support vector machine techniques
由: Chia, Nyoke Goon
出版: (2017)

A modified weighted support vector machine (WSVM) to reduce noise data in classification problem
由: Mohd Dzulkifli, Syarizul Amri
出版: (2021)

Classification of transient disturbance using Wavelet based support vector machine / Fahteem Hamamy Anuwar
由: Anuwar, Fahteem Hamamy
出版: (2012)

Fish classification using memetic algorithms with back propagation classifier /
由: Alsmadi, Mutasem Khalil Sari
出版: (2011)

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

Detrecting malicious PDF document using support vector machine supervised learning algorithm
由: Dabiranzohouri, Miranda
出版: (2014)

Starfruit classification using support vector method
由: Lim, Wei Ming
出版: (2010)

Email categorization using support vector machine
由: Mohd. Daud, Mariah
出版: (2004)

Support Vector Machine For Forecasting Currency Rates
由: Dovdon, Gankhuyag
出版: (2003)

Support Vector Machine For Forecasting Currency Rates
由: Dovdon, Gankhuyag
出版: (2003)

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