An enhanced feature selection and cancer classiﬁcation for microarray data using relaxed Lasso and support vector machine

QR Code

An enhanced feature selection and cancer classiﬁcation for microarray data using relaxed Lasso and support vector machine

Cancer is still the main cause of mortality for both men and women all around the world. In fact, about one in six deaths in the world is due to cancer, making it the most common cause of death globally. Lung and breast cancers had the highest mortality rates in men and women, respectively. Early de...

Full description

Bibliographic Details
Main Authors:	Aina Umairah, Mazlan, Noor Azida, Sahabudin, Muhammad Akmal, Remli, Nor Syahidatul Nadiah, Ismail, Adenuga, Kayode I.
Format:	Book Chapter
Language:	English English
Published:	Elsevier Science Ltd. 2021
Subjects:	QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/42557/ http://umpir.ump.edu.my/id/eprint/42557/1/An%20enhanced%20feature%20selection%20and%20cancer%20classification%20for%20microarray.pdf http://umpir.ump.edu.my/id/eprint/42557/2/An%20enhanced%20feature%20selection%20and%20cancer%20classification%20for%20microarray%20data%20using%20relaxed%20Lasso%20and%20support%20vector%20machine_ABS.pdf

Similar Items

Parameter estimation in computational systems biology models: a comparative study of initialization methods in global optimization
by: Muhammad Akmal, Remli, et al.
Published: (2022)

A predictive analytics framework using grey-lasso model for hospital readmission / Nor Hamizah Miswan
by: Nor Hamizah , Miswan
Published: (2022)

A review of knowledge graph embedding methods of TransE, TransH and TransR for missing links
by: Salwana, Mohamad, et al.
Published: (2023)

Detection of colon cancer based on microarray dataset using machine learning as a feature selection and classification techniques
by: A. S. M, Shafi, et al.
Published: (2020)

Associative classification framework for cancer microarray data
by: Fang, Ong Huey, et al.
Published: (2017)

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

UMP mosque rental inventory management system
by: Aina Umairah, Mazlan
Published: (2018)

The importance of data classification using machine learning methods in microarray data
by: Jaber, Aws Naser, et al.
Published: (2021)

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

Constraint relaxation to reduce brittleness of distributed agent protocols
by: Hassan, M.F., et al.
Published: (2004)

Constraint Relaxation Approach for Over-Constrained Agent Interaction
by: Hassan, M.F., et al.
Published: (2008)

Coordinated Constraint Relaxation Using a Distributed Agent Protocol
by: Hassan, M.F.
Published: (2007)

Pathway-based analysis with support vector machine (SVM-LASSO) for gene selection and classification
by: Nurul Athirah, Nasrudin, et al.
Published: (2017)

Behavioral Tracking in E-Learning by Using Learning Styles Approach
by: Amira Fatiha, Baharudin, et al.
Published: (2017)

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

Evaluating the effect of students' behavioural intention to use social media for collaborative learning
by: Nur Shamsiah, Abdul Rahman, et al.
Published: (2024)

Conceptualizing a Model for Adoption of Online Social Networks as a Learning Tool
by: Mufadhal, Mokhtar Esmail, et al.
Published: (2018)

A two-stage method for identifying a smaller subset of genes in microarray data
by: Mohamad, Mohd. Saberi, et al.
Published: (2008)

Comparison of Recursive Feature Elimination and Boruta as Feature Selection in Greenhouse Gas Emission Data Classification
by: Riko, Febrian, et al.
Published: (2024)

A survey on potential reactive fault tolerance approach for distributed systems in big data
by: Noraziah, Ahmad, et al.
Published: (2023)

Dynamics of nonlinear operator generated by lebesgue quadratic stochastic operator with exponential measure
by: Nur Zatul Akmar, Hamzah, et al.
Published: (2022)

Bayesian random forests for high-dimensional classification and regression with complete and incomplete microarray data
by: Oyebayo, Olaniran Ridwan
Published: (2018)

Texture classification using wavelet transform and support vector machines
by: Yeo, Alvin Zong Yun
Published: (2011)

Students' continuance of using e-learning system: A review of conceptual frameworks
by: Nur Shamsiah, Abdul Rahman, et al.
Published: (2020)

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

Modified word representation vector based scalar weight for contextual text classification
by: Abbas Saliimi, Lokman
Published: (2024)

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

The acceptance of online social networks as a technology-based education tools among higher institutes students: A structural equation modeling approach
by: Al-Sharafi, Mohammed A., et al.
Published: (2019)

Feature selection method based on sparse representation classification for face recognition
by: Boon, Yinn Xi *, et al.
Published: (2014)

ABC: android botnet classification using feature selection and classification algorithms
by: Abdullah, Zubaile, et al.
Published: (2017)

Selecting a smaller subset of informative genes from microarray data via a three-stage method
by: Mohamad, Mohd. Saberi, et al.
Published: (2008)

Development of Skin Care Routine Support System
by: Noorhuzaimi, Mohd Noor, et al.
Published: (2018)

EEG-based emotion recognition while listening to Quran recitation compared with relaxing music using Valence-arousal model
by: Al-Galal, Sabaa Ahmed Yahya, et al.
Published: (2016)

Pathway-based analysis with Support Vector Machine (SVM-LASSO) for gene selection and classification
by: Nasrudin, Nurul Athirah, et al.
Published: (2017)

A transform-based feature extraction approach for motor imagery tasks classification
by: Baali, Hamza, et al.
Published: (2015)

The Arens algebras of vector-valued functions
by: Ganiev, Inomjon, et al.
Published: (2013)

Knowledge of the utilization of telegram for learning among primary students in Kuantan
by: Saadiah Awang, Salim, et al.
Published: (2023)

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

Comparative investigation of bagging enhanced machine learning for early detection of HCV infections using class imbalance technique with feature selection
by: Tusher, Ekramul Haque, et al.
Published: (2025)

Feature extraction and classification stage on facial expression : A review
by: Shidiq, Muchamad Bachram, et al.
Published: (2022)