A Feature Subset Selection Technique for High Dimensional Data Using Symmetric Uncertainty

Journals Menu

Follow SCIRP

	+1 323-425-8868
	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Journal of Data Analysis and Information Processing

ISSN Print: 2327-7211
ISSN Online: 2327-7203
www.scirp.org/journal/jdaip
E-mail: jdaip@scirp.org

Google-based Impact Factor: 3.58
Citations

Journals Menu

"A Feature Subset Selection Technique for High Dimensional Data Using Symmetric Uncertainty"
written by Bharat Singh, Nidhi Kushwaha, Om Prakash Vyas,
published by Journal of Data Analysis and Information Processing, Vol.2 No.4, 2014

has been cited by the following article(s):

Google Scholar
CrossRef

[1]	A Self-Attention Deep Neural Network Regressor for real time blood glucose estimation in paediatric population using physiological signals
	… Signal Processing and …, 2024

[2]	A new filter-based gene selection approach in the DNA microarray domain
	Expert Systems with Applications, 2024

[3]	Classification of Human Emotions Based on Electroencephalogram (EEG) Using Two-Layer Gated Recurrent Units (GRUs)
	Human-Machine …, 2024

[4]	FEAST: A communication-efficient federated feature selection framework for relational data
	Proceedings of the ACM on Management …, 2023

[5]	Evolutionary Multitasking Bi-Directional Particle Swarm Optimization for High-Dimensional Feature Selection
	2023 IEEE Congress …, 2023

[6]	Examining the Success of Information Gain, Pearson Correlation, and Symmetric Uncertainty Ranking Methods on 3D Hand Posture Data for Metaverse Systems
	Sakarya University Journal of …, 2023

[7]	OPEN ACCESS EDITED BY
	Women in microbial …, 2023

[8]	Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction
	Neural Computing and …, 2023

[9]	Ravichander Janapati, Srinivas Samala, and Sandip Bhattacharya
	Human-Machine Interface Technology …, 2023

[10]	Feature Selection for Classification of Abnormalities in Medical Images – A Review
	Artificial Intelligence and Communication Technologies, 2023

[11]	COVID‐19 associated oral and oropharyngeal microbiome: Systematic review and meta‐analysis
	Periodontology …, 2023

[12]	A filter feature selection for high-dimensional data
	Journal of Algorithms & …, 2023

[13]	Metagenome-assembled genomes indicate that antimicrobial resistance genes are highly prevalent among urban bacteria and multidrug and glycopeptide …
	Frontiers in …, 2023

[14]	Predicting child occupant crash injury severity in the United Arab Emirates using machine learning models for imbalanced dataset
	IATSS research, 2023

[15]	Feature Selection with Weighted Ensemble Ranking for Improved Classification Performance on the CSE-CIC-IDS2018 Dataset
	Computers, 2023

[16]	Identifying relevant features of CSE-CIC-IDS2018 dataset for the development of an intrusion detection system
	Intelligent Data Analysis, 2023

[17]	Missing data imputation on biomedical data using deeply learned clustering and L2 regularized regression based on symmetric uncertainty
	Artificial Intelligence in Medicine, 2022

[18]	Machine learning-based diagnosis and risk factor analysis of cardiocerebrovascular disease based on KNHANES
	Scientific reports, 2022

[19]	A graph based preordonnances theoretic supervised feature selection in high dimensional data
	Knowledge-Based Systems, 2022

[20]	Ensemble methods for meningitis aetiology diagnosis
	Expert Systems, 2022

[21]	Ranking of CMIP6 based High-resolution Global Climate Models for India using TOPSIS
	ISH Journal of Hydraulic Engineering, 2022

[22]	Ensembling Methods for Selecting a Splitting Attribute in Decision Trees Learning Algorithms
	… of Computers and …, 2022

[23]	Bi-directional feature fixation-based particle swarm optimization for large-scale feature selection
	… Transactions on Big …, 2022

[24]	Classification of Healthcare Data Using T-BMSVM in Big Data
	2022 13th International Conference …, 2022

[25]	Özellik seçme problemlerinde farklı metasezgisel algoritmaların kullanılması
	2021

[26]	LogNADS: Network anomaly detection scheme based on semantic representation
	2021

[27]	A distinguishing profile of chemokines, cytokines and biomarkers in the saliva of children with Sjögren's syndrome.
	Rheumatology …, 2021

[28]	Ensemble-based Feature Selection using Symmetric Uncertainty and SVM classification
	2021 2nd Global …, 2021

[29]	Pearson's Redundancy Multi-Filtering with BAT Algorithm for Selecting High Dimensional Imbalanced Features
	2021

[30]	Application of active learning in DNA microarray data for cancerous gene identification
	Expert Systems with …, 2021

[31]	A New Feature Selection Method Based on Class Association Rule
	2021

[32]	A distinguishing profile of chemokines, cytokines and biomarkers in the saliva of children with Sjögren's syndrome
	2021

[33]	Dataset-chemokines, cytokines, and biomarkers in the saliva of children with Sjögren's syndrome
	2021

[34]	A two-stage hybrid ant colony optimization for high-dimensional feature selection
	2021

[35]	Ensemble based filter feature selection with harmonize particle swarm optimization and support vector machine for optimal cancer classification
	2021

[36]	An N-gram Based Deep Learning Method for Network Traffic Classification
	2021

[37]	Theoretical and empirical analysis of filter ranking methods: Experimental study on benchmark DNA microarray data
	2021

[38]	Evaluation of Clustering Results in the Aspect of Information Theory
	2020

[39]	Extraction with map-reduce framework and correlation-based feature selection in lung cancer towards big data
	2020

[40]	Feature Representation Learning in complex water decision making problems
	2020

[41]	Selection of CMIP5 GCM ensemble for the projection of Spatio-temporal changes in precipitation and temperature over the Niger Delta, Nigeria
	2020

[42]	Multivariate fault detection and diagnosis based on variable grouping
	2020

[43]	Feature Selection: It Importance in Performance Prediction
	2020

[44]	Predicted Climate Change Impact on Groundwater Flow for the Upper Zone of Iraqi Aquifers
	2020

[45]	Inferring Quality of Experience for Adaptive Video Streaming over HTTPS and QUIC
	2020

[46]	Selection of suitable precipitation CMIP-5 sets of GCMs for Iraq using a symmetrical uncertainty filter
	2020

[47]	STUDY ON FEATURE SELECTION AND FEATURE EXTRACTION TECHNIQUES IN DATA MINING
	2020

[48]	Feature-Selection-Based Transfer Learning for Intracortical Brain–Machine Interface Decoding
	2020

[49]	A unique profile of chemokines, cytokines, and biomarkers in the saliva of children with Sjögren syndrome
	2020

[50]	Precipitation projection using a CMIP5 GCM ensemble model: a regional investigation of Syria
	2020

[51]	Feature Selection using Genetic Programming
	2019

[52]	DQPFS: Distributed quadratic programming based feature selection for big data
	2019

[53]	Hybrid Feature Selection Algorithm to Support Health Data Warehousing
	2019

[54]	A Novel LtR and RtL Framework for Subset Feature Selection (Reduction) for Improving the Classification
	2019

[55]	Feature Selection Method Based On Statistics of Compound Words for Arabic Text Classification
	The International Arab Journal of Information Technology, 2019

[56]	A Novel LtR and RtL Framework for Subset Feature Selection (Reduction) for Improving the Classification Accuracy
	2019

[57]	Research on classification method of high-dimensional class-imbalanced datasets based on SVM
	2019

[58]	Symmetrical uncertainty-based feature subset generation and ensemble learning for electricity customer classification
	2019

[59]	Approaches for Semantic Relatedness Computation for Big Data
	2019

[60]	Comparison of four learning-based methods for predicting groundwater redox status
	2019

[61]	Leveraging Socioeconomic Information and Deep Learning for Residential Load Pattern Prediction
	2019

[62]	A machine learning model for predicting ICU readmissions and key risk factors: analysis from a longitudinal health records
	2019

[63]	A Hybrid Scheme for Feature Selection of High Dimensional Educational Data
	2019

[64]	Feature selection method based on statistics of compound words for arabic text classification.
	2019

[65]	Rough Set-Based Feature Subset Selection Technique Using Jaccard's Similarity Index
	Proceedings of International Ethical Hacking Conference 2018, 2019

[66]	PROJECTION AND PREDICTION OF HEAT WAVES FOR AN ARID REGION IN THE CONTEXT OF CLIMATE CHANGE
	2019

[67]	Classifying Combined MicroRNA Data Sets
	2019

[68]	Windows malware detector using convolutional neural network based on visualization images
	2019

[69]	An Unsupervised Approach for Selection of Candidate Feature Set Using Filter Based Techniques.
	2018

[70]	An Unsupervised Approach For Selection of Candidate Feature Set Using Filter Based Techniques
	Gazi University Journal of Science, 2018

[71]	Performance assessment of general circulation model in simulating daily precipitation and temperature using multiple gridded datasets
	2018

[72]	Rough Set Based Feature Subset Selection Technique using Jaccard's Similarity Index
	2018

[73]	A novel synergistic fibroblast optimization based Kalman estimation model for forecasting time-series data
	Evolving Systems, 2018

[74]	An Optimal Multi-Level Backward Feature Subset Selection for Object Recognition
	IETE Journal of Research, 2018

[75]	A Hybrid Efficient Feature Selection Model for High Dimensional Data Set based on KNHNAES (2013~ 2015)
	Journal of Digital Contents Society, 2018

[76]	A Feature Selection Approach for Enhancing the Cardiotocography Classification Performance
	International Journal of Engineering and Techniques, 2018

[77]	Performance Evaluation of Filter-based Feature Selection Techniques in Classifying Portable Executable Files
	Procedia Computer Science, 2018

[78]	EARLY PROGNOSIS OF BREAST CANCER USING IMAGE PROCESSING AND MACHINE LEARNING
	2018

[79]	Software defect prediction using maximal information coefficient and fast correlation-based filter feature selection
	2017

[80]	Feng Si, Baojun Lin and Shancong Zhang
	2017

[81]	Research on classification method of high-dimensional class-imbalanced data sets based on SVM
	2017

[82]	Overview of feature subset selection algorithm for high dimensional data
	2017

[83]	Hybridized Combinational Feature Selection Framework for Network Intrusion Detection System (HCFSF)
	Indian Journal of Computer Science and Engineering, 2017

[84]	A proposed framework on hybrid feature selection techniques for handling high dimensional educational data
	AIP Conference Proceedings, 2017

[85]	'Big data analytics' for construction firms insolvency prediction models
	2017

[86]	Intelligent Systems Approach for Classification and Management of Patients with Headache
	2017

[87]	Handling High Dimensional Educational Data using Feature Selection Techniques
	2017

[88]	Applying improved svm classifier for leukemia cancer classification using FCBF
	2017

[89]	ОПТИМАЛЬНАЯ ЭНТРОПИЙНАЯ КЛАСТЕРИЗАЦИЯ В ИНФОРМАЦИОННЫХ СИСТЕМАХ
	2017

[90]	From Image to Information: Image Processing in Dermatology and Cutaneous Biology
	Imaging in Dermatology, 2016

[91]	Feature selection in clinical data processing for classification
	2016

[92]	STUDY AND DEVELOPMENT OF NOVEL FEATURE SELECTION FRAMEWORK FOR EFFECTIVE DATA CLASSIFICATION
	2015

[93]	Data-Driven EmpiricalAnalysis of Correlation-Based Feature Selection Techniques

[1]	Metagenome-assembled genomes indicate that antimicrobial resistance genes are highly prevalent among urban bacteria and multidrug and glycopeptide resistances are ubiquitous in most taxa Frontiers in Microbiology, 2023 DOI:10.3389/fmicb.2023.1037845

[2]	Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction Neural Computing and Applications, 2023 DOI:10.1007/s00521-023-08244-2

[3]	Examining the Success of Information Gain, Pearson Correlation, and Symmetric Uncertainty Ranking Methods on 3D Hand Posture Data for Metaverse Systems Sakarya University Journal of Science, 2023 DOI:10.16984/saufenbilder.1206968

[4]	Ranking of CMIP6 based High-resolution Global Climate Models for India using TOPSIS ISH Journal of Hydraulic Engineering, 2023 DOI:10.1080/09715010.2021.2015462

[5]	Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction Neural Computing and Applications, 2023 DOI:10.1007/s00521-023-08244-2

[6]	Bi-Directional Feature Fixation-Based Particle Swarm Optimization for Large-Scale Feature Selection IEEE Transactions on Big Data, 2023 DOI:10.1109/TBDATA.2022.3232761

[7]	FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data Proceedings of the ACM on Management of Data, 2023 DOI:10.1145/3588961

[8]	Examining the Success of Information Gain, Pearson Correlation, and Symmetric Uncertainty Ranking Methods on 3D Hand Posture Data for Metaverse Systems Sakarya University Journal of Science, 2023 DOI:10.16984/saufenbilder.1206968

[9]	FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data Proceedings of the ACM on Management of Data, 2023 DOI:10.1145/3588961

[10]	Evolutionary Multitasking Bi-Directional Particle Swarm Optimization for High-Dimensional Feature Selection 2023 IEEE Congress on Evolutionary Computation (CEC), 2023 DOI:10.1109/CEC53210.2023.10254091

[11]	Classification of Healthcare Data Using T-BMSVM in Big Data 2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2022 DOI:10.1109/ICCCNT54827.2022.9984486

[12]	Missing data imputation on biomedical data using deeply learned clustering and L2 regularized regression based on symmetric uncertainty Artificial Intelligence in Medicine, 2022 DOI:10.1016/j.artmed.2021.102214

[13]	A graph based preordonnances theoretic supervised feature selection in high dimensional data Knowledge-Based Systems, 2022 DOI:10.1016/j.knosys.2022.109899

[14]	A graph based preordonnances theoretic supervised feature selection in high dimensional data Knowledge-Based Systems, 2022 DOI:10.1016/j.knosys.2022.109899

[15]	Missing data imputation on biomedical data using deeply learned clustering and L2 regularized regression based on symmetric uncertainty Artificial Intelligence in Medicine, 2022 DOI:10.1016/j.artmed.2021.102214

[16]	Ranking of CMIP6 based High-resolution Global Climate Models for India using TOPSIS ISH Journal of Hydraulic Engineering, 2022 DOI:10.1080/09715010.2021.2015462

[17]	Ensemble methods for meningitis aetiology diagnosis Expert Systems, 2022 DOI:10.1111/exsy.12996

[18]	A graph based preordonnances theoretic supervised feature selection in high dimensional data Knowledge-Based Systems, 2022 DOI:10.1016/j.knosys.2022.109899

[19]	Classification of Healthcare Data Using T-BMSVM in Big Data 2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2022 DOI:10.1109/ICCCNT54827.2022.9984486

[20]	LogNADS: Network anomaly detection scheme based on log semantics representation Future Generation Computer Systems, 2021 DOI:10.1016/j.future.2021.05.024

[21]	Theoretical and empirical analysis of filter ranking methods: Experimental study on benchmark DNA microarray data Expert Systems with Applications, 2021 DOI:10.1016/j.eswa.2020.114485

[22]	Feature-Selection-Based Transfer Learning for Intracortical Brain–Machine Interface Decoding IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021 DOI:10.1109/TNSRE.2020.3034234

[23]	Windows Malware Detector Using Convolutional Neural Network Based on Visualization Images IEEE Transactions on Emerging Topics in Computing, 2021 DOI:10.1109/TETC.2019.2910086

[24]	Ensemble Based Filter Feature Selection with Harmonize Particle Swarm Optimization and Support Vector Machine for Optimal Cancer Classification Machine Learning with Applications, 2021 DOI:10.1016/j.mlwa.2021.100054

[25]	Artificial Intelligence and Security Lecture Notes in Computer Science, 2021 DOI:10.1007/978-3-030-78612-0_24

[26]	LogNADS: Network anomaly detection scheme based on log semantics representation Future Generation Computer Systems, 2021 DOI:10.1016/j.future.2021.05.024

[27]	Dataset-chemokines, cytokines, and biomarkers in the saliva of children with Sjögren's syndrome Data in Brief, 2021 DOI:10.1016/j.dib.2021.107139

[28]	A distinguishing profile of chemokines, cytokines and biomarkers in the saliva of children with Sjögren’s syndrome Rheumatology, 2021 DOI:10.1093/rheumatology/keab098

[29]	Application of active learning in DNA microarray data for cancerous gene identification Expert Systems with Applications, 2021 DOI:10.1016/j.eswa.2021.114914

[30]	Ensemble-based Feature Selection using Symmetric Uncertainty and SVM classification 2021 2nd Global Conference for Advancement in Technology (GCAT), 2021 DOI:10.1109/GCAT52182.2021.9587872

[31]	Dataset-chemokines, cytokines, and biomarkers in the saliva of children with Sjögren's syndrome Data in Brief, 2021 DOI:10.1016/j.dib.2021.107139

[32]	Application of active learning in DNA microarray data for cancerous gene identification Expert Systems with Applications, 2021 DOI:10.1016/j.eswa.2021.114914

[33]	Multivariate Fault Detection and Diagnosis Based on Variable Grouping Industrial & Engineering Chemistry Research, 2020 DOI:10.1021/acs.iecr.0c00192

[34]	Multivariate Fault Detection and Diagnosis Based on Variable Grouping Industrial & Engineering Chemistry Research, 2020 DOI:10.1021/acs.iecr.0c00192

[35]	Comparison of four learning-based methods for predicting groundwater redox status Journal of Hydrology, 2020 DOI:10.1016/j.jhydrol.2019.124200

[36]	Feature Selection of Gene expression data for Cancer Classification using SCF with SVM 2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA), 2020 DOI:10.1109/ICECA49313.2020.9297596

[37]	Precipitation projection using a CMIP5 GCM ensemble model: a regional investigation of Syria Engineering Applications of Computational Fluid Mechanics, 2020 DOI:10.1080/19942060.2019.1683076

[38]	Selection of CMIP5 GCM Ensemble for the Projection of Spatio-Temporal Changes in Precipitation and Temperature over the Niger Delta, Nigeria Water, 2020 DOI:10.3390/w12020385

[39]	Score-Based Feature Selection of Gene expression Data for Cancer Classification 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), 2020 DOI:10.1109/ICCMC48092.2020.ICCMC-00049

[40]	Inferring Quality of Experience for Adaptive Video Streaming over HTTPS and QUIC 2020 International Wireless Communications and Mobile Computing (IWCMC), 2020 DOI:10.1109/IWCMC48107.2020.9148208

[41]	Evaluation of Clustering Results in the Aspect of Information Theory 2020 61st International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS), 2020 DOI:10.1109/ITMS51158.2020.9259227

[42]	Proceedings of International Ethical Hacking Conference 2018 Advances in Intelligent Systems and Computing, 2019 DOI:10.1007/978-981-13-1544-2_39

[43]	Leveraging Socioeconomic Information and Deep Learning for Residential Load Pattern Prediction 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 2019 DOI:10.1109/ISGTEurope.2019.8905483

[44]	Progress in Advanced Computing and Intelligent Engineering Advances in Intelligent Systems and Computing, 2019 DOI:10.1007/978-981-13-1708-8_20

[45]	Symmetrical Uncertainty-Based Feature Subset Generation and Ensemble Learning for Electricity Customer Classification Symmetry, 2019 DOI:10.3390/sym11040498

[46]	A machine learning model for predicting ICU readmissions and key risk factors: analysis from a longitudinal health records Health and Technology, 2019 DOI:10.1007/s12553-019-00329-0

[47]	Approaches for Semantic Relatedness Computation for Big Data SSRN Electronic Journal , 2019 DOI:10.2139/ssrn.3349564

[48]	A Hybrid Scheme for Feature Selection of High Dimensional Educational Data 2019 International Conference on Communication Technologies (ComTech), 2019 DOI:10.1109/COMTECH.2019.8737829

[49]	Performance Evaluation of Filter-based Feature Selection Techniques in Classifying Portable Executable Files Procedia Computer Science, 2018 DOI:10.1016/j.procs.2017.12.046

[50]	A novel synergistic fibroblast optimization based Kalman estimation model for forecasting time-series data Evolving Systems, 2018 DOI:10.1007/s12530-018-9217-0

[51]	An Optimal Multi-Level Backward Feature Subset Selection for Object Recognition IETE Journal of Research, 2018 DOI:10.1080/03772063.2018.1436470

[52]	Performance Assessment of General Circulation Model in Simulating Daily Precipitation and Temperature Using Multiple Gridded Datasets Water, 2018 DOI:10.3390/w10121793

[53]	Overview of feature subset selection algorithm for high dimensional data 2017 International Conference on Inventive Systems and Control (ICISC), 2017 DOI:10.1109/ICISC.2017.8068599

[54]	A proposed framework on hybrid feature selection techniques for handling high dimensional educational data 2017 DOI:10.1063/1.5005463

[55]	A Modified Feature Weighted Clustering Method for Space Payload Operational Mode Analysis Journal of Software Engineering, 2016 DOI:10.3923/jse.2017.78.85

[56]	Feature selection in clinical data processing for classification 2016 International Conference on Information Science (ICIS), 2016 DOI:10.1109/INFOSCI.2016.7845321

Follow SCIRP

	+1 323-425-8868
	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Journal of Data Analysis and Information Processing

Journal of Data Analysis and Information Processing

Journals Menu

Home

About SCIRP

Service

Policies