Works about FEATURE selection

Results: 5000

Two-stage subsampling variable selection for sparse high-dimensional generalized linear models.

Published in:

Statistical Methods in Medical Research, 2025, v. 34, n. 7, p. 1504, doi. 10.1177/09622802251343597

By:

Capanu, Marinela;
Giurcanu, Mihai;
Begg, Colin B;
Gönen, Mithat

Publication type:

Article

Reproducible feature selection in heterogeneous multicenter datasets via sign-consistency criteria.

Published in:

Statistical Methods in Medical Research, 2025, v. 34, n. 7, p. 1328, doi. 10.1177/09622802251338375

By:

Zhao, Xun;
Ping, Yalu

Publication type:

Article

ResCap-MobileNet: Integrating Multi-modal Feature Extraction and Ensemble Learning for Osteoporotic Fracture Detection.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2025, v. 39, n. 11, p. 1, doi. 10.1142/S0218001425510139

By:

Yelamati, Srilatha;
Thota, Srikanth

Publication type:

Article

Assessment of Case Influence in the Lasso with a Case-Weight Adjusted Solution Path.

Published in:

Technometrics, 2025, v. 67, n. 3, p. 559, doi. 10.1080/00401706.2025.2477641

By:

Jiao, Zhenbang;
Lee, Yoonkyung

Publication type:

Article

A DEEP LEARNING MODEL FOR GENDER RECOGNITION USING VOICE DATA.

Published in:

Science World Journal, 2025, v. 20, n. 1, p. 137, doi. 10.4314/swj.v20i1.18

By:

Kabir, Aisha;
Ahmad, Muhammad Aminu;
Aliyu, Ahmad Abubakar;
Abdulkadir, Saadatu;
Muazu, Abubakar Ahmed

Publication type:

Article

Breaking up is hard to do: Lessons from the strange case of New Zealand.

Published in:

Social Science Quarterly (Wiley-Blackwell), 2021, v. 102, n. 6, p. 2565, doi. 10.1111/ssqu.13047

By:

Grier, Kevin B.;
Munger, Michael C

Publication type:

Article

Dynamic Productivity Prediction and New Production Feature Selection Methods for Advanced Planning Scheduling.

Published in:

Journal of Information Science & Engineering, 2024, v. 40, n. 2, p. 341, doi. 10.6688/JISE.202403_40(2).0009

By:

MING-FONG TSAI;
WEI-TSE LI;
LIEN-WU CHEN

Publication type:

Article

Heuristic Feature Selection with Classification Efficiency Using Soft Cluster Analysis for Biological Datasets.

Published in:

Journal of Information Science & Engineering, 2023, v. 39, n. 4, p. 951, doi. 10.6688/JISE.202307_39(4).0015

By:

HUNG-YI LIN;
RONG-CHANG CHEN

Publication type:

Article

Research on Data Security Monitoring Method Based on CP-ABE.

Published in:

Journal of Information Science & Engineering, 2023, v. 39, n. 4, p. 725, doi. 10.6688/JISE.202307_39(4).0002

By:

JING ZHU;
RU-CHUN JIA2.

Publication type:

Article

Univariate and Multivariate Filter Feature Selection for Heart Disease Classification.

Published in:

Journal of Information Science & Engineering, 2022, v. 38, n. 4, p. 791, doi. 10.6688/JISE.202207_38(4).0006

By:

BENHAR, HOUDA;
HOSNI, MOHAMED;
IDRI, ALI

Publication type:

Article

DCGAEL: An Optimized Ensemble Learning using a Discrete-Continuous Bi-Level Genetic Algorithm.

Published in:

Journal of Information Science & Engineering, 2022, v. 38, n. 4, p. 761, doi. 10.6688/JISE.202207_38(4).0004

By:

ADIBI, MOHAMMAD AMIN

Publication type:

Article

Analyzing Tourist Behavior in Virtual Museums Using Intelligent Approach with Feature Selection.

Published in:

Journal of Information Science & Engineering, 2022, v. 38, n. 3, p. 681, doi. 10.6688/JISE.202205_38(3).0011

By:

SRIPORN, KRIT;
CHENG-FA TSAI;
PAOHSI WANG

Publication type:

Article

A Multi-Dimensional Source Selection Based on Topic Modelling.

Published in:

Journal of Information Science & Engineering, 2022, v. 38, n. 3, p. 619, doi. 10.6688/JISE.202205_38(3).0008

By:

LEBIB, FATMA ZOHRA;
MELLAH, HAKIMA;
MEZIANE, ABDELKRIM

Publication type:

Article

Exploiting Machine Learning and Feature Selection Algorithms to Predict Instructor Performance in Higher Education.

Published in:

Journal of Information Science & Engineering, 2021, v. 37, n. 5, p. 993, doi. 10.6688/JISE.202109_37(5).0001

By:

AHUJA, RAVINDER;
SHARMA, S. C.

Publication type:

Article

Feature Selection and Extraction for Malware Classification.

Published in:

Journal of Information Science & Engineering, 2015, v. 31, n. 3, p. 965

By:

CHIH-TA LIN;
NAI-JIAN WANG;
HAN XIAO;
ECKERT, CLAUDIA

Publication type:

Article

Feature Selection using Compact Discernibility Matrix-based Approach in Dynamic Incomplete Decision System.

Published in:

Journal of Information Science & Engineering, 2015, v. 31, n. 2, p. 509

By:

WENBIN QIAN;
WENHAO SHU;
YONGHONG XIE;
BINGRU YANG;
JUN YANG

Publication type:

Article

Machine Learning Modeling of Gas Utilization Rate in Blast Furnace.

Published in:

JOM: The Journal of The Minerals, Metals & Materials Society (TMS), 2022, v. 74, n. 4, p. 1633, doi. 10.1007/s11837-022-05166-7

By:

Jiang, Dewen;
Wang, Zhenyang;
Zhang, Jianliang;
Jiang, Dejun;
Li, Kejiang;
Liu, Fulong

Publication type:

Article

Machine-Learning-based Algorithms for Automated Image Segmentation Techniques of Transmission X-ray Microscopy (TXM).

Published in:

JOM: The Journal of The Minerals, Metals & Materials Society (TMS), 2021, v. 73, n. 7, p. 2173, doi. 10.1007/s11837-021-04706-x

By:

Torbati-Sarraf, Hamidreza;
Niverty, Sridhar;
Singh, Rajhans;
Barboza, Daniel;
De Andrade, Vincent;
Turaga, Pavan;
Chawla, Nikhilesh

Publication type:

Article

Uncertainty Quantification of Machine Learning Predicted Creep Property of Alumina-Forming Austenitic Alloys.

Published in:

JOM: The Journal of The Minerals, Metals & Materials Society (TMS), 2021, v. 73, n. 1, p. 164, doi. 10.1007/s11837-020-04423-x

By:

Peng, Jian;
Yamamoto, Yukinori;
Brady, Michael P.;
Lee, Sangkeun;
Haynes, J. Allen;
Shin, Dongwon

Publication type:

Article

Predicting Microstructure-Sensitive Fatigue-Crack Path in 3D Using a Machine Learning Framework.

Published in:

JOM: The Journal of The Minerals, Metals & Materials Society (TMS), 2019, v. 71, n. 8, p. 2680, doi. 10.1007/s11837-019-03572-y

By:

Pierson, Kyle;
Rahman, Aowabin;
Spear, Ashley D.

Publication type:

Article

A Genetic Algorithm Based Feature Selection Approach for Microstructural Image Classification.

Published in:

Experimental Techniques, 2022, v. 46, n. 2, p. 335, doi. 10.1007/s40799-021-00470-4

By:

Khan, Ali Hussain;
Sarkar, Shib Sankar;
Mali, Kalyani;
Sarkar, Ram

Publication type:

Article

Research on imaging biomarkers for chronic subdural hematoma recurrence.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 3, p. 823, doi. 10.1007/s11517-024-03232-7

By:

Wu, Liyang;
Zhu, Yvmei;
Huang, Qiuyong;
Chen, Shuchao;
Zhou, Haoyang;
Xu, Zihao;
Li, Bo;
Chen, Hongbo;
Lv, Junhui

Publication type:

Article

Exploring cognitive load through neuropsychological features: an analysis using fNIRS-eye tracking.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 1, p. 45, doi. 10.1007/s11517-024-03178-w

By:

Yu, Kaiwei;
Chen, Jiafa;
Ding, Xian;
Zhang, Dawei

Publication type:

Article

Leveraging feature selection for enhanced fall risk prediction in elderly using gait analysis.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 12, p. 3887, doi. 10.1007/s11517-024-03180-2

By:

Altunkaya, Sabri

Publication type:

Article

DNN-BP: a novel framework for cuffless blood pressure measurement from optimal PPG features using deep learning model.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 12, p. 3687, doi. 10.1007/s11517-024-03157-1

By:

Raju, S. M. Taslim Uddin;
Dipto, Safin Ahmed;
Hossain, Md Imran;
Chowdhury, Md. Abu Shahid;
Haque, Fabliha;
Nashrah, Ayesha Tun;
Nishan, Araf;
Khan, Md Mahamudul Hasan;
Hashem, M. M. A.

Publication type:

Article

Multiclass motor imagery classification with Riemannian geometry and temporal-spectral selection.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 10, p. 2961, doi. 10.1007/s11517-024-03103-1

By:

Li, Zhaohui;
Tan, Xiaohui;
Li, Xinyu;
Yin, Liyong

Publication type:

Article

Sparse deep belief network coupled with extended local fuzzy active contour model-based liver cancer segmentation from abdomen CT images.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 5, p. 1361, doi. 10.1007/s11517-023-03001-y

By:

Dickson, A. Joel;
Linsely, J. Arul;
Daniel, V. Antony Asir;
Rahul, Kumar

Publication type:

Article

Intra-subject enveloped multilayer fuzzy sample compression for speech diagnosis of Parkinson's disease.

Published in:

Medical & Biological Engineering & Computing, 2024, v. 62, n. 2, p. 371, doi. 10.1007/s11517-023-02944-6

By:

Wang, Yiwen;
Li, Fan;
Zhang, Xiaoheng;
Wang, Pin;
Li, Yongming;
Zhang, Yanling

Publication type:

Article

Enhancing the prediction of IDC breast cancer staging from gene expression profiles using hybrid feature selection methods and deep learning architecture.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 11, p. 2895, doi. 10.1007/s11517-023-02892-1

By:

Kishore, Akash;
Venkataramana, Lokeswari;
Prasad, D. Venkata Vara;
Mohan, Akshaya;
Jha, Bhavya

Publication type:

Article

Leukocyte subtype classification with multi-model fusion.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 9, p. 2305, doi. 10.1007/s11517-023-02830-1

By:

Ding, Yingying;
Tang, Xuehui;
Zhuang, Yuan;
Mu, Junjie;
Chen, Shuchao;
Liu, Shanshan;
Feng, Sihao;
Chen, Hongbo

Publication type:

Article

Intelligent injury prediction for traumatic airway obstruction.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 1, p. 139, doi. 10.1007/s11517-022-02706-w

By:

Han, Youfang;
Pan, Fei;
Song, Hainan;
Luo, Ruihong;
Li, Chunping;
Pi, Hongying;
Wang, Jianrong;
Li, Tanshi

Publication type:

Article

GeneSelectML: a comprehensive way of gene selection for RNA-Seq data via machine learning algorithms.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 1, p. 229, doi. 10.1007/s11517-022-02695-w

By:

Dag, Osman;
Kasikci, Merve;
Ilk, Ozlem;
Yesiltepe, Metin

Publication type:

Article

An unbiased algorithm for objective separation of Alzheimer's, Alzheimer's mixed with cerebrovascular symptomology, and healthy controls from one another using electrovestibulography (EVestG).

Published in:

Medical & Biological Engineering & Computing, 2022, v. 60, n. 3, p. 797, doi. 10.1007/s11517-022-02507-1

By:

Dastgheib, Zeinab A.;
Lithgow, Brian J.;
Moussavi, Zahra K.

Publication type:

Article

Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification.

Published in:

Medical & Biological Engineering & Computing, 2022, v. 60, n. 3, p. 663, doi. 10.1007/s11517-021-02476-x

By:

Deng, Xiongshi;
Li, Min;
Deng, Shaobo;
Wang, Lei

Publication type:

Article

Predicting SARS-CoV-2 infection duration at hospital admission:a deep learning solution.

Published in:

Medical & Biological Engineering & Computing, 2022, v. 60, n. 2, p. 459, doi. 10.1007/s11517-021-02479-8

By:

Liuzzi, Piergiuseppe;
Campagnini, Silvia;
Fanciullacci, Chiara;
Arienti, Chiara;
Patrini, Michele;
Carrozza, Maria Chiara;
Mannini, Andrea

Publication type:

Article

A feature reduction and selection algorithm for improved obstructive sleep apnea classification process.

Published in:

2021

By:

Elwali, Ahmed;
Moussavi, Zahra

Publication type:

journal article

A machine learning approach for mortality prediction only using non-invasive parameters.

Published in:

Medical & Biological Engineering & Computing, 2020, v. 58, n. 10, p. 2195, doi. 10.1007/s11517-020-02174-0

By:

Zhang, Guang;
Xu, JiaMeng;
Yu, Ming;
Yuan, Jing;
Chen, Feng

Publication type:

Article

Classification of pure conduct disorder from healthy controls based on indices of brain networks during resting state.

Published in:

Medical & Biological Engineering & Computing, 2020, v. 58, n. 9, p. 2071, doi. 10.1007/s11517-020-02215-8

By:

Zhang, Jiang;
Liu, Yuyan;
Luo, Ruisen;
Du, Zhengcong;
Lu, Fengmei;
Yuan, Zhen;
Zhou, Jiansong;
Li, Shasha

Publication type:

Article

A condition-independent framework for the classification of error-related brain activity.

Published in:

2020

By:

Kakkos, Ioannis;
Ventouras, Errikos M.;
Asvestas, Pantelis A.;
Karanasiou, Irene S.;
Matsopoulos, George K.

Publication type:

journal article

Medical data set classification using a new feature selection algorithm combined with twin-bounded support vector machine.

Published in:

2020

By:

de Lima, Márcio Dias;
de Oliveira Roque e Lima, Juliana;
Barbosa, Rommel M.

Publication type:

journal article

A reliable method for colorectal cancer prediction based on feature selection and support vector machine.

Published in:

2019

By:

Zhao, Dandan;
Liu, Hong;
Zheng, Yuanjie;
He, Yanlin;
Lu, Dianjie;
Lyu, Chen

Publication type:

journal article

Genetic algorithm based cancerous gene identification from microarray data using ensemble of filter methods.

Published in:

Medical & Biological Engineering & Computing, 2019, v. 57, n. 1, p. 159, doi. 10.1007/s11517-018-1874-4

By:

Ghosh, Manosij;
Adhikary, Sukdev;
Ghosh, Kushal Kanti;
Sardar, Aritra;
Begum, Shemim;
Sarkar, Ram

Publication type:

Article

Neighbourhood search feature selection method for content-based mammogram retrieval.

Published in:

2017

By:

Chandy, D.;
Christinal, A.;
Theodore, Alwyn;
Selvan, S.;
Chandy, D Abraham;
Christinal, A Hepzibah;
Theodore, Alwyn John;
Selvan, S Easter

Publication type:

journal article

Feature selection methods for accelerometry-based seizure detection in children.

Published in:

2017

By:

Milošević, Milica;
Vel, Anouk;
Cuppens, Kris;
Bonroy, Bert;
Ceulemans, Berten;
Lagae, Lieven;
Vanrumste, Bart;
Huffel, Sabine;
Milošević, Milica;
Van de Vel, Anouk;
Van Huffel, Sabine

Publication type:

journal article

Prediction of O-glycosylation sites based on multi-scale composition of amino acids and feature selection.

Published in:

Medical & Biological Engineering & Computing, 2015, v. 53, n. 6, p. 535, doi. 10.1007/s11517-015-1268-9

By:

Chen, Yuan;
Zhou, Wei;
Wang, Haiyan;
Yuan, Zheming

Publication type:

Article

Prediction of protein subcellular localization by incorporating multiobjective PSO-based feature subset selection into the general form of Chou's PseAAC.

Published in:

Medical & Biological Engineering & Computing, 2015, v. 53, n. 4, p. 331, doi. 10.1007/s11517-014-1238-7

By:

Mandal, Monalisa;
Mukhopadhyay, Anirban;
Maulik, Ujjwal

Publication type:

Article

Feature selection and classification of leukocytes using random forest.

Published in:

Medical & Biological Engineering & Computing, 2014, v. 52, n. 12, p. 1041, doi. 10.1007/s11517-014-1200-8

By:

Saraswat, Mukesh;
Arya, K.

Publication type:

Article

CFS-SMO based classification of breast density using multiple texture models.

Published in:

Medical & Biological Engineering & Computing, 2014, v. 52, n. 6, p. 521, doi. 10.1007/s11517-014-1158-6

By:

Sharma, Vipul;
Singh, Sukhwinder

Publication type:

Article

Automatic feature selection of motor imagery EEG signals using differential evolution and learning automata.

Published in:

Medical & Biological Engineering & Computing, 2014, v. 52, n. 2, p. 131, doi. 10.1007/s11517-013-1123-9

By:

Bhattacharyya, Saugat;
Sengupta, Abhronil;
Chakraborti, Tathagatha;
Konar, Amit;
Tibarewala, D.

Publication type:

Article

An Approach for Demand Forecasting in Steel Industries Using Ensemble Learning.

Published in:

Complexity, 2022, p. 1, doi. 10.1155/2022/9928836

By:

Raju, S. M. Taslim Uddin;
Sarker, Amlan;
Das, Apurba;
Islam, Md. Milon;
Al-Rakhami, Mabrook S.;
Al-Amri, Atif M.;
Mohiuddin, Tasniah;
Albogamy, Fahad R.

Publication type:

Article