Works about FEATURE selection

Results: 5000

Applying complex network metrics to individual-tree diameter growth modeling.

Published in:

iForest - Biogeosciences & Forestry, 2025, v. 18, n. 4, p. 176, doi. 10.3832/ifor4735-018

By:

Leite e Lopes, Isáira;
Sousa da Mata, Angélica;
Oliveira Castro, Renato Vinícius;
Viana da Páscoa, Kalill José;
Jarochinski e Silva, Carolina Souza;
Rezende Gomide, Lucas

Publication type:

Article

Dynamic feature selection for silicon content prediction in blast furnace using BOSVRRFE.

Published in:

2025

By:

Duan, Junyi

Publication type:

Conference Paper/Materials

Predicting carotid atherosclerosis in latent autoimmune diabetes in adult patients using machine learning models: a retrospective study.

Published in:

BMC Cardiovascular Disorders, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12872-025-04786-6

By:

Chen, Xiaoqin;
Li, Zhitong;
Fan, Xiaoying;
Yan, Yuanyuan;
Liu, Shiwei

Publication type:

Article

The influence of sex in diagnostic modelling of knee osteoarthritis.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0325681

By:

McCabe, Philippa Grace;
Lisboa, Paulo;
Baltzopoulos, Bill;
Jarman, Ian;
Stamp, Kellyann;
Olier, Ivan

Publication type:

Article

Enhancing the estimation of low-spectral-sensitivity soil properties: a case study of active organic carbon using vis-NIR hyperspectral data.

Published in:

International Journal of Remote Sensing, 2025, v. 46, n. 13, p. 4941, doi. 10.1080/01431161.2025.2506158

By:

Yang, Jiawei;
Dong, Hongxu;
Zhang, Heng;
Wang, Jianwei;
Dai, Huaxin;
Zhou, Longfei;
Liang, Taibo;
Zhang, Yanling

Publication type:

Article

Artificial intelligence-driven cybersecurity: enhancing malicious domain detection using attention-based deep learning model with optimization algorithms.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-99420-y

By:

Alhayan, Fatimah;
Alshuhail, Asma;
Ismail, Ahmed Omer Ahmed;
Alrusaini, Othman;
Alahmari, Sultan;
Yahya, Abdulsamad Ebrahim;
Abdullah, Monir;
Al Zanin, Samah

Publication type:

Article

PlantLncBoost: key features for plant lncRNA identification and significant improvement in accuracy and generalization.

Published in:

New Phytologist, 2025, v. 247, n. 3, p. 1538, doi. 10.1111/nph.70211

By:

Tian, Xue‐Chan;
Nie, Shuai;
Domingues, Douglas;
Rossi Paschoal, Alexandre;
Jiang, Li‐Bo;
Mao, Jian‐Feng

Publication type:

Article

A Improving lung cancer classification with feature selection: a comparative study of random forest and xgboost.

Published in:

Jurnal Mantik, 2025, v. 8, n. 5, p. 2096

By:

Kurniawan, David;
Budiman, Ega;
Fadli, Muhammad;
Susanto, Erliyan Redy

Publication type:

Article

Efficient hybrid approach for feature extraction using metaheuristic algorithm and majority voting in social media networks.

Published in:

Sigma: Journal of Engineering & Natural Sciences / Mühendislik ve Fen Bilimleri Dergisi, 2025, v. 43, n. 3, p. 1020, doi. 10.14744/sigma.2025.00089

By:

LUNAWAT, Sonali;
RAO, Jyoti;
PATIL, Pramod

Publication type:

Article

Comparative analysis of statistical and deep learning-based multi-omics integration for breast cancer subtype classification.

Published in:

Journal of Translational Medicine, 2025, v. 23, n. 1, p. 1, doi. 10.1186/s12967-025-06662-5

By:

Omran, Mahmoud M.;
Emam, Mohamed;
Gamaleldin, Mariam;
Abushady, Asmaa M.;
Elattar, Mustafa A.;
El-Hadidi, Mohamed

Publication type:

Article

Machine learning for detection of diffusion abnormalities-related respiratory changes among normal, overweight, and obese individuals based on BMI and pulmonary ventilation parameters: an observational study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03064-x

By:

Song, Xin-Yue;
Xie, Xin-Peng;
Xu, Wen-Jing;
Cao, Yu-Jia;
Liang, Bin-Miao

Publication type:

Article

Intelligent diagnosis model for chest X-ray images diseases based on convolutional neural network.

Published in:

BMC Medical Imaging, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12880-025-01800-3

By:

Yang, Shouyi;
Wu, Yongxin

Publication type:

Article

Development and validation of a machine learning model for central compartmental lymph node metastasis in solitary papillary thyroid microcarcinoma via ultrasound imaging features and clinical parameters.

Published in:

BMC Medical Imaging, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12880-025-01757-3

By:

Han, Haiyang;
Sun, Heng;
Zhou, Chang;
Wei, Li;
Xu, Liang;
Shen, Dian;
Hu, Wenshu

Publication type:

Article

Construction and validation of HBV-ACLF bacterial infection diagnosis model based on machine learning.

Published in:

BMC Infectious Diseases, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12879-025-11199-5

By:

Wang, Neng;
Tao, Shuai;
Chen, Liang

Publication type:

Article

DETECTION AND FORECASTING OF PARKINSON DISEASE PROGRESSION FROM SPEECH SIGNAL FEATURES USING MULTILAYER PERCEPTRON AND LSTM.

Published in:

Computer Science, 2025, v. 26, n. 2, p. 1, doi. 10.7494/csci.2025.26.2.6691

By:

ALI, MAJID;
SHAKIR, HINA;
SAMREEN, ASIA;
AHMED, SOHAIB

Publication type:

Article

Facilitate integrated analysis of single cell multiomic data by binarizing gene expression values.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-60899-8

By:

Misra, Rohan;
Ferrena, Alexander;
Zheng, Deyou

Publication type:

Article

Spatial microfluidic holographic integrated platform for label-free and high-dimensional analysis of cancer heterogeneity.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-60897-w

By:

Shi, Jiayi;
Teng, Huijing;
Zhang, Ziyi;
Liu, Yanping;
Gao, Dan;
Di, Jianglei;
Yang, Zijian;
Su, Ping;
Tan, Ying;
Ma, Jianshe

Publication type:

Article

Feature selection and aggregation for antibiotic resistance GWAS in Mycobacterium tuberculosis : a comparative study.

Published in:

Frontiers in Microbiology, 2025, p. 1, doi. 10.3389/fmicb.2025.1586476

By:

Reshetnikov, Kirill;
Bykova, Daria;
Kuleshov, Konstantin;
Chukreev, Konstantin;
Guguchkin, Egor;
Neverov, Alexey;
Fedonin, Gennady

Publication type:

Article

Transformer based models with hierarchical graph representations for enhanced climate forecasting.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-07897-4

By:

Ramu, T. Bhargava;
Kocherla, Raviteja;
Sirisha, G. N. V. G.;
Chetana, V. Lakshmi;
Sagar, P. Vidya;
Balamurali, R.;
Boddu, Nanditha

Publication type:

Article

Key factors in predictive analysis of cardiovascular risks in public health.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-07874-x

By:

Al Jowf, Ghazi I.;
Kolhar, Manjur

Publication type:

Article

A nonlinear mixed-effects functional regression model based on variable selection.

Published in:

Journal of Quality Technology, 2025, v. 57, n. 3, p. 220, doi. 10.1080/00224065.2025.2500554

By:

Zhao, Wei;
Li, Yan-Fu;
Zheng, Wenqiang

Publication type:

Article

An optimized attention based hybrid deep learning framework for automatic speaker identification from speech signals.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 21, p. 24319, doi. 10.1007/s11042-024-19996-x

By:

Gade, Venkata Subba Reddy;
Sumathi, M.

Publication type:

Article

Classification of electroencephalograms before or after applying transcutaneous electrical nerve stimulation therapy using fractional empirical mode decomposition.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 22601, doi. 10.1007/s11042-024-19992-1

By:

Liu, Jiaqi;
Ling, Bingo Wing-Kuen;
Zhou, Zhaoheng;
Wu, Weirong;
Li, Ruilin;
Liu, Qing

Publication type:

Article

Inf-Att-OSVNet: information theory based feature selection and deep attention networks for online signature verification.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 19, p. 21373, doi. 10.1007/s11042-024-19886-2

By:

Vorugunti, Chandra Sekhar;
Pulabaigari, Viswanath;
Mukherjee, Prerana;
Gorthi, Rama Krishna Sai Subrahmanyam

Publication type:

Article

Deep learning approach to detect cyberbullying on twitter.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 19, p. 20497, doi. 10.1007/s11042-024-19869-3

By:

Aliyeva, Çinare Oğuz;
Yağanoğlu, Mete

Publication type:

Article

A comprehensive review on wheat yield prediction based on remote sensing.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 19, p. 20843, doi. 10.1007/s11042-024-19820-6

By:

Manafifard, Mehrtash;
Huang, Jianxi

Publication type:

Article

Adulterated beef detection with redundant gas sensor using optimized convolutional neural network.

Published in:

Telkomnika, 2025, v. 23, n. 3, p. 639, doi. 10.12928/TELKOMNIKA.v23i3.26490

By:

Zuhri, Ardani Cesario;
Widodo, Agus;
Ardhany, Mario;
Gandana, Danny Mokhammad;
Islami, Galang Ilman;
Prihantoro, Galuh

Publication type:

Article

Driver Injury Prediction and Factor Analysis in Passenger Vehicle-to-Passenger Vehicle Collision Accidents Using Explainable Machine Learning.

Published in:

Vehicles (2624-8921), 2025, v. 7, n. 2, p. 42, doi. 10.3390/vehicles7020042

By:

Liu, Peng;
Zhang, Weiwei;
Wu, Xuncheng;
Guo, Wenfeng;
Yu, Wangpengfei

Publication type:

Article

Scattering-Based Machine Learning Algorithms for Momentum Estimation in Muon Tomography.

Published in:

Particles (2571-712X), 2025, v. 8, n. 2, p. 43, doi. 10.3390/particles8020043

By:

Bury, Florian;
Lagrange, Maxime

Publication type:

Article

Evaluating Estimator Performance Under Multicollinearity: A Trade-Off Between MSE and Accuracy in Logistic, Lasso, Elastic Net, and Ridge Regression with Varying Penalty Parameters.

Published in:

Stats, 2025, v. 8, n. 2, p. 45, doi. 10.3390/stats8020045

By:

Nayem, H. M.;
Aziz, Sinha;
Kibria, B. M. Golam

Publication type:

Article

Automated Grading Through Contrastive Learning: A Gradient Analysis and Feature Ablation Approach.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 2, p. 41, doi. 10.3390/make7020041

By:

Sokač, Mateo;
Fabijanić, Mario;
Mekterović, Igor;
Mršić, Leo

Publication type:

Article

Optimisation-Based Feature Selection for Regression Neural Networks Towards Explainability.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 2, p. 33, doi. 10.3390/make7020033

By:

Liapis, Georgios I.;
Tsoka, Sophia;
Papageorgiou, Lazaros G.

Publication type:

Article

Temperature rise of high-speed bearing in gearbox of 5 MW wind turbine based on Bayesian-LightGBM and improved PSO-SVM troubleshooting.

Published in:

Measurement & Control (0020-2940), 2025, v. 58, n. 7, p. 904, doi. 10.1177/00202940241280051

By:

Tang, Minan;
Tao, Zhanglong;
Qiu, Jiandong;
Li, Jinping;
Wang, Mingyu;
Wang, Hongjie;
Rao, Chuntao

Publication type:

Article

A Gait Recognition Method Using 3D Joint Motion Estimation Spatiotemporal Modeling and Attention Mechanism.

Published in:

Journal of Circuits, Systems & Computers, 2025, v. 34, n. 15, p. 1, doi. 10.1142/S0218126625503086

By:

Wei, Rusong;
Lin, Feng;
Guo, Weijie

Publication type:

Article

A Deep Learning Approach to Unveil Types of Mental Illness by Analyzing Social Media Posts.

Published in:

Mathematical & Computational Applications, 2025, v. 30, n. 3, p. 49, doi. 10.3390/mca30030049

By:

Dash, Rajashree;
Udgata, Spandan;
Mohapatra, Rupesh K.;
Dash, Vishanka;
Das, Ashrita

Publication type:

Article

TAE Predict: An Ensemble Methodology for Multivariate Time Series Forecasting of Climate Variables in the Context of Climate Change.

Published in:

Mathematical & Computational Applications, 2025, v. 30, n. 3, p. 46, doi. 10.3390/mca30030046

By:

Frausto Solís, Juan;
Estrada-Patiño, Erick;
Ponce Flores, Mirna;
Sánchez-Hernández, Juan Paulo;
Castilla-Valdez, Guadalupe;
González-Barbosa, Javier

Publication type:

Article

Automated sparse feature selection in high-dimensional proteomics data via 1-bit compressed sensing and K-Medoids clustering.

Published in:

BMC Bioinformatics, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12859-025-06193-2

By:

Wen, FuDong;
Su, Yue;
Liu, Dan;
Wang, YuPeng;
Liu, MeiNa

Publication type:

Article

Ensemble machine learning-based pre-trained annotation approach for scRNA-seq data using gradient boosting with genetic optimizer.

Published in:

BMC Bioinformatics, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12859-025-06151-y

By:

Elnahas, Osama;
Ead, Waleed M.;
Qiu, Yushan;
Lu, Jian

Publication type:

Article

QTG-LGBM: A method of prioritizing causal genes in quantitative trait loci in maize.

Published in:

Crop Journal (2095-5421), 2025, v. 13, n. 3, p. 873, doi. 10.1016/j.cj.2025.03.004

By:

Chuang Wang;
Shenshen Wu;
Zhou Yao;
En Luo;
Junli Deng;
Jianxiao Liu

Publication type:

Article

Dynamic UAV data fusion and deep learning for improved maize phenological-stage tracking.

Published in:

Crop Journal (2095-5421), 2025, v. 13, n. 3, p. 961, doi. 10.1016/j.cj.2025.03.012

By:

Ziheng Feng;
Jiliang Zhao;
Liunan Suo;
Heguang Sun;
Huiling Long;
Hao Yang;
Xiaoyu Song;
Haikuan Feng;
Bo Xu;
Guijun Yang;
Chunjiang Zhao

Publication type:

Article

Double Sampling Adaptive Thresholding LASSO Variability Chart for Phase II Monitoring of High-Dimensional Data Streams.

Published in:

Journal of Industrial Integration & Management, 2025, v. 10, n. 2, p. 277, doi. 10.1142/S242486222350001X

By:

Salmasnia, Ali;
Maleki, Mohammad Reza;
Mirzaei, Mohadeseh

Publication type:

Article

Red-KPLS Feature Reduction with 1D-ResNet50: Deep Learning Approach for Multiclass Alzheimer's Staging.

Published in:

Technologies (2227-7080), 2025, v. 13, n. 6, p. 258, doi. 10.3390/technologies13060258

By:

Neffati, Syrine;
Filali, Ameni;
Mekki, Kawther;
Bouzrara, Kais

Publication type:

Article

A Novel Dataset for Early Cardiovascular Risk Detection in School Children Using Machine Learning.

Published in:

Technologies (2227-7080), 2025, v. 13, n. 6, p. 222, doi. 10.3390/technologies13060222

By:

Olivera Solís, Rafael Alejandro;
González Rodríguez, Emilio Francisco;
Castañeda Sheissa, Roberto;
Lorenzo-Ginori, Juan Valentín;
García, José

Publication type:

Article

A Novel Approach to Pine Nut Classification: Combining Near-Infrared Spectroscopy and Image Shape Features with Soft Voting-Based Ensemble Learning.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 12, p. 2009, doi. 10.3390/math13122009

By:

Yu, Yueyun;
Huang, Xin;
Lv, Danjv;
Ng, Benjamin K.;
Lam, Chan-Tong

Publication type:

Article

Advancing Credit Rating Prediction: The Role of Machine Learning in Corporate Credit Rating Assessment.

Published in:

Risks, 2025, v. 13, n. 6, p. 116, doi. 10.3390/risks13060116

By:

de Oliveira, Nazário Augusto;
Basso, Leonardo Fernando Cruz

Publication type:

Article

An IMU-Based Machine Learning System for Container Collision Position Identification.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 6, p. 1144, doi. 10.3390/jmse13061144

By:

Zhang, Xin;
Song, Zihan;
Park, Do-Myung;
Park, Byung-Kwon

Publication type:

Article

A Hybrid TLBO–XGBoost Model With Novel Labeling for Bitcoin Price Prediction.

Published in:

International Journal of Intelligent Systems, 2025, v. 2025, p. 1, doi. 10.1155/int/6674437

By:

Radmand, Elnaz;
Pirgazi, Jamshid;
Sorkhi, Ali Ghanbari;
Khosravi, Mohamadreza Mohammad

Publication type:

Article

CN_Wheat10: A 10 m resolution dataset of spring and winter wheat distribution in China (2018–2024) derived from time-series remote sensing.

Published in:

Earth System Science Data Discussions, 2025, p. 1, doi. 10.5194/essd-2025-326

By:

Liu, Man;
He, Wei;
Zhang, Hongyan

Publication type:

Article

Fault Detection in Gearboxes Using Fisher Criterion and Adaptive Neuro-Fuzzy Inference.

Published in:

Machines, 2025, v. 13, n. 6, p. 447, doi. 10.3390/machines13060447

By:

Habbouche, Houssem;
Benkedjouh, Tarak;
Amirat, Yassine;
Benbouzid, Mohamed

Publication type:

Article

Intelligent Feature Selection Ensemble Model for Price Prediction in Real Estate Markets.

Published in:

Informatics, 2025, v. 12, n. 2, p. 52, doi. 10.3390/informatics12020052

By:

Andrade-Girón, Daniel Cristóbal;
Marin-Rodriguez, William Joel;
Zuñiga-Rojas, Marcelo Gumercindo

Publication type:

Article