Works matching DE "FEATURE selection"

Results: 5000

CT radiomics for evaluation of intervertebral disc change in the scoliosis.

Published in:

Acta Radiologica, 2025, v. 66, n. 6, p. 576, doi. 10.1177/02841851251319483

By:

Fang, Yuqi;
He, Yun

Publication type:

Article

Predicting Mortality in Atrial Fibrillation Patients Treated with Direct Oral Anticoagulants: A Machine Learning Study Based on the MIMIC-IV Database.

Published in:

Journal of Clinical Medicine, 2025, v. 14, n. 11, p. 3697, doi. 10.3390/jcm14113697

By:

Ledziński, Łukasz;
Grześk, Elżbieta;
Ledzińska, Małgorzata;
Grześk, Grzegorz

Publication type:

Article

基于SCADA 图像数据增强的风机叶片结冰检测.

Published in:

Journal of Nanjing University of Information Science & Technology (Natural Science Edition) / Nanjing Xinxi Gongcheng Daxue Xuebao (ziran kexue ban), 2025, v. 17, n. 3, p. 384, doi. 10.13878/j.cnki.jnuist.20240508003

By:

王昊;
姚刚;
卢应强;
葛泉波

Publication type:

Article

Feature Selection for Stock Movement Direction Prediction Using Sparse Support Vector Machine.

Published in:

Applied Stochastic Models in Business & Industry, 2025, v. 41, n. 3, p. 1, doi. 10.1002/asmb.70011

By:

Miao, Maoxuan;
Wu, Jinran;
Cai, Fengjing;
Fu, Liya;
Zheng, Shurong;
Wang, You‐Gan

Publication type:

Article

BloomSense: Integrating Automated Buoy Systems and AI to Monitor and Predict Harmful Algal Blooms.

Published in:

Water (20734441), 2025, v. 17, n. 11, p. 1691, doi. 10.3390/w17111691

By:

Rathore, Waheed Ul Asar;
Ni, Jianjun;
Ke, Chunyan;
Xie, Yingjuan

Publication type:

Article

Machine learning driven biomarker selection for medical diagnosis.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0322620

By:

Bavikadi, Divyagna;
Agarwal, Ayushi;
Ganta, Shashank;
Chung, Yunro;
Song, Lusheng;
Qiu, Ji;
Shakarian, Paulo

Publication type:

Article

An Adaptive Evolutionary Causal Dynamic Factor Model.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1891, doi. 10.3390/math13111891

By:

Wei, Qian;
Zhang, Heng-Guo

Publication type:

Article

Gene Selection Algorithms in a Single-Cell Gene Decision Space Based on Self-Information.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1829, doi. 10.3390/math13111829

By:

Fang, Yan;
Lin, Yonghua;
Huang, Chuanbo;
Li, Zhaowen

Publication type:

Article

Alzheimer's Disease Detection from Speech Using Shapley Additive Explanations for Feature Selection and Enhanced Interpretability.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2248, doi. 10.3390/electronics14112248

By:

Oiza-Zapata, Irati;
Gallardo-Antolín, Ascensión

Publication type:

Article

Malicious Cloud Service Traffic Detection Based on Multi-Feature Fusion.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2190, doi. 10.3390/electronics14112190

By:

Chen, Zhouguo;
Deng, Chen;
Gao, Xiang;
Li, Xinze;
Hu, Hangyu

Publication type:

Article

Harnessing Artificial Intelligence and Machine Learning for Identifying Quantitative Trait Loci (QTL) Associated with Seed Quality Traits in Crops.

Published in:

Plants (2223-7747), 2025, v. 14, n. 11, p. 1727, doi. 10.3390/plants14111727

By:

Kassem, My Abdelmajid

Publication type:

Article

Effective Identification of Variety and Origin of Chenpi Using Hyperspectral Imaging Assisted with Chemometric Models.

Published in:

Foods, 2025, v. 14, n. 11, p. 1979, doi. 10.3390/foods14111979

By:

Liu, Hangxiu;
Wang, Youyou;
Wang, Yiheng;
Wang, Jingyi;
Hu, Hanqing;
Zhong, Xinyi;
Yuan, Qingjun;
Yang, Jian

Publication type:

Article

An Innovative Inversion Method of Potato Canopy Chlorophyll Content Based on the AFFS Algorithm and the CDE-EHO-GBM Model.

Published in:

Agriculture; Basel, 2025, v. 15, n. 11, p. 1181, doi. 10.3390/agriculture15111181

By:

Yang, Xiaofei;
Li, Qiao;
Li, Honghui;
Zhou, Hao;
Zhang, Jinyan;
Fu, Xueliang

Publication type:

Article

A Comparative Analysis of Machine Learning and Pedotransfer Functions Under Varying Data Availability in Two Greek Regions.

Published in:

Agriculture; Basel, 2025, v. 15, n. 11, p. 1134, doi. 10.3390/agriculture15111134

By:

Tziachris, Panagiotis;
Louka, Panagiota;
Metaxa, Eirini;
Iatrou, Miltiadis;
Tsiouplakis, Konstantinos

Publication type:

Article

IDLRN-DBN: SEGMENTATION-BASED EARLY DIAGNOSIS OF RICE PLANT DISEASE DETECTION USING DEEP BELIEF NETWORK.

Published in:

KSII Transactions on Internet & Information Systems, 2025, v. 19, n. 5, p. 1539, doi. 10.3837/tiis.2025.05.008

By:

N., Raji;
Manohar, S.

Publication type:

Article

Machine Learning-Based Prediction of Post-Operative Systemic Inflammatory Response Syndrome Following Pediatric Percutaneous Nephrolithotripsy.

Published in:

Journal of Inflammation Research, 2025, v. 18, p. 7067, doi. 10.2147/JIR.S518631

By:

Abudurexiti, Nueraili;
Liu, Bide;
Wang, Shuheng;
Dong, Qiang;
Batuer, Maimaitiaili;
Liu, Zewei;
Li, Xun

Publication type:

Article

Nitrate Content in Open Field Spinach, Applicative Case for Hyperspectral Reflectance Data.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1873, doi. 10.3390/rs17111873

By:

Polilli, Walter;
Galieni, Angelica;
Stagnari, Fabio

Publication type:

Article

In-Season Potato Nitrogen Prediction Using Multispectral Drone Data and Machine Learning.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1860, doi. 10.3390/rs17111860

By:

Chatraei Azizabadi, Ehsan;
El-Shetehy, Mohamed;
Cheng, Xiaodong;
Youssef, Ali;
Badreldin, Nasem

Publication type:

Article

Estimation of Tree Canopy Closure Based on U-Net Image Segmentation and Machine Learning Algorithms.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1828, doi. 10.3390/rs17111828

By:

Zhou, Yuefei;
Wang, Jinghan;
Song, Zengjing;
Zhou, Miaohang;
Lv, Mengnan;
Han, Xujun

Publication type:

Article

Explainable Machine Learning in the Prediction of Depression.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 11, p. 1412, doi. 10.3390/diagnostics15111412

By:

Mimikou, Christina;
Kokkotis, Christos;
Tsiptsios, Dimitrios;
Tsamakis, Konstantinos;
Savvidou, Stella;
Modig, Lillian;
Christidi, Foteini;
Kaltsatou, Antonia;
Doskas, Triantafyllos;
Mueller, Christoph;
Serdari, Aspasia;
Anagnostopoulos, Kostas;
Tripsianis, Gregory

Publication type:

Article

Multi-Scale Vision Transformer with Optimized Feature Fusion for Mammographic Breast Cancer Classification.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 11, p. 1361, doi. 10.3390/diagnostics15111361

By:

Ahmed, Soaad;
Elazab, Naira;
El-Gayar, Mostafa M.;
Elmogy, Mohammed;
Fouda, Yasser M.

Publication type:

Article

Prediction and Screening of Lead-Free Double Perovskite Photovoltaic Materials Based on Machine Learning.

Published in:

Molecules, 2025, v. 30, n. 11, p. 2378, doi. 10.3390/molecules30112378

By:

Wang, Juan;
Wang, Yizhe;
Liu, Xiaoqin;
Wang, Xinzhong

Publication type:

Article

Risk and Optimal Policies in Bandit Experiments.

Published in:

Econometrica, 2025, v. 93, n. 3, p. 1003, doi. 10.3982/ECTA21075

By:

Adusumilli, Karun

Publication type:

Article

Improved method for a pedestrian detection model based on YOLO.

Published in:

Frontiers of Agricultural Science & Engineering, 2025, v. 12, n. 2, p. 245, doi. 10.15302/J-FASE-2025613

By:

Yanfei LI;
Chengyi DONG

Publication type:

Article

Utilising Machine Learning Approaches for Enhanced Landslide Susceptibility Mapping in Sikkim, India.

Published in:

Geological Journal, 2025, v. 60, n. 5, p. 1150, doi. 10.1002/gj.5198

By:

Roy, Sujit Kumar;
Dey, Sumon;
Das, Jayanta;
Hossen, Billal;
Das, Swarup;
Hasan, Md. Mahmudul;
Mojumder, Pratik

Publication type:

Article

Comparative analysis of machine learning algorithms for predicting depression among individuals with diabetes.

Published in:

Middle East Current Psychiatry, 2025, v. 32, n. 1, p. 1, doi. 10.1186/s43045-025-00538-6

By:

Bourkhime, Hind;
Qarmiche, Noura;
Benmaamar, Soumaya;
Lazar, Nada;
Omari, Mohammed;
Berraho, Mohamed;
Tachfouti, Nabil;
El Fakir, Samira;
El Ouahabi, Hanan;
Otmani, Nada

Publication type:

Article

Margin weighted robust discriminant score for feature selection in imbalanced gene expression classification.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0325147

By:

Gul, Sheema;
Muhammad Khan, Dost;
Aldahmani, Saeed;
Khan, Zardad

Publication type:

Article

Research on social bot identification through behavioral feature analysis.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0324539

By:

Zhang, Peng;
Du, Yinghui;
Wang, Qilei;
Zhang, Jiyang;
Qin, Ruiqing

Publication type:

Article

基于机器学习的高压转子危险点温度预测.

Published in:

Journal of Southeast University / Dongnan Daxue Xuebao, 2025, v. 55, n. 3, p. 831, doi. 10.3969/j.issn.1001-0505.2025.03.025

By:

潘蕾;
陈帅;
王海涛;
张君正

Publication type:

Article

Identification of the small-scale scattered flash floods based on high-resolution DEM.

Published in:

Environmental Earth Sciences, 2025, v. 84, n. 11, p. 1, doi. 10.1007/s12665-025-12308-y

By:

Yang, Haiqing;
Xiao, Yuling;
Li, Xingyue;
Chen, Nian

Publication type:

Article

Advancing soil temperature forecasts: an integrated evaluation of input variable selection techniques and their synergistic potential in predictive modelling.

Published in:

Environmental Earth Sciences, 2025, v. 84, n. 10, p. 1, doi. 10.1007/s12665-025-12254-9

By:

Biazar, Seyed Mostafa;
Golmohammadi, Golmar;
Nehunuri, Rohith;
Saha, Amartya;
Mohammadi, Kourosh

Publication type:

Article

A novel feature fusion and mountain gazelle optimizer based framework for the recognition of jute pests in sustainable agriculture.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-00642-x

By:

Kiziloluk, Soner;
Karaduman, Mucahit;
Aslan, Serpil;
Yildirim, Muhammed;
Khan, Muhammad Attique;
Alhayan, Fatimah;
Nam, Yunyoung

Publication type:

Article

Bio inspired optimization techniques for disease detection in deep learning systems.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-02846-7

By:

Ashwini, A.;
Chirchi, Vanajaroselin;
Balasubramaniam, S.;
Shah, Mohd Asif

Publication type:

Article

Multi strategy Horned Lizard Optimization Algorithm for complex optimization and advanced feature selection problems.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01205-7

By:

Emam, Marwa M.;
Hosney, Mosa E.;
Mostafa, Reham R.;
Houssein, Essam H.

Publication type:

Article

A Clinical Risk Prediction Model for Depressive Disorders Based on Seven Machine Learning Algorithms.

Published in:

International Journal of General Medicine, 2025, v. 18, p. 2461, doi. 10.2147/IJGM.S524016

By:

Jin, Weifeng;
Chen, Shuzi;
Wang, Mengxia;
Lin, Ping

Publication type:

Article

Sex-Specific Ensemble Models for Type 2 Diabetes Classification in the Mexican Population.

Published in:

Diabetes, Metabolic Syndrome & Obesity: Targets & Therapy, 2025, v. 18, p. 1501, doi. 10.2147/DMSO.S517905

By:

Mendoza-Mendoza, Miguel M;
Acosta-Jiménez, Samara;
Galván-Tejada, Carlos E;
Maeda-Gutiérrez, Valeria;
Celaya-Padilla, José M;
Galván-Tejada, Jorge I;
Cruz, Miguel

Publication type:

Article

A Machine Learning Model for Predicting Breast Cancer Recurrence and Supporting Personalized Treatment Decisions Through Comprehensive Feature Selection and Explainable Ensemble Learning.

Published in:

Cancer Management & Research, 2025, v. 17, p. 917, doi. 10.2147/CMAR.S514693

By:

Lee, Tsair-Fwu;
Shiau, Jun-Ping;
Chen, Chia-Hui;
Yun, Wen-Ping;
Wuu, Cheng-Shie;
Huang, Yu-Jie;
Yeh, Shyh-An;
Chen, Hui-Chun;
Chao, Pei-Ju

Publication type:

Article

The 20 m Africa rice distribution map of 2023.

Published in:

Earth System Science Data, 2025, v. 17, n. 5, p. 1781, doi. 10.5194/essd-17-1781-2025

By:

Jiang, Jingling;
Zhang, Hong;
Ge, Ji;
Zuo, Lijun;
Xu, Lu;
Song, Mingyang;
Ding, Yinhaibin;
Xie, Yazhe;
Huang, Wenjiang

Publication type:

Article

Model-Based Causal Feature Selection for General Response Types.

Published in:

Journal of the American Statistical Association, 2025, v. 120, n. 550, p. 1090, doi. 10.1080/01621459.2024.2395588

By:

Kook, Lucas;
Saengkyongam, Sorawit;
Lundborg, Anton Rask;
Hothorn, Torsten;
Peters, Jonas

Publication type:

Article

Machine Learning Based Early Diagnosis of ADHD with SHAP Value Interpretation: A Retrospective Observational Study.

Published in:

Neuropsychiatric Disease & Treatment, 2025, v. 21, p. 1075, doi. 10.2147/NDT.S519492

By:

Zhang, Xinyu;
Xiao, Xue;
Luo, Yufan;
Xiao, Wei;
Cao, Yingsi;
Chang, Yuanjin;
Wu, Dongqin;
Xu, Hua;
Zhao, Jinlin;
Deng, Xianhui;
Jiang, Yuanying;
Xie, Ruijin;
Liu, Yueying

Publication type:

Article

Enhancing seasonal streamflow prediction using multistage hybrid stochastic data-driven deep learning methodology with deep feature selection.

Published in:

Environmental & Ecological Statistics, 2025, v. 32, n. 2, p. 409, doi. 10.1007/s10651-024-00642-6

By:

Iqbal, Asif;
Siddiqi, Tanveer Ahmed

Publication type:

Article

Enhanced Multimodal Physiological Signal Analysis for Pain Assessment Using Optimized Ensemble Deep Learning.

Published in:

Computer Modeling in Engineering & Sciences (CMES), 2025, v. 143, n. 2, p. 2459, doi. 10.32604/cmes.2025.065817

By:

Gasmi, Karim;
Hrizi, Olfa;
Aoun, Najib Ben;
Alrashdi, Ibrahim;
Alqazzaz, Ali;
Hamid, Omer;
Altaieb, Mohamed O.;
Abdalrahman, Alameen E. M.;
Ammar, Lassaad Ben;
Mrabet, Manel;
Necibi, Omrane

Publication type:

Article

BioSkinNet: A Bio-Inspired Feature-Selection Framework for Skin Lesion Classification.

Published in:

Computer Modeling in Engineering & Sciences (CMES), 2025, v. 143, n. 2, p. 2333, doi. 10.32604/cmes.2025.064079

By:

Akram, Tallha;
Almarshad, Fahdah;
Alsuhaibani, Anas;
Naqvi, Syed Rameez

Publication type:

Article

A review of case study on different metaheuristic optimization techniques for disease detection and classification.

Published in:

Computer Methods in Biomechanics & Biomedical Engineering, 2025, v. 28, n. 8, p. 1354, doi. 10.1080/10255842.2025.2495249

By:

More, Priyanka S.;
Saini, Baljit Singh;
Sharma, Rakesh Kumar;
More, Shivaprasad S

Publication type:

Article

Identification and segregation of genes with improved recurrent neural network trained with optimal gene level and mutation level features.

Published in:

Computer Methods in Biomechanics & Biomedical Engineering, 2025, v. 28, n. 8, p. 1111, doi. 10.1080/10255842.2024.2311322

By:

Pukhta, Irfan Rashid;
Rout, Ranjeet Kumar

Publication type:

Article

TRANS: a prediction model for EGFR mutation status in NSCLC based on radiomics and clinical features.

Published in:

Respiratory Research, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12931-025-03287-6

By:

Chen, Zhigang;
Lu, Huiying;
Liu, Ao;
Weng, Jia;
Gan, Lei;
Zhou, Lina;
Ding, Xiao;
Li, Shicheng

Publication type:

Article

A systematic comparison of short-term and long-term mortality prediction in acute myocardial infarction using machine learning models.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03052-1

By:

Yang, Yawei;
Tang, Junjie;
Ma, Liping;
Wu, Feng;
Guan, Xiaoqing

Publication type:

Article

Integrative Analysis of Shared Pathogenic Genes and Potential Mechanisms in Gardnerella vaginalis and Persistent HPV16 Infection.

Published in:

Mediators of Inflammation, 2025, v. 2025, p. 1, doi. 10.1155/mi/2582989

By:

Li, Ye;
Wang, Yue;
Liu, Xianhua;
Xue, Huifeng;
Wang, Liying;
Zhang, Maotong;
Sun, Pengming;
Brzozowski, Tomasz

Publication type:

Article

CL-FusionBEV: A Cross-Attention Based Fusion Model for Camera and LiDAR in Bird's Eye View Perception.

Published in:

Fusion: Practice & Applications, 2024, v. 19, n. 2, p. 15, doi. 10.54216/FPA.190202

By:

Samyuktha, S. P.;
Renuka, S.;
Priyaa, R. Shakthi;
D. S., Angel Meriba;
M., Maheshwari;
M., Megavarshini;
Malathi, S.

Publication type:

Article

A Privacy Based Deep Learning Algorithm for Big Data Analytics.

Published in:

Informatica (03505596), 2025, v. 49, n. 2, p. 455, doi. 10.31449/inf.v49i2.8763

By:

Vinod, D. Franklin;
Ahlawat, Neha

Publication type:

Article