Works matching DE "FEATURE selection"

Results: 5000

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

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

Makine Öğrenimi Yaklaşımları Kullanarak El Hareketi Tabanlı Biyometrik Kimlik Doğrulama.

Published in:

Bilecik Seyh Edebali University Journal of Science / Bilecik Şeyh Edebali Üniversitesi Sosyal Bilimler Dergisi, 2025, v. 12, n. 1, p. 274, doi. 10.35193/bseufbd.1555404

By:

Katılmış, Zekeriya

Publication type:

Article

A Novel Deep Feature Extraction Approach Based on DenseNet201 and ResNet50 for Cotton Leaf Disease Detection.

Published in:

Dicle University Journal of Engineering / Dicle Üniversitesi Mühendislik Dergisi, 2025, v. 16, n. 1, p. 125, doi. 10.24012/dumf.1614458

By:

BAYĞIN, Nursena

Publication type:

Article

Time‐Series Factor Modeling and Selection.

Published in:

Journal of Financial Research, 2025, v. 48, n. 2, p. 839, doi. 10.1111/jfir.12429

By:

Michaelides, Michael

Publication type:

Article

Explainable machine learning models for mortality prediction in patients with sepsis in tertiary care hospital ICU in low- to middle-income countries.

Published in:

Intensive Care Medicine Experimental, 2025, v. 13, n. 1, p. 1, doi. 10.1186/s40635-025-00765-5

By:

Diwan, Saumya;
Gandhi, Vinay;
Baidya Kayal, Esha;
Khanna, Puneet;
Mehndiratta, Amit

Publication type:

Article

Single-cell transcriptomics in colorectal cancer uncover the potential of metastasis and immune dysregulation of a cell cluster overexpressed PRSS22.

Published in:

Frontiers in Immunology, 2025, p. 1, doi. 10.3389/fimmu.2025.1586428

By:

Xu, Chengyuan;
Zhou, Ziheng;
Zhu, Dongfei;
Zhang, Qingyun;
Zhong, Shoubin;
Li, Zhenhua

Publication type:

Article

An impedance-based beef freshness detection method using GcForest learning model.

Published in:

Journal of Food Measurement & Characterization, 2025, v. 19, n. 6, p. 4093, doi. 10.1007/s11694-025-03236-3

By:

Li, Xinxing;
Li, Shu;
Tian, Jianjun;
Liang, Buwen

Publication type:

Article

Variable selection in sparse multivariate GLARMA models: application to germination control by environment.

Published in:

Statistical Methods & Applications, 2025, v. 34, n. 2, p. 291, doi. 10.1007/s10260-025-00786-0

By:

Gomtsyan, Marina;
Lévy-Leduc, Céline;
Ouadah, Sarah;
Sansonnet, Laure;
Bailly, Christophe;
Rajjou, Loïc

Publication type:

Article

Statistical Method for Identification of Alzheimer Disease With Multimodal Predictive Markers Mild Cognitive Impairment.

Published in:

Basic & Clinical Neuroscience, 2025, v. 16, p. 233, doi. 10.32598/bcn.2024.2034.7

By:

Zarei, Soheil;
Shalbaf, Reza;
Shalbaf, Ahmad

Publication type:

Article

Evolutionary Sparsity Regularisation-Based Feature Selection for Binary Classification.

Published in:

Evolutionary Computation, 2025, v. 33, n. 2, p. 215, doi. 10.1162/evco_a_00358

By:

Nguyen, Bach Hoai;
Xue, Bing;
Zhang, Mengjie

Publication type:

Article

Machine Learning Classification with Logistic Regression Feature Selection Approach on Health Datasets.

Published in:

IAENG International Journal of Applied Mathematics, 2025, v. 55, n. 6, p. 1658

By:

Pongthao, J.;
Na-udom, A.;
Rungrattanaubol, J.

Publication type:

Article

Early detection of occupational stress: Enhancing workplace safety with machine learning and large language models.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0323265

By:

Hasan, Mohammad Junayed;
Sultana, Jannat;
Ahmed, Silvia;
Momen, Sifat

Publication type:

Article

The underlying signals of efficiency in European universities: a combined efficiency and machine learning approach.

Published in:

Studies in Higher Education, 2025, v. 50, n. 6, p. 1306, doi. 10.1080/03075079.2024.2370948

By:

Dipierro, Anna Rita;
De Witte, Kristof

Publication type:

Article

Development and Validation of an Explainable Machine Learning Model for Warning of Hepatitis E Virus‐Related Acute Liver Failure.

Published in:

Liver International, 2025, v. 45, n. 6, p. 1, doi. 10.1111/liv.70129

By:

Dong, Rui;
Luo, Zhenghan;
Xue, Hong;
Shao, Jianguo;
Chen, Lin;
Jin, Wenjuan;
Yang, Lingmei;
Shen, Chao;
Xu, Minzhi;
Wu, Mengping;
Wang, Jie

Publication type:

Article

APPLICATION OF MULTI-CRITERIA OPTIMIZATION FOR FEATURE SELECTION IN MACHINE LEARNING BASED RISK CLASSIFICATION SUPPORTING SUPPLY CHAIN MANAGEMENT.

Published in:

Scientific Papers of Silesian University of Technology. Organization & Management / Zeszyty Naukowe Politechniki Slaskiej. Seria Organizacji i Zarzadzanie, 2025, n. 221, p. 581, doi. 10.29119/1641-3466.2025.221.32

By:

TOPOLSKA, Katarzyna

Publication type:

Article

Advancing CVD Risk Prediction with Transformer Architectures and Statistical Risk Factor Filtering.

Published in:

Technologies (2227-7080), 2025, v. 13, n. 5, p. 201, doi. 10.3390/technologies13050201

By:

Dubey, Parul;
Dubey, Pushkar;
Bokoro, Pitshou N.

Publication type:

Article

Multi-Domain Feature Incorporation of Lightweight Convolutional Neural Networks and Handcrafted Features for Lung and Colon Cancer Diagnosis.

Published in:

Technologies (2227-7080), 2025, v. 13, n. 5, p. 173, doi. 10.3390/technologies13050173

By:

Attallah, Omneya

Publication type:

Article

Enhanced CO 2 Emissions Prediction Using Temporal Fusion Transformer Optimized by Football Optimization Algorithm.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 10, p. 1627, doi. 10.3390/math13101627

By:

Alhussan, Amel Ali;
Metwally, Marwa

Publication type:

Article

Intelligent Selection of Spectral Bands from High-Precision Spectroradiometer Measurements for Optimizing Cocoa Bean Classification.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 1976, doi. 10.3390/electronics14101976

By:

Ayikpa, Kacoutchy Jean;
Mamadou, Diarra;
Ballo, Abou Bakary;
Gouton, Pierre

Publication type:

Article

Insulation Defect Diagnosis Using a Random Forest Algorithm with Optimized Feature Selection in a Gas-Insulated Line Breaker.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 1940, doi. 10.3390/electronics14101940

By:

Lee, Gyeong-Yeol;
Kil, Gyung-Suk

Publication type:

Article

Open-Circuit Fault Diagnosis in 3ϕ V/F-Controlled VSIs Under Variable Load Conditions at Different Frequencies Using Park's Vector Normalization and Extreme Gradient Boosting.

Published in:

Processes, 2025, v. 13, n. 5, p. 1313, doi. 10.3390/pr13051313

By:

Tupe-Waghmare, Priyanka;
Ganvir, Neha;
Dhumale, R. B.;
Nanthaamornphong, Aziz

Publication type:

Article

Investigating the Genetic Links Between Immune Cell Profiles and Bladder Cancer: A Multidisciplinary Bioinformatics Approach.

Published in:

Biomedicines, 2025, v. 13, n. 5, p. 1203, doi. 10.3390/biomedicines13051203

By:

Zhang, Jin;
Jiang, Zhongji;
Jin, Jiali;
Kadeerhan, Gaohaer;
Guo, Hong;
Wang, Dongwen

Publication type:

Article

Acute Myeloid Leukemia Genome Characterization Study and Subtype Classification Employing Feature Selection and Bayesian Networks.

Published in:

Biomedicines, 2025, v. 13, n. 5, p. 1067, doi. 10.3390/biomedicines13051067

By:

Li, Zhenzhen;
Li, Jingwen;
Li, Sifan;
Wang, Yangyang;
Wang, Jihan

Publication type:

Article

Moving Beyond Indices: A Systematic Approach Integrating Food System Performance and Characteristics for Comprehensive Food Security Assessment.

Published in:

Foods, 2025, v. 14, n. 10, p. 1834, doi. 10.3390/foods14101834

By:

A. Al-Ansari, Muna;
Nabeel, Hamad;
Abdella, Galal M.;
El Mekkawy, Tarek

Publication type:

Article

Deep learning driven interpretable and informed decision making model for brain tumour prediction using explainable AI.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03358-0

By:

Adnan, Khan Muhammad;
Ghazal, Taher M.;
Saleem, Muhammad;
Farooq, Muhammad Sajid;
Yeun, Chan Yeob;
Ahmad, Munir;
Lee, Sang-Woong

Publication type:

Article

Distributed denial of service (DDoS) classification based on random forest model with backward elimination algorithm and grid search algorithm.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03868-x

By:

Sawah, Mohamed S.;
Elmannai, Hela;
El-Bary, Alaa A.;
Lotfy, Kh.;
Sheta, Osama E.

Publication type:

Article

Deep convolutional fuzzy neural networks with stork optimization on chronic cardiovascular disease monitoring for pervasive healthcare services.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-02924-w

By:

Mohamed, Nuzaiha;
Lafi Almutairi, Reem;
Abdelrahim, Sayda;
Alharbi, Randa;
Alhomayani, Fahad M.;
Alsulami, Amer;
Alkhalaf, Salem

Publication type:

Article

The analysis of motion recognition model for badminton player movements using machine learning.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-02771-9

By:

Zhu, Xuanmin;
Liu, Lizhi;
Huang, Jingshuo;
Chen, Genyan;
Ling, Xi;
Chen, Yanshuo

Publication type:

Article

Research on multi-algorithm and explainable AI techniques for predictive modeling of acute spinal cord injury using multimodal data.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-93006-4

By:

Tai, Jiaojiao;
Wang, Linbang;
Xie, Yijun;
Li, Yang;
Fu, Hua;
Ma, Xiaowen;
Li, Haiyan;
Li, Xinying;
Yan, Ziqiang;
Liu, Jingkun

Publication type:

Article

Classification of biomedical lung cancer images using optimized binary bat technique by constructing oblique decision trees.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-02954-4

By:

Aswal, Shobha;
Ahuja, Neelu Jyothi;
Mehra, Ritika

Publication type:

Article

Radiomics and AI-Based Prediction of MGMT Methylation Status in Glioblastoma Using Multiparametric MRI: A Hybrid Feature Weighting Approach.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 10, p. 1292, doi. 10.3390/diagnostics15101292

By:

Tasci, Erdal;
Zhuge, Ying;
Zhang, Longze;
Ning, Holly;
Cheng, Jason Y.;
Miller, Robert W.;
Camphausen, Kevin;
Krauze, Andra V.

Publication type:

Article

Elucidating the Prognostic and Therapeutic Implications of Insulin Resistance Genes in Breast Cancer: A Machine Learning-Powered Analysis.

Published in:

Biology (2079-7737), 2025, v. 14, n. 5, p. 539, doi. 10.3390/biology14050539

By:

Wei, Lengyun;
Li, Dashuai;
Chen, Hongjin;
Pu, Yajing;
Wang, Qun;
Li, Jintao;
Zhou, Meng;
Liu, Chenfeng;
Long, Pengpeng

Publication type:

Article

Prediction of Enthalpy of Mixing of Binary Alloys Based on Machine Learning and CALPHAD Assessments.

Published in:

Metals (2075-4701), 2025, v. 15, n. 5, p. 480, doi. 10.3390/met15050480

By:

Huang, Shuangying;
Wang, Guangyu;
Cao, Zhanmin

Publication type:

Article

A Remaining Useful Life Prediction Method for Rolling Bearings Based on Hierarchical Clustering and Transformer–GRU.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5369, doi. 10.3390/app15105369

By:

Lei, Wenping;
Dong, Xing;
Cui, Fuyuan;
Huang, Guangzhong

Publication type:

Article

Preliminary Development of a Database for Detecting Active Mounting Behaviors Using Signals Acquired from IoT Collars in Free-Grazing Cattle.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3233, doi. 10.3390/s25103233

By:

Guarda-Vera, Miguel;
Muñoz-Poblete, Carlos

Publication type:

Article

A Short-Term Risk Prediction Method Based on In-Vehicle Perception Data.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3213, doi. 10.3390/s25103213

By:

Yao, Xinpeng;
Lyu, Nengchao;
Liu, Mengfei

Publication type:

Article

Development of Non-Invasive Continuous Glucose Prediction Models Using Multi-Modal Wearable Sensors in Free-Living Conditions.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3207, doi. 10.3390/s25103207

By:

Karunarathna, Thilini S.;
Liang, Zilu

Publication type:

Article

Data Fusion of Electronic Nose and Multispectral Imaging for Meat Spoilage Detection Using Machine Learning Techniques.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3198, doi. 10.3390/s25103198

By:

Kodogiannis, Vassilis S.;
Alshejari, Abeer

Publication type:

Article

FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional Regressions.

Published in:

Journal of Computational & Graphical Statistics, 2025, v. 34, n. 2, p. 567, doi. 10.1080/10618600.2024.2407464

By:

Boschi, Tobia;
Testa, Lorenzo;
Chiaromonte, Francesca;
Reimherr, Matthew

Publication type:

Article

Intrusion Detection System Using Hybrid Convolutional Neural Network.

Published in:

Mobile Networks & Applications, 2024, v. 29, n. 6, p. 1719, doi. 10.1007/s11036-023-02223-6

By:

Samha, Amani K.;
Malik, Nidhi;
Sharma, Deepak;
S, Kavitha;
Dutta, Papiya

Publication type:

Article

Modeling the Ningbo Container Freight Index Through Deep Learning: Toward Sustainable Shipping and Regional Economic Resilience.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 10, p. 4655, doi. 10.3390/su17104655

By:

Wu, Haochuan;
Gong, Chi

Publication type:

Article

Data-driven approach for optimizing the Czochralski process and predictive modeling: A finite element and machine learning analysis.

Published in:

International Journal of Advanced Manufacturing Technology, 2025, v. 138, n. 7, p. 3077, doi. 10.1007/s00170-025-15726-1

By:

Maurya, Swami Nath;
Dezfoli, Amir Reza Ansari;
Lin, Li-Shang

Publication type:

Article

Exploring Factors Causing the Mathematics Performance Gaps of Different Genders Using an Explainable Machine Learning.

Published in:

Computer Applications in Engineering Education, 2025, v. 33, n. 3, p. 1, doi. 10.1002/cae.70014

By:

Huang, Ying;
Zhou, Ying;
Wu, Danyan

Publication type:

Article