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:
- Publication type:
- Article
Works matching DE "FEATURE selection"
Results: 5000
1
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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
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- Publication type:
- Article
3
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
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- Publication type:
- Article
4
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
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- Publication type:
- Article
5
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
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- Publication type:
- Article
6
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
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- Publication type:
- Article
7
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
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- Publication type:
- Article
8
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
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- Publication type:
- Article
9
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
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- Publication type:
- Article
10
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
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- Publication type:
- Article
11
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
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- Publication type:
- Article
12
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
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- Publication type:
- Article
13
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
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- Publication type:
- Article
14
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
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- Publication type:
- Article
15
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
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- Publication type:
- Article
16
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
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- Publication type:
- Article
17
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
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- Publication type:
- Article
18
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
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- Publication type:
- Article
19
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
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- Publication type:
- Article
20
Time‐Series Factor Modeling and Selection.
- Published in:
- Journal of Financial Research, 2025, v. 48, n. 2, p. 839, doi. 10.1111/jfir.12429
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- Publication type:
- Article
21
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:
- Publication type:
- Article
22
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:
- Publication type:
- Article
23
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:
- Publication type:
- Article
24
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:
- Publication type:
- Article
25
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:
- Publication type:
- Article
26
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
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- Publication type:
- Article
27
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
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- Publication type:
- Article
28
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:
- Publication type:
- Article
29
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:
- Publication type:
- Article
30
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
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- Publication type:
- Article
31
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
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- Publication type:
- Article
32
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
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- Publication type:
- Article
33
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:
- Publication type:
- Article
34
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:
- Publication type:
- Article
35
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:
- Publication type:
- Article
36
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:
- Publication type:
- Article
37
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:
- Publication type:
- Article
38
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:
- Publication type:
- Article
39
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:
- Publication type:
- Article
40
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:
- Publication type:
- Article
41
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:
- Publication type:
- Article
42
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:
- Publication type:
- Article
43
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:
- Publication type:
- Article
44
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:
- Publication type:
- Article
45
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:
- Publication type:
- Article
46
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:
- Publication type:
- Article
47
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:
- Publication type:
- Article
48
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:
- Publication type:
- Article
49
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:
- Publication type:
- Article
50
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:
- Publication type:
- Article