Exploration and Improvement of Capabilities of LLMs in Code Refinement Task.
- Published in:
- International Journal of Software & Informatics, 2025, v. 15, n. 2, p. 175, doi. 10.21655/ijsi.1673-7288.00364
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- Publication type:
- Article
Works matching DE "ENSEMBLE learning"
Results: 1239
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Synthetic Minority Over-sampling Technique for detecting Malicious Traffic targeting Internet of Things' devices.
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- Journal of Internet Services & Applications, 2025, v. 16, n. 1, p. 324, doi. 10.5753/jisa.2025.5251
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- Publication type:
- Article
3
Thin-walled Workpiece Milling Deformation Error Prediction Based on Multi-source Information Fusion and Ensemble Learning.
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- China Mechanical Engineering, 2025, v. 36, n. 6, p. 1261, doi. 10.3969/j.issn.1004-132X.2025.06.013
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- Publication type:
- Article
4
Machine learning-driven prognostic prediction model for composite small cell lung cancer: identifying risk factors with network tools and validation using SEER data and external cohorts.
- Published in:
- Frontiers in Oncology, 2025, p. 1, doi. 10.3389/fonc.2025.1633635
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- Article
5
MRI ensemble model of plaque and perivascular adipose tissue as PET-equivalent for identifying carotid atherosclerotic inflammation.
- Published in:
- EJNMMI Research, 2025, v. 15, n. 1, p. 1, doi. 10.1186/s13550-025-01293-9
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- Publication type:
- Article
6
Optimizing machine learning model selection for landslide susceptibility mapping: analysis of similar performance metrics and the critical role of multi-criteria evaluation.
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- Environmental Science & Pollution Research, 2025, v. 32, n. 30, p. 18434, doi. 10.1007/s11356-025-36761-1
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- Article
7
Identification of Gene Expression Profile in Inflammatory Breast Cancer Patients Using Machine Learning Method.
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- Russian Journal of Genetics, 2025, v. 61, n. 7, p. 867, doi. 10.1134/S1022795425700383
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- Article
8
Have socioeconomic determinants of national suicide rates changed over 20 years? A model averaging approach.
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- Applied Economics, 2025, v. 57, n. 38, p. 5890, doi. 10.1080/00036846.2024.2372117
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- Article
9
Optimized Deep Feature Learning with Hybrid Ensemble Soft Voting for Early Breast Cancer Histopathological Image Classification.
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- Computers, Materials & Continua, 2025, v. 84, n. 3, p. 4869, doi. 10.32604/cmc.2025.064944
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- Article
10
Prediction of the Multiaxial Fatigue Life of Metals Using Machine Learning Methods.
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- Strength of Materials, 2025, v. 57, n. 2, p. 279, doi. 10.1007/s11223-025-00764-7
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- Publication type:
- Article
11
Utilizing Deep Convolutional Neural Networks and Hybrid Classification for Gastrointestinal Disease Diagnosis from Capsule Endoscopy Images.
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- Journal of Biomedical Physics & Engineering, 2025, v. 15, n. 4, p. 369, doi. 10.31661/jbpe.v0i0.2301-1590
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- Article
12
Exploring the Elastic Properties of Interfacial Transition Zone in Concrete Materials Using an Ensemble Learning Approach.
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- International Journal for Numerical & Analytical Methods in Geomechanics, 2025, v. 49, n. 12, p. 2763, doi. 10.1002/nag.4009
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- Publication type:
- Article
13
Symptom-Based Detection of COVID-19 Cases Using Machine Learning Algorithms.
- Published in:
- Journal of Intelligent Systems & Internet of Things, 2026, v. 18, n. 1, p. 341, doi. 10.54216/JISIoT.180126
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- Article
14
Ensemble Learning-Based Intrusion Detection and Classification for Securing IoT Networks: An Optimized Strategy for Threat Detection and Prevention.
- Published in:
- Journal of Intelligent Systems & Internet of Things, 2025, v. 17, n. 2, p. 101, doi. 10.54216/JISIoT.170208
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- Publication type:
- Article
15
A conformal regressor for predicting negative conversion time of Omicron patients.
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- Medical & Biological Engineering & Computing, 2025, v. 63, n. 8, p. 2485, doi. 10.1007/s11517-024-03029-8
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- Article
16
Design of stacked ensemble classifier for skin cancer detection.
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- Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 34705, doi. 10.1007/s11042-025-20630-7
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- Article
17
A two-stage ensemble approach for the analysis of Parkinson's Disease using speech signals.
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- Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 33453, doi. 10.1007/s11042-025-20599-3
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- Article
18
Application of XGBoost algorithm and grid search hyperparameter tuning to study health effects among individuals in the industrial area.
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- Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 34449, doi. 10.1007/s11042-024-20592-2
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- Publication type:
- Article
19
IensNet: A novel and efficient approach for iris spoof detection via ensemble of deep models.
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- Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 33237, doi. 10.1007/s11042-024-20524-0
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- Publication type:
- Article
20
Multimodal random subspace for breast cancer molecular subtypes prediction by integrating multi-dimensional data.
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- Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 32671, doi. 10.1007/s11042-024-20504-4
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- Article
21
A novel word recognition system in Persian/Arabic handwritten words using stacking ensemble classifier of deep learning.
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- Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 31975, doi. 10.1007/s11042-024-20467-6
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- Publication type:
- Article
22
Graph coloring based feature partitioning for multi-view convolutional neural networks.
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- Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 31865, doi. 10.1007/s11042-024-20459-6
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- Publication type:
- Article
23
IWF-ECTIC: Improved Wiener filtering and ensemble of classification model for tourism image classification.
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- Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 32027, doi. 10.1007/s11042-024-20452-z
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- Publication type:
- Article
24
Cost prediction for product development using hybrid deep learning model: a meta-heuristic model.
- Published in:
- Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 33307, doi. 10.1007/s11042-024-20437-y
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- Article
25
Student adaptivity classification in online education through stacked ensemble learning.
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- Multimedia Tools & Applications, 2025, v. 84, n. 26, p. 31119, doi. 10.1007/s11042-024-20421-6
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- Article
26
Development of a machine learning model for predicting renal damage in children with closed spinal dysraphism.
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- BMC Pediatrics, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12887-025-05936-7
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- Article
27
Prediction of coal mine water conduction fracture zone height based on integrated learning model.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13627-7
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- Article
28
INTEGRATING MACHINE LEARNING INTO ALZHEIMER'S RESEARCH: A CLINICAL DECISION SUPPORT SYSTEM APPROACH.
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- Turkish Journal of Geriatrics / Türk Geriatri Dergisi, 2025, v. 28, n. 2, p. 137, doi. 10.29400/tjgeri.2025.430
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- Article
29
An integrated predictive model for Alzheimer's disease progression from cognitively normal subjects using generated MRI and interpretable AI.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13478-2
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- Publication type:
- Article
30
Semiparametric model averaging prediction in nested case-control studies.
- Published in:
- Journal of Applied Statistics, 2025, v. 52, n. 10, p. 1904, doi. 10.1080/02664763.2024.2447324
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- Article
31
An Exploratory Application of Machine Learning Algorithms in Estimating Net Salaries in Romania.
- Published in:
- Romanian Economic Journal, 2025, v. 27, n. 90, p. 184, doi. 10.24818/REJ/2025/90/07
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- Article
32
Will they stay or will they go? application of machine learning classifiers of purchase and churn prediction to a digital journalistic platform.
- Published in:
- Journal of Media Business Studies, 2025, v. 22, n. 3, p. 237, doi. 10.1080/16522354.2024.2444075
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- Article
33
Improving Hate Speech Classification Through Ensemble Learning and Explainable AI Techniques.
- Published in:
- Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 15, p. 11631, doi. 10.1007/s13369-024-09540-2
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- Article
34
An optimized stacking-based TinyML model for attack detection in IoT networks.
- Published in:
- PLoS ONE, 2025, v. 20, n. 8, p. 1, doi. 10.1371/journal.pone.0329227
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- Article
35
Detection of false position attacks in VANETs through bagging ensemble learning.
- Published in:
- PLoS ONE, 2025, v. 20, n. 8, p. 1, doi. 10.1371/journal.pone.0328829
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- Publication type:
- Article
36
Wind power prediction with accurate identification of ramp events based on Interval-SMOTE oversampling and ensemble learning.
- Published in:
- Wind Engineering, 2025, v. 49, n. 4, p. 1080, doi. 10.1177/0309524X251317513
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- Publication type:
- Article
37
A multi-stage multivariable offshore wind speed assessment system incorporating statistical analysis, decomposition, feature selection, bias correction, and attention-based hybrid prediction.
- Published in:
- Wind Engineering, 2025, v. 49, n. 4, p. 1056, doi. 10.1177/0309524X251314204
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- Publication type:
- Article
38
A hybrid model based on LSTM neural networks with attention mechanism for short-term wind power forecasting.
- Published in:
- Wind Engineering, 2025, v. 49, n. 4, p. 884, doi. 10.1177/0309524X231191163
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- Publication type:
- Article
39
Uncertainty Analysis of Machine Learning Methods To Estimate Snow Water Equivalent Using Meteorological and Remote Sensing Data.
- Published in:
- Water Resources Management, 2025, v. 39, n. 9, p. 4471, doi. 10.1007/s11269-025-04164-z
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- Publication type:
- Article
40
Modeling of nanomaterial toxicity using a model averaging approach.
- Published in:
- Journal of Nanoparticle Research, 2025, v. 27, n. 7, p. 1, doi. 10.1007/s11051-025-06371-6
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- Publication type:
- Article
41
Mapping groundwater potentiality by using hybrid machine learning models under the scenario of climate variability: a national level study of Bangladesh.
- Published in:
- Environment, Development & Sustainability, 2025, v. 27, n. 8, p. 19799, doi. 10.1007/s10668-024-04687-2
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- Publication type:
- Article
42
基于机器学习的致密砂岩储层成岩相测井识别: 以川中地区沙溪庙组一段为例.
- Published in:
- Science Technology & Engineering, 2025, v. 25, n. 21, p. 8858, doi. 10.12404/j.issn.1671-1815.2406016
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- Publication type:
- Article
43
BREAST-RANKNet: a fuzzy rank-based ensemble of CNNs with residual learning for enhanced breast cancer detection from ultrasound and mammogram images.
- Published in:
- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01250-2
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- Publication type:
- Article
44
A deep neural network combined with a two-stage ensemble model for detecting cracks in concrete structures.
- Published in:
- Frontiers of Structural & Civil Engineering, 2025, v. 19, n. 7, p. 1091, doi. 10.1007/s11709-025-1199-y
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- Publication type:
- Article
45
Predicting bank inactivity: A comparative analysis of machine learning techniques for imbalanced data.
- Published in:
- Annals of Operations Research, 2025, v. 351, n. 1, p. 937, doi. 10.1007/s10479-024-06018-0
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- Publication type:
- Article
46
Investigating the Performance of Data-Driven Ensemble Machine Learning Models in Preliminary Designing Multi-Stage Friction Pendulum Bearings.
- Published in:
- Structural Engineering International, 2025, v. 35, n. 3, p. 435, doi. 10.1080/10168664.2024.2403587
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- Publication type:
- Article
47
Enhancing shear strength predictions of UHPC beams through hybrid machine learning approaches.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13444-y
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- Publication type:
- Article
48
Predicting stunting status among under five children in ethiopia using ensemblemachine learning algorithms.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03206-1
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- Publication type:
- Article
49
Mixture-of-experts graph transformers for interpretable particle collision detection.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-12003-9
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- Publication type:
- Article
50
Projected future changes in extreme climate indices affecting rice production in China using a multi-model ensemble of CMIP6 projections.
- Published in:
- Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1595367
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- Publication type:
- Article