Works matching DE "ENSEMBLE learning"

Results: 990

A Novel Machine and Deep Learning–Based Ensemble Techniques for Automatic Lung Cancer Detection.

Published in:

BioMed Research International, 2025, v. 2025, p. 1, doi. 10.1155/bmri/6666688

By:

Ansari, Mohd Munazzer;
Kumar, Shailendra;
Chola, Channabasava;
Heyat, Md Belal Bin;
Akhtar, Faijan;
Hayat, Mohd Ammar Bin;
Sayeed, Eram;
Parveen, Saba;
Abbasi, Rashid;
Pomary, Dustin;
Tyagi, Abhishek

Publication type:

Article

Comparative analysis of machine learning algorithms for money laundering detection.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00397-4

By:

Ajagbe, Sunday Adeola;
Majola, Simphiwe;
Mudali, Pragasen

Publication type:

Article

A multi model ensemble reveals net climate benefits from regenerative practices in US Midwest croplands.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08419-y

By:

Basso, Bruno;
Tadiello, Tommaso;
Millar, Neville;
Robertson, G. Philip;
Paustian, Keith;
Maureira, Fidel S.;
Albarenque, Susana;
Baer, Brian;
Price, Lydia;
Sharma, Prateek;
Villalobos, Chris;
Fowler, Ames;
Delandmeter, Mathieu;
Acutis, Marco;
Archontoulis, Sotirios;
Covey, Kristofer R.;
Doro, Luca;
Dumont, Benjamin;
Grace, Peter R.;
Hoogenboom, Gerrit

Publication type:

Article

Researching the detection of continuous gravitational waves based on signal processing and ensemble learning.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10723, doi. 10.1007/s00521-024-10744-8

By:

Pintelas, Emmanuel;
Livieris, Ioannis E.;
Pintelas, Panagiotis

Publication type:

Article

Memetic algorithm-based optimization of hybrid forecasting systems for multivariate time series.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10689, doi. 10.1007/s00521-024-10618-z

By:

Padilha, Guilherme Afonso Galindo;
Jung, Jason J.;
de Mattos Neto, Paulo S. G.

Publication type:

Article

A parameter-free nearest neighbor algorithm with reduced prediction time and improved performance through injected randomness.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10531, doi. 10.1007/s00521-024-10565-9

By:

Singh, Manpreet;
Chhabra, Jitender Kumar

Publication type:

Article

Feature analysis and ensemble-based fault detection techniques for nonlinear systems.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10465, doi. 10.1007/s00521-024-10551-1

By:

Bolboacă, Roland;
Haller, Piroska;
Genge, Bela

Publication type:

Article

Micro- and Macroparametric Uncertainty in Climate Change Prediction: A Large Ensemble Perspective.

Published in:

Bulletin of the American Meteorological Society, 2025, v. 106, n. 7, p. E1319, doi. 10.1175/BAMS-D-24-0064.1

By:

de Melo Viríssimo, Francisco;
Stainforth, David A.

Publication type:

Article

Machine Learning Prediction of Urban Heat Island Severity in the Midwestern United States.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6193, doi. 10.3390/su17136193

By:

Mansouri, Ali;
Erfani, Abdolmajid

Publication type:

Article

Spatial Prediction of Soil Organic Carbon Based on a Multivariate Feature Set and Stacking Ensemble Algorithm: A Case Study of Wei-Ku Oasis in China.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6168, doi. 10.3390/su17136168

By:

Cao, Zuming;
Luo, Xiaowei;
Wang, Xuemei;
Li, Dun

Publication type:

Article

Predicting Groundwater Level Dynamics and Evaluating the Impact of the South-to-North Water Diversion Project Using Stacking Ensemble Learning.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6120, doi. 10.3390/su17136120

By:

Wu, Hangyu;
Liu, Rong;
Lu, Chuiyu;
Sun, Qingyan;
Wu, Chu;
Yan, Lingjia;
Lu, Wen;
Zhou, Hang

Publication type:

Article

Safety Evaluation of Highways with Sharp Curves in Highland Mountainous Areas Using an Enhanced Stacking and Low-Cost Dataset Production Method.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 5857, doi. 10.3390/su17135857

By:

Gong, Xu;
Bo, Wu;
Chen, Fei;
Wu, Xinhang;
Zhang, Xue;
Li, Delu;
Gou, Fengying;
Ren, Haisheng

Publication type:

Article

Deep Learning Models and Their Ensembles for Robust Agricultural Yield Prediction in Saudi Arabia.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 5807, doi. 10.3390/su17135807

By:

Sbai, Zohra

Publication type:

Article

Recent Advances in Optimization Methods for Machine Learning: A Systematic Review.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2210, doi. 10.3390/math13132210

By:

Liu, Xiaodong;
Qi, Huaizhou;
Jia, Suisui;
Guo, Yongjing;
Liu, Yang

Publication type:

Article

A Hybrid MIL Approach Leveraging Convolution and State-Space Model for Whole-Slide Image Cancer Subtyping.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2178, doi. 10.3390/math13132178

By:

Bi, Dehui;
Zhang, Yuqi

Publication type:

Article

State of Charge Prediction for Electric Vehicles Based on Integrated Model Architecture.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2197, doi. 10.3390/math13132197

By:

Wei, Min;
Liu, Yuhang;
Wang, Haojie;
Yuan, Siquan;
Hu, Jie

Publication type:

Article

Comparative Analysis of Resampling Techniques for Class Imbalance in Financial Distress Prediction Using XGBoost.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2186, doi. 10.3390/math13132186

By:

Hou, Guodong;
Tong, Dong Ling;
Liew, Soung Yue;
Choo, Peng Yin

Publication type:

Article

Enhancing the Accuracy of Image Classification for Degenerative Brain Diseases with CNN Ensemble Models Using Mel-Spectrograms.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2100, doi. 10.3390/math13132100

By:

Sung, Sang-Ha;
Pokojovy, Michael;
Kang, Do-Young;
Bae, Woo-Yong;
Hong, Yeon-Jae;
Kim, Sangjin

Publication type:

Article

An Efficient Malware Detection Method Using a Hybrid ResNet-Transformer Network and IGOA-Based Wrapper Feature Selection.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2741, doi. 10.3390/electronics14132741

By:

Hafeth, Ali Abbas;
Abdullahi, Abdu Ibrahim

Publication type:

Article

A Meta-Learner Based on the Combination of Stacking Ensembles and a Mixture of Experts for Balancing Action Unit Recognition.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2665, doi. 10.3390/electronics14132665

By:

Sumsion, Andrew;
Lee, Dah-Jye

Publication type:

Article

ISELDP: An Enhanced Dropout Prediction Model Using a Stacked Ensemble Approach for In-Session Learning Platforms.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2568, doi. 10.3390/electronics14132568

By:

Alghamdi, Saad;
Soh, Ben;
Li, Alice

Publication type:

Article

Explainable AI Models for IoT-Based Shaft Power Prediction and Comprehensive Performance Monitoring.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2561, doi. 10.3390/electronics14132561

By:

Zikas, Sotiris;
Gkirtzou, Katerina;
Filippopoulos, Ioannis;
Kalatzis, Dimitris;
Panagiotakopoulos, Theodor;
Lajic, Zoran;
Papathanasiou, Dimitris;
Kiouvrekis, Yiannis

Publication type:

Article

A Novel Ensemble Framework for Comprehensive Early-Stage Colorectal Cancer Diagnosis, Prognosis, and Treatment: Integration of Gastroenterology-Specific Transformer Language Models and Multiple Decision Trees.

Published in:

Journal of Clinical Medicine, 2025, v. 14, n. 13, p. 4467, doi. 10.3390/jcm14134467

By:

Simsek, Cem;
Ucdal, Mete;
Yalcin, Suayib;
Karakoc, Derya

Publication type:

Article

A Multi-Epiphysiological Indicator Dog Emotion Classification System Integrating Skin and Muscle Potential Signals.

Published in:

Animals (2076-2615), 2025, v. 15, n. 13, p. 1984, doi. 10.3390/ani15131984

By:

Jia, Wenqi;
Hu, Yanzhi;
Wang, Zimeng;
Song, Kai;
Huang, Boyan

Publication type:

Article

AI-Driven Anomaly Detection in Smart Water Metering Systems Using Ensemble Learning.

Published in:

Water (20734441), 2025, v. 17, n. 13, p. 1933, doi. 10.3390/w17131933

By:

Kanyama, Maria Nelago;
Bhunu Shava, Fungai;
Gamundani, Attlee Munyaradzi;
Hartmann, Andreas

Publication type:

Article

Utilizing Hybrid Deep Learning Models for Streamflow Prediction.

Published in:

Water (20734441), 2025, v. 17, n. 13, p. 1913, doi. 10.3390/w17131913

By:

Workneh, Habtamu;
Jha, Manoj

Publication type:

Article

Using Hybrid Machine Learning to Predict Wastewater Effluent Quality and Ensure Treatment Plant Stability.

Published in:

Water (20734441), 2025, v. 17, n. 13, p. 1851, doi. 10.3390/w17131851

By:

Xiong, Zhaoyang;
Liu, Xingyang;
Igou, Thomas;
Li, Zhanchao;
Chen, Yongsheng

Publication type:

Article

Flat vs. Curved: Machine Learning Classification of Flexible PV Panel Geometries.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3529, doi. 10.3390/en18133529

By:

Manasrah, Ahmad;
Jaradat, Yousef;
Masoud, Mohammad;
Alia, Mohammad;
Suwais, Khaled;
Bevilacqua, Piero

Publication type:

Article

Multiclass Fault Diagnosis in Power Transformers Using Dissolved Gas Analysis and Grid Search-Optimized Machine Learning.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3535, doi. 10.3390/en18133535

By:

Adekunle, Andrew Adewunmi;
Fofana, Issouf;
Picher, Patrick;
Rodriguez-Celis, Esperanza Mariela;
Arroyo-Fernandez, Oscar Henry;
Simard, Hugo;
Lavoie, Marc-André

Publication type:

Article

Forecasting Electric Vehicle Charging Demand in Smart Cities Using Hybrid Deep Learning of Regional Spatial Behaviours.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3425, doi. 10.3390/en18133425

By:

Cavus, Muhammed;
Ayan, Huseyin;
Dissanayake, Dilum;
Sharma, Anurag;
Deb, Sanchari;
Bell, Margaret

Publication type:

Article

Short-Term Wind Power Prediction Model Based on PSO-CNN-LSTM.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3346, doi. 10.3390/en18133346

By:

Lv, Qingquan;
Zhang, Jialin;
Zhang, Jianmei;
Zhang, Zhenzhen;
Zhou, Qiang;
Gao, Pengfei;
Zhang, Haozhe

Publication type:

Article

A LightGBM-Based Power Grid Frequency Prediction Method with Dynamic Significance–Correlation Feature Weighting.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3308, doi. 10.3390/en18133308

By:

Zhou, Jie;
Tong, Xiangqian;
Bai, Shixian;
Zhou, Jing

Publication type:

Article

Dynamic Strength Prediction of Brittle Engineering Materials via Stacked Multi-Model Ensemble Learning and Interpretability-Driven Feature Analysis.

Published in:

Materials (1996-1944), 2025, v. 18, n. 13, p. 3054, doi. 10.3390/ma18133054

By:

Cai, Xin;
Wang, Yunmin;
Zhao, Yihan;
Chen, Liye;
Wang, Peiyu;
Wang, Zhongkang;
Li, Jianguo

Publication type:

Article

Ensemble Learning for Spatial Modeling of Icing Fields from Multi-Source Remote Sensing Data.

Published in:

Remote Sensing, 2025, v. 17, n. 13, p. 2155, doi. 10.3390/rs17132155

By:

Zhou, Shaohui;
Gao, Zhiqiu;
Gong, Bo;
Zhang, Hourong;
Zhang, Haipeng;
He, Jinqiang;
Xi, Xingya

Publication type:

Article

Machine learning ensemble technique for exploring soil type evolution.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10608-8

By:

Wu, Xiangyuan;
Wu, Kening;
Hao, Shiheng;
Yu, Er;
Zhao, Jinghui;
Li, Yan

Publication type:

Article

Advanced hybrid computational analysis of febuxostat solubility using machine learning in supercritical processing method.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10221-9

By:

Al Hagbani, Turki;
Alzhrani, Rami M.;
Algarni, Majed Ahmed

Publication type:

Article

The Forecast of the Wind Turbine Generated Power Using Hybrid (LTC + XGBoost) Model.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7615, doi. 10.3390/app15137615

By:

Krevnevičiūtė, Justina;
Mitkevičius, Arnas;
Naujokaitis, Darius;
Lagzdinytė-Budnikė, Ingrida;
Marčiukaitis, Mantas

Publication type:

Article

Ensemble of Efficient Vision Transformers for Insect Classification.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7610, doi. 10.3390/app15137610

By:

Dinca, Marius Alexandru;
Popescu, Dan;
Ichim, Loretta;
Angelescu, Nicoleta

Publication type:

Article

An Empirical Evaluation of Ensemble Models for Python Code Smell Detection.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7472, doi. 10.3390/app15137472

By:

Rao, Rajwant Singh;
Dewangan, Seema;
Mishra, Alok

Publication type:

Article

Ensemble Learning-Based Weed Detection from a Duck's Perspective Using an Aquatic Drone in Rice Paddies †.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7440, doi. 10.3390/app15137440

By:

Asuka, Soma;
Nakamura, Tetsuya;
Shimizu, Ikuko;
Ookawa, Taiichiro;
Nakajo, Hironori

Publication type:

Article

A Cascade of Encoder–Decoder with Atrous Convolution and Ensemble Deep Convolutional Neural Networks for Tuberculosis Detection.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7300, doi. 10.3390/app15137300

By:

Maneerat, Noppadol;
Narkthewan, Athasart;
Hamamoto, Kazuhiko

Publication type:

Article

Hybrid Machine Learning Model for Predicting Shear Strength of Rock Joints.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7097, doi. 10.3390/app15137097

By:

Lei, Daxing;
Zhang, Yaoping;
Lu, Zhigang;
Lin, Hang;
Chen, Yifan

Publication type:

Article

Efficient and Accurate Zero-Day Electricity Theft Detection from Smart Meter Sensor Data Using Prototype and Ensemble Learning.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4111, doi. 10.3390/s25134111

By:

Massarani, Alyaman H.;
Badr, Mahmoud M.;
Baza, Mohamed;
Alshahrani, Hani;
Alshehri, Ali

Publication type:

Article

Securing IoT Communications via Anomaly Traffic Detection: Synergy of Genetic Algorithm and Ensemble Method.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4098, doi. 10.3390/s25134098

By:

Seyedi, Behnam;
Postolache, Octavian

Publication type:

Article

Evaluation of Confusion Behaviors in SEI Models.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4006, doi. 10.3390/s25134006

By:

Olds, Brennan;
Maas, Ethan;
Michaels, Alan J.

Publication type:

Article

Real-Time Railway Hazard Detection Using Distributed Acoustic Sensing and Hybrid Ensemble Learning.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 3992, doi. 10.3390/s25133992

By:

Yürekli, Yusuf;
Özarpa, Cevat;
Avcı, İsa

Publication type:

Article

Audio-Based Automatic Giant Panda Behavior Recognition Using Competitive Fusion Learning.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 3878, doi. 10.3390/s25133878

By:

Li, Yuancheng;
Luo, Yong;
Zhao, Qijun;
Zhang, Mingchun;
Yang, Yue;
Li, Desheng

Publication type:

Article

Machine Learning‐Based Estimation of Clear‐Sky Direct Aerosol Radiative Forcing Using Multisensor Satellite Observations.

Published in:

Journal of Geophysical Research. Atmospheres, 2025, v. 130, n. 13, p. 1, doi. 10.1029/2024JD043170

By:

Zhang, Lu;
Li, Jing;
Dong, Yueming;
Ying, Tong;
Zhang, Zhenyu;
Liu, Guanyu;
Zhang, Chongzhao

Publication type:

Article

E-GlauNet: A CNN-Based Ensemble Deep Learning Model for Glaucoma Detection and Staging Using Retinal Fundus Images.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 3477, doi. 10.32604/cmc.2025.065141

By:

Anwar, Maheen;
Farhan, Saima;
Haq, Yasin Ul;
Azeem, Waqar;
Ilyas, Muhammad;
Voicu, Razvan Cristian;
Tanveer, Muhammad Hassan

Publication type:

Article

Automated Gleason Grading of Prostate Cancer from Low-Resolution Histopathology Images Using an Ensemble Network of CNN and Transformer Models.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 2, p. 3193, doi. 10.32604/cmc.2025.065230

By:

Hossain, Md Shakhawat;
Rahman, Md Sahilur;
Ahmed, Munim;
Hussen, Anowar;
Ullah, Zahid;
Jamjoom, Mona

Publication type:

Article