Works matching DE "ENSEMBLE learning"

Results: 1113

A lightweight CNN-based ensemble approach for early detecting Parkinson's disease with enhanced features.

Published in:

International Journal of Speech Technology, 2025, v. 28, n. 2, p. 325, doi. 10.1007/s10772-025-10182-4

By:

Saha, Dip Kumar;
Nath, Tushar Deb

Publication type:

Article

Prediction on Slip Modulus of Screwed Connection for Timber–Concrete Composite Structures Based on Machine Learning.

Published in:

Buildings (2075-5309), 2025, v. 15, n. 14, p. 2458, doi. 10.3390/buildings15142458

By:

Lu, Wen-Wu;
Chen, Yu-Wei;
Xu, Ji-Gang;
Yang, Hui-Feng;
Tao, Hao-Tian;
Zheng, Wei;
Shi, Ben-Kai

Publication type:

Article

An Empirical Comparison of Urban Road Travel Time Prediction Methods—Deep Learning, Ensemble Strategies and Performance Evaluation.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 14, p. 8075, doi. 10.3390/app15148075

By:

Wang, Yizhe;
Liu, Yangdong;
Yang, Xiaoguang

Publication type:

Article

A Novel Ensemble of Deep Learning Approach for Cybersecurity Intrusion Detection with Explainable Artificial Intelligence.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 14, p. 7984, doi. 10.3390/app15147984

By:

Alabdulatif, Abdullah

Publication type:

Article

Interpretable Ensemble Learning with Lévy Flight-Enhanced Heuristic Technique for Strength Prediction of MICP-Treated Sands.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 14, p. 7972, doi. 10.3390/app15147972

By:

Qiu, Yingui;
Yao, Shibin;
Qi, Hongning;
Zhou, Jian;
Khandelwal, Manoj

Publication type:

Article

Identification of Complicated Lithology with Machine Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 14, p. 7923, doi. 10.3390/app15147923

By:

Chen, Liangyu;
Hu, Lang;
Xin, Jintao;
Hou, Qiuyuan;
Fu, Jianwei;
Li, Yonggui;
Chen, Zhi

Publication type:

Article

Breast Cancer Image Classification Using Phase Features and Deep Ensemble Models.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 14, p. 7879, doi. 10.3390/app15147879

By:

Molina Molina, Edgar Omar;
Diaz-Ramirez, Victor H.

Publication type:

Article

Systematic Review: Malware Detection and Classification in Cybersecurity.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 14, p. 7747, doi. 10.3390/app15147747

By:

Berrios, Sebastian;
Leiva, Dante;
Olivares, Bastian;
Allende-Cid, Héctor;
Hermosilla, Pamela

Publication type:

Article

Information Merging for Improving Automatic Classification of Electrical Impedance Mammography Images.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 14, p. 7735, doi. 10.3390/app15147735

By:

Alvarado-Godinez, Jazmin;
Peregrina-Barreto, Hayde;
Hernández-Farías, Delia Irazú;
Murillo-Ortiz, Blanca

Publication type:

Article

Small Language Models for Speech Emotion Recognition in Text and Audio Modalities.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 14, p. 7730, doi. 10.3390/app15147730

By:

Gómez-Sirvent, José L.;
López de la Rosa, Francisco;
Sánchez-Reolid, Daniel;
Sánchez-Reolid, Roberto;
Fernández-Caballero, Antonio

Publication type:

Article

Initializing Regional Ensemble Forecasts with an Ensemble Partial Cycling Strategy.

Published in:

Weather & Forecasting, 2025, v. 40, n. 8, p. 1383, doi. 10.1175/WAF-D-24-0218.1

By:

Wu, Ting-Chi;
Li, Chih-Hsin;
Lien, Guo-Yuan;
Hsieh, Chia-Hong;
Su, Yi-Jui

Publication type:

Article

Performance of Cross‐Validated Targeted Maximum Likelihood Estimation.

Published in:

Statistics in Medicine, 2025, v. 44, n. 15-17, p. 1, doi. 10.1002/sim.70185

By:

Smith, Matthew J.;
Phillips, Rachael V.;
Maringe, Camille;
Luque‐Fernandez, Miguel Angel

Publication type:

Article

Dynamic Model Selection in a Hybrid Ensemble Framework for Robust Photovoltaic Power Forecasting.

Published in:

Sensors (14248220), 2025, v. 25, n. 14, p. 4489, doi. 10.3390/s25144489

By:

Song, Nakhun;
Chang-Silva, Roberto;
Lee, Kyungil;
Park, Seonyoung

Publication type:

Article

Meta-Learning Task Relations for Ensemble-Based Temporal Domain Generalization in Sensor Data Forecasting.

Published in:

2025

By:

Zhang, Liang;
Liu, Jiayi;
Jin, Bo;
Wei, Xiaopeng

Publication type:

Conference Paper/Materials

Predicting academic performance of students with machine learning.

Published in:

Information Development, 2025, v. 41, n. 3, p. 896, doi. 10.1177/02666669231213023

By:

Balcioğlu, Yavuz Selim;
Artar, Melike

Publication type:

Article

A novel image fusion method based on UAV and Sentinel-2 for environmental monitoring.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13049-5

By:

Zhang, Fan;
Guo, Aobo;
Hu, Zhenqi;
Liang, Yusheng

Publication type:

Article

Optimized predictive maintenance for streaming data in industrial IoT networks using deep reinforcement learning and ensemble techniques.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10268-8

By:

Varalakshmi, K.;
Kumar, J.

Publication type:

Article

Soot Mass Concentration Prediction at the GPF Inlet of GDI Engine Based on Machine Learning Methods.

Published in:

Energies (19961073), 2025, v. 18, n. 14, p. 3861, doi. 10.3390/en18143861

By:

Hu, Zhiyuan;
Liu, Zeyu;
Shen, Jiayi;
Wang, Shimao;
Tan, Piqiang

Publication type:

Article

Machine Learning-Based Prediction of Time Required to Reach the Melting Temperature of Metals in Domestic Microwaves Using Dimensionless Modeling and XGBoost.

Published in:

Materials (1996-1944), 2025, v. 18, n. 14, p. 3400, doi. 10.3390/ma18143400

By:

Moreno Labella, Juan José;
González Fernández de Castro, Milagrosa;
Saiz Sevilla, Víctor;
Panizo Laiz, Miguel;
Martín Álvarez, Yolanda

Publication type:

Article

Construction and Application of Carbon Emissions Estimation Model for China Based on Gradient Boosting Algorithm.

Published in:

Remote Sensing, 2025, v. 17, n. 14, p. 2383, doi. 10.3390/rs17142383

By:

Guan, Dongjie;
Shi, Yitong;
Zhou, Lilei;
Zhu, Xusen;
Zhao, Demei;
Peng, Guochuan;
He, Xiujuan

Publication type:

Article

Quantification of MODIS Land Surface Temperature Downscaled by Machine Learning Algorithms.

Published in:

Remote Sensing, 2025, v. 17, n. 14, p. 2350, doi. 10.3390/rs17142350

By:

Su, Qi;
Meng, Xiangchen;
Sun, Lin;
Guo, Zhongqiang

Publication type:

Article

Hybrid Machine Learning Model for Hurricane Power Outage Estimation from Satellite Night Light Data.

Published in:

Remote Sensing, 2025, v. 17, n. 14, p. 2347, doi. 10.3390/rs17142347

By:

Zhu, Laiyin;
Quiring, Steven M.

Publication type:

Article

Frost Resistance Prediction of Concrete Based on Dynamic Multi-Stage Optimisation Algorithm.

Published in:

Algorithms, 2025, v. 18, n. 7, p. 441, doi. 10.3390/a18070441

By:

Dong, Xuwei;
Yuan, Jiashuo;
Dai, Jinpeng

Publication type:

Article

CW3E's West-WRF 200-Member Ensemble.

Published in:

Monthly Weather Review, 2025, v. 153, n. 8, p. 1401, doi. 10.1175/MWR-D-24-0136.1

By:

Delle Monache, Luca;
Steinhoff, Daniel F.;
Weihs, Rachel;
Simpson, Matthew;
Ghazvinian, Mohammadvaghef;
Afzali Gorooh, Vesta;
Lupo, Kevin M.;
Mulrooney, Patrick;
Papadopoulos, Caroline;
Ralph, F. Martin

Publication type:

Article

An Advanced Ensemble Machine Learning Framework for Estimating Long-Term Average Discharge at Hydrological Stations Using Global Metadata.

Published in:

Water (20734441), 2025, v. 17, n. 14, p. 2097, doi. 10.3390/w17142097

By:

Neftissov, Alexandr;
Biloshchytskyi, Andrii;
Kazambayev, Ilyas;
Dolhopolov, Serhii;
Honcharenko, Tetyana

Publication type:

Article

A Bayesian Ensemble Learning-Based Scheme for Real-Time Error Correction of Flood Forecasting.

Published in:

Water (20734441), 2025, v. 17, n. 14, p. 2048, doi. 10.3390/w17142048

By:

Peng, Liyao;
Fu, Jiemin;
Yuan, Yanbin;
Wang, Xiang;
Zhao, Yangyong;
Tong, Jian

Publication type:

Article

Flood Susceptibility Assessment Using Multi-Tier Feature Selection and Ensemble Boosting Machine Learning Models.

Published in:

Water (20734441), 2025, v. 17, n. 14, p. 2041, doi. 10.3390/w17142041

By:

Ajin, Rajendran Shobha;
Costache, Romulus;
Bărbulescu, Alina;
Fanti, Riccardo;
Segoni, Samuele

Publication type:

Article

Brain Tumour Segmentation Using Choquet Integrals and Coalition Game.

Published in:

Information (2078-2489), 2025, v. 16, n. 7, p. 615, doi. 10.3390/info16070615

By:

Derdour, Makhlouf;
Yahiaoui, Mohammed El Bachir;
Kahil, Moustafa Sadek;
Gasmi, Mohamed;
Ghanem, Mohamed Chahine

Publication type:

Article

Trustworthy Load Prediction for Cantilever Roadheader Robot Without Imputation.

Published in:

Information (2078-2489), 2025, v. 16, n. 7, p. 548, doi. 10.3390/info16070548

By:

Wang, Pengjiang;
Li, Yuxin;
Li, Yunwang;
Shen, Yang;
Zheng, Weixiong;
Fu, Shigen

Publication type:

Article

A Comprehensive Evaluation of Machine Learning and Deep Learning Models for Churn Prediction.

Published in:

Information (2078-2489), 2025, v. 16, n. 7, p. 537, doi. 10.3390/info16070537

By:

AbdelAziz, Nabil M.;
Bekheet, Mostafa;
Salah, Ahmad;
El-Saber, Nissreen;
AbdelMoneim, Wafaa T.

Publication type:

Article

RADAR#: An Ensemble Approach for Radicalization Detection in Arabic Social Media Using Hybrid Deep Learning and Transformer Models.

Published in:

Information (2078-2489), 2025, v. 16, n. 7, p. 522, doi. 10.3390/info16070522

By:

Al-Shawakfa, Emad M.;
Alsobeh, Anas M. R.;
Omari, Sahar;
Shatnawi, Amani

Publication type:

Article

An Improved Approach to DNS Covert Channel Detection Based on DBM-ENSec.

Published in:

Future Internet, 2025, v. 17, n. 7, p. 319, doi. 10.3390/fi17070319

By:

Li, Xinyu;
Wang, Xiaoying;
Yang, Guoqing;
Zhang, Jinsha;
Li, Chunhui;
Cui, Fangfang;
Gu, Ruize

Publication type:

Article

Ensemble Learning Approaches for Multi-Class Intrusion Detection Systems for the Internet of Vehicles (IoV): A Comprehensive Survey.

Published in:

Future Internet, 2025, v. 17, n. 7, p. 317, doi. 10.3390/fi17070317

By:

Alharthi, Manal;
Medjek, Faiza;
Djenouri, Djamel

Publication type:

Article

Assessing and Mapping Forest Fire Vulnerability in Romania Using Maximum Entropy and eXtreme Gradient Boosting.

Published in:

Forests (19994907), 2025, v. 16, n. 7, p. 1156, doi. 10.3390/f16071156

By:

Lorenț, Adrian;
Petrila, Marius;
Apostol, Bogdan;
Capalb, Florin;
Chivulescu, Șerban;
Șamșodan, Cătălin;
Marcu, Cristiana;
Badea, Ovidiu

Publication type:

Article

Stacking Ensemble Learning and SHAP-Based Insights for Urban Air Quality Forecasting: Evidence from Shenyang and Global Implications.

Published in:

Atmosphere, 2025, v. 16, n. 7, p. 776, doi. 10.3390/atmos16070776

By:

Xu, Zhaoxin;
Zhang, Huajian;
Zhai, Andong;
Kong, Chunyu;
Zhang, Jinping

Publication type:

Article

A Model for Early Detection of Lumpy Skin Disease in Cattle Using Ensemble Technique.

Published in:

Pakistan Journal of Zoology, 2025, v. 57, n. 4, p. 1797, doi. 10.17582/journal.pjz/20230810102300

By:

Khaskheli, Saqib Ali;
Koondhar, Muhammad Yaqoob;
Maher, Zulfikar Ahmed;
Khaskheli, Gul Bahar;
Khaskheli, Azhar Ali

Publication type:

Article

A Review on Anisotropic Anomaly based Cancer-Causing Gene Detection using Hybrid ML Techniques.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part1, p. 380

By:

A., Thulasi Bai;
Pradeepraj, T. Sam

Publication type:

Article

A novel approach for ECG signal classification using sliding Euclidean quantization and bitwise pattern encoding.

Published in:

Computer Methods in Biomechanics & Biomedical Engineering, 2025, v. 28, n. 10, p. 1685, doi. 10.1080/10255842.2025.2501634

By:

Tekin, Hazret

Publication type:

Article

Characterization of the Freshness of Pork by Near-Infrared Spectroscopy (NIRS) and Ensemble Learning.

Published in:

Analytical Letters, 2025, v. 58, n. 15, p. 2698, doi. 10.1080/00032719.2024.2434119

By:

Tan, Cheng;
Chen, Hui;
Zeng, Miao;
Xue, Zhi

Publication type:

Article

Multi-Step Natural Gas Load Forecasting Incorporating Data Complexity Analysis with Finite Features.

Published in:

Entropy, 2025, v. 27, n. 7, p. 671, doi. 10.3390/e27070671

By:

Tian, Ning;
Shao, Bilin;
Zeng, Huibin;
Ren, Meng;
Zhao, Wei;
Zhao, Xue;
Wu, Shuqiang

Publication type:

Article

Dynamic–statistic combined ensemble prediction and impact factors of China's summer precipitation.

Published in:

Nonlinear Processes in Geophysics, 2025, v. 32, n. 2, p. 117, doi. 10.5194/npg-32-117-2025

By:

Wang, Xiaojuan;
Yang, Zihan;
Li, Shuai;
Li, Qingquan;
Feng, Guolin

Publication type:

Article

Automatic readability assessment for sentences: neural, hybrid and large language models.

Published in:

Language Resources & Evaluation, 2025, v. 59, n. 3, p. 2265, doi. 10.1007/s10579-024-09800-5

By:

Liu, Fengkai;
Jin, Tan;
Lee, John S. Y.

Publication type:

Article

ENHANCING SOCIAL MEDIA AD CAMPAIGNS THROUGH ENSEMBLE-BASED OPTIMIZATION.

Published in:

New Economist / Novi Ekonomist, 2025, v. 19, n. 37, p. 47, doi. 10.69781/NOEK202537165

By:

Turgay, Safiye;
Kavacık, Mustafa;
Torkul, Yunus Emre;
Şahin, Muhammed Sercan;
Güzel, Rabia Ayşe

Publication type:

Article

An Extensive Mining of Ethereum Contract Code by Adapting Relevant Feature Generators to Optimize The Performance of Anomaly Detection Using an Ensemble Model.

Published in:

Asia-Pacific Journal of Information Technology & Multimedia, 2025, v. 14, n. 1, p. 258, doi. 10.17576/apjitm-2025-1401-15

By:

Hisham, Sabri;
Makhtar, Mokhairi;
Aziz, Azwa Abdul

Publication type:

Article

A natural language processing approach to support biomedical data harmonization: Leveraging large language models.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0328262

By:

Li, Zexu;
Prabhu, Suraj P.;
Popp, Zachary T.;
Jain, Shubhi S.;
Balakundi, Vijetha;
Alvin Ang, Ting Fang;
Au, Rhoda;
Chen, Jinying

Publication type:

Article

Enhanced Pneumonia Detection from Chest X-rays Using Machine Learning and Deep Neural Architectures.

Published in:

ARO: The Scientific Journal of Koya University, 2025, v. 13, n. 1, p. 227, doi. 10.14500/aro.12174

By:

Upreti, Kamal;
Singh, Anju;
Singh, Divakar;
Shoran, Preety;
Shankar, Uma;
Yadav, Meenakshi;
Jain, Rituraj

Publication type:

Article

GDMSafe: Enhancing gestational diabetes prediction through visceral adipose tissue and ensemble learning models.

Published in:

Revista Colombiana de Ciencias Químico-Farmacéuticas, 2025, v. 54, n. 2, p. 323, doi. 10.15446/rcciquifa.v54n2.121130

By:

Ramla, M.;
Sangeeth, S.;
Nickolas, S.

Publication type:

Article

高斯回归预测磁芯损耗模型在飞行器系统中的应用.

Published in:

Telecommunication Engineering, 2025, v. 65, n. 7, p. 1164, doi. 10.20079/j.issn.1001-893x.250428003

By:

杨崇刚;
李子旺;
储雯;
荆怡迈;
盛广泽;
张洪玮;
戴光耀;
尹彬;
张智宇

Publication type:

Article

Classification and Prediction of Leukemia using Ensemble Learning Technique.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part2, p. 4827

By:

Aiswairya, P.;
Manimekalai, S.

Publication type:

Article

A Hybrid Intrusion Detection System using Machine Learning.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part2, p. 4797

By:

Sangeetha, K.;
Raja, P. Vishnu;
T., Pradeep;
M., Sabari;
P., Sarathi

Publication type:

Article