Works matching DE "ENSEMBLE learning"

Results: 1316

AB-LSTM-GRU: A Novel Ensemble Composite Deep Neural Network Model for Exchange Rate Forecasting.

Published in:

Computational Economics, 2025, v. 66, n. 2, p. 1767, doi. 10.1007/s10614-024-10754-7

By:

Gu, Jincheng;
Zhang, Shiqi;
Yu, Yanling;
Liu, Feng

Publication type:

Article

A Hybrid Credit Risk Evaluation Model Based on Three-Way Decisions and Stacking Ensemble Approach.

Published in:

Computational Economics, 2025, v. 66, n. 2, p. 1355, doi. 10.1007/s10614-024-10747-6

By:

Li, Yusheng;
Zhao, Ran;
Sha, Mengyi

Publication type:

Article

Ensemble with Divisive Bagging for Feature Selection in Big Data.

Published in:

Computational Economics, 2025, v. 66, n. 2, p. 1321, doi. 10.1007/s10614-024-10741-y

By:

Park, Yousung;
Kwon, Tae Yeon

Publication type:

Article

Gold Price Prediction Using Two-layer Decomposition and XGboost Optimized by the Whale Optimization Algorithm.

Published in:

Computational Economics, 2025, v. 66, n. 2, p. 1157, doi. 10.1007/s10614-024-10736-9

By:

Guo, Yibin;
Li, Chen;
Wang, Xiang;
Duan, Yonghui

Publication type:

Article

Deep learning-based Alzheimer's disease detection using magnetic resonance imaging and gene expression data.

Published in:

PLoS ONE, 2025, v. 20, n. 8, p. 1, doi. 10.1371/journal.pone.0330085

By:

Almarri, Badar

Publication type:

Article

Machine learning-based prediction of gastroesophageal junction cancer using electronic medical records.

Published in:

Clinical & Experimental Medicine, 2025, v. 25, n. 1, p. 1, doi. 10.1007/s10238-025-01835-4

By:

Qian, Meng;
Chen, Ying;
Wu, Xiaofen;
Wang, Zhenxiang;
Chen, Ye;
Zhang, Yan;
Li, Bo;
Sun, Huihui;
Xu, Shuchang

Publication type:

Article

A novel approach to solar radiation forecasting using a SARIMA–LSTM hybrid model with seasonal trend loess decomposition.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 24, p. 20069, doi. 10.1007/s00521-025-11442-9

By:

Yeşil, Feyza Nur;
Serttaş, Tuba Nur

Publication type:

Article

Adaptive filter-enabled electrocardiogram signals-based myocardial infarction detection using convolutional neural network ensemble model.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 24, p. 20027, doi. 10.1007/s00521-025-11439-4

By:

Shastri, Sourabh;
Kumar, Sachin;
Mansotra, Vibhakar

Publication type:

Article

Deep learning-based stacked models for cyber-attack detection in industrial internet of things.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 24, p. 19617, doi. 10.1007/s00521-025-11418-9

By:

Wu, Wang;
Fouzi, Harrou;
Benamar, Bouyeddo;
Sidi-Mohammed, Senouci;
Ying, Sun

Publication type:

Article

Machine Learning Approaches for Software Defect Prediction.

Published in:

Applied Computational Intelligence & Soft Computing, 2025, p. 1, doi. 10.1155/acis/7933078

By:

Zaidi, Hijab Zehra;
Ullah, Ubaid;
Arshad, Muddassira;
Aljuaid, Hanan;
Rauf, Muhammad Arslan;
Sarwar, Nadeem;
Sajid, Rimsha;
Idrissi, Najlae

Publication type:

Article

Credit Card Fraud Detection Algorithm Based on a Stacked Ensemble Model.

Published in:

International Journal of Software Engineering & Knowledge Engineering, 2025, v. 35, n. 8, p. 1177, doi. 10.1142/S0218194025500378

By:

Chen, Tinggui;
Yang, Xiaqin;
Ni, Limin

Publication type:

Article

An Ensemble-Based AI Approach for Continuous Blood Pressure Estimation in Health Monitoring Applications.

Published in:

Sensors (14248220), 2025, v. 25, n. 15, p. 4574, doi. 10.3390/s25154574

By:

Haque, Rafita;
Wang, Chunlei;
Pala, Nezih

Publication type:

Article

A Review of Water Quality Forecasting and Classification Using Machine Learning Models and Statistical Analysis.

Published in:

Water (20734441), 2025, v. 17, n. 15, p. 2243, doi. 10.3390/w17152243

By:

Lokman, Amar;
Ismail, Wan Zakiah Wan;
Aziz, Nor Azlina Ab

Publication type:

Article

Predicting Channel Water Depth: A Multi-Coupling Deep Ensemble Model Approach.

Published in:

Water (20734441), 2025, v. 17, n. 15, p. 2176, doi. 10.3390/w17152176

By:

Chen, Yiwen;
Ma, Hangling;
Guan, Zongkui;
Lu, Haipeng;
Huang, Xin;
Bo, Cheng;
Zhang, Shuliang

Publication type:

Article

A Climatology of Errors in HREF MCS Precipitation Objects.

Published in:

Water (20734441), 2025, v. 17, n. 15, p. 2168, doi. 10.3390/w17152168

By:

Gallus Jr., William A.;
Duhachek, Anna;
Franz, Kristie J.;
Frazier, Tyreek

Publication type:

Article

Fourier–Bessel Series Expansion and Empirical Wavelet Transform-Based Technique for Discriminating Between PV Array and Line Faults to Enhance Resiliency of Protection in DC Microgrid.

Published in:

Energies (19961073), 2025, v. 18, n. 15, p. 4171, doi. 10.3390/en18154171

By:

Solankee, Laxman;
Rai, Avinash;
Kirar, Mukesh

Publication type:

Article

A Hybrid Machine Learning Approach for High-Accuracy Energy Consumption Prediction Using Indoor Environmental Quality Sensors.

Published in:

Energies (19961073), 2025, v. 18, n. 15, p. 4164, doi. 10.3390/en18154164

By:

Amangeldy, Bibars;
Tasmurzayev, Nurdaulet;
Imankulov, Timur;
Imanbek, Baglan;
Wójcik, Waldemar;
Nurakhov, Yedil

Publication type:

Article

A Comparative Study of Statistical and Machine Learning Methods for Solar Irradiance Forecasting Using the Folsom PLC Dataset.

Published in:

Energies (19961073), 2025, v. 18, n. 15, p. 4122, doi. 10.3390/en18154122

By:

Trull, Oscar;
García-Díaz, Juan Carlos;
Peiró-Signes, Angel

Publication type:

Article

An Ensemble Model of Attention-Enhanced N-BEATS and XGBoost for District Heating Load Forecasting.

Published in:

Energies (19961073), 2025, v. 18, n. 15, p. 3984, doi. 10.3390/en18153984

By:

Yu, Shaohua;
Yang, Xiaole;
Ye, Hengrui;
Tang, Daogui;
Arasteh, Hamidreza;
Guerrero, Josep M.

Publication type:

Article

A Data-Driven Approach for Internal Crack Prediction in Continuous Casting of HSLA Steels Using CTGAN and CatBoost.

Published in:

Materials (1996-1944), 2025, v. 18, n. 15, p. 3599, doi. 10.3390/ma18153599

By:

Geng, Mengying;
Ma, Haonan;
Liu, Shuangli;
Zhou, Zhuosuo;
Xing, Lei;
Ai, Yibo;
Zhang, Weidong

Publication type:

Article

All-Weather Precipitable Water Vapor Retrieval over Land Using Integrated Near-Infrared and Microwave Satellite Observations.

Published in:

Remote Sensing, 2025, v. 7, n. 15, p. 2730, doi. 10.3390/rs17152730

By:

Song, Shipeng;
Zhu, Mengyao;
Tao, Zexing;
Xu, Duanyang;
Jiao, Sunxin;
Yang, Wanqing;
Wang, Huaxuan;
Zhao, Guodong

Publication type:

Article

A Robust Framework for Bamboo Forest AGB Estimation by Integrating Geostatistical Prediction and Ensemble Learning.

Published in:

Remote Sensing, 2025, v. 7, n. 15, p. 2682, doi. 10.3390/rs17152682

By:

Fu, Lianjin;
Shu, Qingtai;
Xia, Cuifen;
Li, Zeyu;
He, Hailing;
Li, Zhengying;
Ma, Shaoyang;
Qin, Chaoguan;
Wei, Rong;
Xiang, Qin;
Zhang, Xiao;
Zhang, Yiran;
Cai, Huashi

Publication type:

Article

A Hybrid Framework for Soil Property Estimation from Hyperspectral Imaging.

Published in:

Remote Sensing, 2025, v. 7, n. 15, p. 2568, doi. 10.3390/rs17152568

By:

Ayuba, Daniel La'ah;
Guillemaut, Jean-Yves;
Marti-Cardona, Belen;
Mendez, Oscar

Publication type:

Article

A Multimodal Framework for Advanced Cybersecurity Threat Detection Using GAN-Driven Data Synthesis.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 15, p. 8730, doi. 10.3390/app15158730

By:

Peppes, Nikolaos;
Daskalakis, Emmanouil;
Alexakis, Theodoros;
Adamopoulou, Evgenia

Publication type:

Article

Machine-Learning Insights from the Framingham Heart Study: Enhancing Cardiovascular Risk Prediction and Monitoring.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 15, p. 8671, doi. 10.3390/app15158671

By:

Yuda, Emi;
Kaneko, Itaru;
Hirahara, Daisuke

Publication type:

Article

Prediction of the Gross Motor Function Measure-66 in Ambulant Children with Cerebral Palsy Based on Instrumental Gait Analysis Using Machine-Learning Algorithms.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 15, p. 8664, doi. 10.3390/app15158664

By:

Gross, Stephanie;
Spiess, Karoline;
Steven, Stefanie;
Zimmermann, Maja;
Schoenau, Eckhard;
Duran, Ibrahim

Publication type:

Article

Machine Learning Ensemble Methods for Co-Seismic Landslide Susceptibility: Insights from the 2015 Nepal Earthquake.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 15, p. 8477, doi. 10.3390/app15158477

By:

Bhattarai, Tulasi Ram;
Bhandary, Netra Prakash

Publication type:

Article

Comparative Performance of Machine Learning Models for Landslide Susceptibility Assessment: Impact of Sampling Strategies in Highway Buffer Zone.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 15, p. 8416, doi. 10.3390/app15158416

By:

Tang, Zhenyu;
Qiu, Shumao;
Xia, Haoying;
Lin, Daming;
Bai, Mingzhou

Publication type:

Article

Face Spoofing Detection with Stacking Ensembles in Work Time Registration System.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 15, p. 8402, doi. 10.3390/app15158402

By:

Klinowski, Rafał;
Kordos, Mirosław

Publication type:

Article

State-of-the-Art Document Image Binarization Using a Decision Tree Ensemble Trained on Classic Local Binarization Algorithms and Image Statistics.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 15, p. 8374, doi. 10.3390/app15158374

By:

Tarbă, Nicolae;
Boiangiu, Costin-Anton;
Voncilă, Mihai-Lucian

Publication type:

Article

An Improved Fraud Detection System Using the LDX Ensemble Machine Learning Technique.

Published in:

Technical Journal of University of Engineering & Technology Taxila, 2025, v. 30, n. 2, p. 31

By:

Mansab, M.;
Mushtaq, M. F.;
Tariq, T. B.;
Akram, U.

Publication type:

Article

OptiSelect and EnShap: Integrating machine learning and game theory for ischemic stroke prediction.

Published in:

PLoS ONE, 2025, v. 20, n. 8, p. 1, doi. 10.1371/journal.pone.0328967

By:

Chakraborty, Pritam;
Bandyopadhyay, Anjan;
Parui, Sricheta;
Swain, Sujata;
Banerjee, Partha Sarathy;
Si, Tapas;
Qin, Hong;
Mallik, Saurav

Publication type:

Article

A stacking ensemble framework integrating radiomics and deep learning for prognostic prediction in head and neck cancer.

Published in:

Radiation Oncology, 2025, v. 20, n. 1, p. 1, doi. 10.1186/s13014-025-02695-8

By:

Wang, Bingzhen;
Liu, Jinghua;
Zhang, Xiaolei;
Lin, Jianpeng;
Li, Shuyan;
Wang, Zhongxiao;
Cao, Zhendong;
Wen, Dong;
Liu, Tiange;
Ramli, Hafiz Rashidi Harun;
Harith, Hazreen Haizi;
Hasan, Wan Zuha Wan;
Dong, Xianling

Publication type:

Article

ОБРОБКА ТЕКСТОВИХ ДАНИХ СОЦІАЛЬНИХ МЕД&#1030...

Published in:

Radio Electronics, Computer Science, Control, 2025, n. 2, p. 154, doi. 10.15588/1607-3274-2025-2-14

By:

T. M., Батюк;
Д. Г., Досин

Publication type:

Article

Enhancing wearable sensor data analysis for patient health monitoring using allied data disparity technique and multi instance ensemble perceptron learning.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08051-w

By:

Anjum, Mohd;
Ahmad, Waseem;
Shahab, Sana;
Dutta, Ashit Kumar;
Elrashidi, Ali;
Yousef, Amr;
Shaikh, Zaffar Ahmed

Publication type:

Article

Cancer Classification Through p53 Hotspot Mutations: An Ensemble Learning Approach.

Published in:

Cell Biology International, 2025, v. 49, n. 9, p. 1115, doi. 10.1002/cbin.70041

By:

Patil, Manisha R.;
Bihari, Anand

Publication type:

Article

Rapid Determination of Soil Organic Matter by Near‐Infrared Spectroscopy With a Novel Double Ensemble Modeling Method.

Published in:

Journal of Chemometrics, 2025, v. 39, n. 8, p. 1, doi. 10.1002/cem.70053

By:

Li, Yingxia;
Zhao, Jiajing;
Zhao, Zizhen;
Huang, Haiping;
Tan, Xiaoyao;
Bian, Xihui

Publication type:

Article

Using Multi-Objective Optimization to build non-Random Forest.

Published in:

Logic Journal of the IGPL, 2025, v. 33, n. 4, p. 1, doi. 10.1093/jigpal/jzae110

By:

Klikowska, Joanna;
Woźniak, Michał

Publication type:

Article

Development of an XGBoost-based prediction model for wound recurrence risk in diabetic foot ulcer patients treated with antibiotic-loaded bone cement.

Published in:

Frontiers in Endocrinology, 2025, p. 1, doi. 10.3389/fendo.2025.1610884

By:

Zhang, Yi;
Sun, Xingyu;
Cheng, Cheng;
Hou, Nianzong;
Han, Shiliang;
Tang, Xin

Publication type:

Article

FORECASTING STOCK MARKET LIQUIDITY WITH MACHINE LEARNING: AN EMPIRICAL EVALUATION IN THE GERMAN MARKET.

Published in:

Financial Studies, 2025, v. 29, n. 2, p. 34

By:

ANGHEL, Bogdan Ionut

Publication type:

Article

Hybrid deep learning model for maize leaf disease classification with explainable AI.

Published in:

New Zealand Journal of Crop & Horticultural Science, 2025, v. 53, n. 5, p. 2942, doi. 10.1080/01140671.2025.2519570

By:

Özüpak, Yıldırım;
Alpsalaz, Feyyaz;
Aslan, Emrah;
Uzel, Hasan

Publication type:

Article

Prediction of local scour depth in bridge piers: Physical information and machine learning based modeling.

Published in:

Advances in Structural Engineering, 2025, v. 28, n. 12, p. 2341, doi. 10.1177/13694332251327844

By:

Wang, Rui;
Ming, Yang;
Feng, Guixiu;
Cao, Xinxin

Publication type:

Article

A DQN-based dynamic weighted-ensemble learning model for the retrieval of sea surface temperatures from HJ-1B IRS images.

Published in:

International Journal of Remote Sensing, 2025, v. 46, n. 16, p. 5938, doi. 10.1080/01431161.2025.2526002

By:

Li, Dacheng;
Wang, Mengshuai;
He, Dongcai

Publication type:

Article

基于 HJ-2 CCD 影像的耕地破碎区油菜种植信息提取.

Published in:

Journal of Henan Agricultural Sciences, 2025, v. 54, n. 7, p. 170, doi. 10.15933/j.cnki.1004-3268.2025.07.018

By:

张萌;
徐祥;
王状;
王杰

Publication type:

Article

Big Data Dynamic Aggregation and Intelligent Service Model for Multimodal Healthcare and Eldercare.

Published in:

Journal of Library & Information Science in Agriculture, 2025, v. 37, n. 4, p. 24, doi. 10.13998/j.cnki.issn1002-1248.25-0079

By:

YANG, Xuejie;
LIU, Jia;
WU, Qingxiao;
WANG, Yufei;
GU, Dongxiao

Publication type:

Article

SECURING IOT-DRIVEN HEALTHCARE SYSTEMS - A MACHINE AND DEEP LEARNING APPROACH TO THREAT DETECTION.

Published in:

ICTACT Journal on Soft Computing, 2025, v. 16, n. 2, p. 3922, doi. 10.21917/ijsc.2025.0543

By:

Ismail, Mohammed;
Babu, A. Ramesh

Publication type:

Article

A multi-energy meta-model strategy for multi-step ahead energy load forecasting.

Published in:

Electrical Engineering, 2025, v. 107, n. 7, p. 9675, doi. 10.1007/s00202-025-02995-y

By:

Mystakidis, Aristeidis;
Ntozi, Evangelia;
Koukaras, Paraskevas;
Katsaros, Nikolaos;
Ioannidis, Dimosthenis;
Tjortjis, Christos;
Tzovaras, Dimitrios

Publication type:

Article

Machine learning-based ensemble framework for event identification and power quality disturbance analysis in PV-EV distribution networks.

Published in:

2025

By:

Liu, Yulong;
Jin, Tao;
Mohamed, Mohamed A.

Publication type:

Conference Paper/Materials

Deep learning to evaluate seismic-induced soil liquefaction and modified transfer learning between various data sources.

Published in:

Underground Space (2096-2754), 2025, v. 23, p. 220, doi. 10.1016/j.undsp.2024.08.010

By:

Guo, Hongwei;
Zhang, Chao;
Fang, Hongyuan;
Rabczuk, Timon;
Zhuang, Xiaoying

Publication type:

Article

AI-aided short-term decision making of rockburst damage scale in underground engineering.

Published in:

Underground Space (2096-2754), 2025, v. 23, p. 362, doi. 10.1016/j.undsp.2025.02.005

By:

Daniel, Chukwuemeka;
Cheng, Shouye;
Yin, Xin;
Barrie, Zakaria Mohamed;
Pan, Yucong;
Liu, Quansheng;
Gao, Feng;
Li, Minsheng;
Huang, Xing

Publication type:

Article