Works matching DE "ENSEMBLE learning"

Results: 1279

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

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

Prediction of rhinitis with class imbalance based on heterogeneous ensemble learning.

Published in:

Computer Methods in Biomechanics & Biomedical Engineering, 2025, v. 28, n. 11, p. 1755, doi. 10.1080/10255842.2024.2339461

By:

Yang, Jingdong;
Jiang, Biao;
Qiu, Zehao;
Meng, Yifei;
Zhang, Xiaolin;
Yu, Shaoqing;
Dai, Fu;
Qian, Yue

Publication type:

Article

Computational machine learning estimation of digitoxin solubility in supercritical solvent at different temperatures utilizing ensemble methods.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-15049-x

By:

Alotaibi, Hadil Faris;
Hassan, Waqed H.;
Al-Nussairi, Ahmed Kateb Jumaah;
Singh, Narinderjit Singh Sawaran;
Al-Shati, Ahmed Salah;
Rekha, M. M.;
Ray, Subhashree;
Sinha, Aashna;
Garg, Gunjan

Publication type:

Article

基于集成学习的三支决策模型.

Published in:

Journal of Zhengzhou University (Natural Science Edition), 2025, v. 57, n. 6, p. 42, doi. 10.13705/j.issn.1671-6841.2024095

By:

王迪;
钱进;
郑明晨

Publication type:

Article

A novel hybrid model combining dimensionality reduction techniques and classification algorithms for credit scoring.

Published in:

International Journal of Financial Engineering, 2025, v. 12, n. 3, p. 1, doi. 10.1142/S2424786325500124

By:

Khanbabaei, Mohammad;
Kabi-Nejad, Parastoo

Publication type:

Article

A pathology-attention multi-instance learning framework for multimodal classification of colorectal lesions.

Published in:

Frontiers in Pharmacology, 2025, p. 1, doi. 10.3389/fphar.2025.1592950

By:

Fu, Fanglei;
Zhang, Xuemei;
Wang, Zhaoxuan;
Xie, Luxi;
Fu, Mingxi;
Peng, Jing;
Wu, Jianfeng;
Wang, Zhe;
Guan, Tian;
He, Yonghong;
Lin, Jin-Shun;
Zhu, Lianghui;
Dai, Wenbin

Publication type:

Article

Advancements in Diabetic Retinopathy Detection: Analyzing the Efficacy of Supervised Learning Algorithms.

Published in:

Journal of Cardiovascular Disease Research (Journal of Cardiovascular Disease Research), 2024, v. 15, n. 11, p. 481

By:

Agrawal, Bhakti;
Panicker, Sreejit

Publication type:

Article

玉米立筒仓温度分布分析与预测模型构建.

Published in:

Transactions of the Chinese Society of Agricultural Engineering, 2025, v. 14, n. 15, p. 310, doi. 10.11975/j.issn.1002-6819.202502133

By:

沈青;
牛智有;
刘俊;
雍淦文;
王贺

Publication type:

Article

基于 Stacking 多模型融合的颗粒饲料质量预测方法.

Published in:

Transactions of the Chinese Society of Agricultural Engineering, 2025, v. 14, n. 15, p. 328, doi. 10.11975/j.issn.1002-6819.202503226

By:

吴俊华;
王粮局;
徐际童;
邹方磊;
王威;
郭绍永;
王红英

Publication type:

Article

Leveraging ensemble learning-based stock preselection with multiobjective investment optimization for stepwise decision-supported portfolio management.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01202-w

By:

Chou, Jui-Sheng;
Pham, Tran-Bao-Quyen

Publication type:

Article

Hybrid-Ensemble Deep-Learning Models to Enhance the Sunspot Prediction and Forecasting of Solar Cycle 26.

Published in:

Solar Physics, 2025, v. 300, n. 7, p. 1, doi. 10.1007/s11207-025-02510-3

By:

Kumar, Aman;
Kumar, Vipin

Publication type:

Article

An Ensemble Learning Approach for Drought Analysis and Forecasting in Central Bangladesh.

Published in:

Advances in Meteorology, 2025, v. 2025, p. 1, doi. 10.1155/adme/4904248

By:

Hossain, Md. Alomgir;
Begum, Momotaz;
Akhtar, Md. Nasim;
Talukder, Md. Alamin;
Rahman, Nomanur;
Rahman, Mahfuzur;
Nedaei, Mojtaba

Publication type:

Article

BBDetector: Intelligent border binary detection in IoT device firmware based on a multidimensional feature model.

Published in:

PLoS ONE, 2025, v. 20, n. 8, p. 1, doi. 10.1371/journal.pone.0329469

By:

Yue, Shudan;
Zhang, Guimin;
Li, Qingbao;
Zhang, Wenbo;
Li, Xiaonan;
Jiao, Weihua

Publication type:

Article

Correction to: Local Disordered Region Sampling (LDRS) for ensemble modeling of proteins with experimentally undetermined or low confidence prediction segments Open Access.

Published in:: 2025
Publication type:: Correction Notice

A Machine Learning Model Integrating Tongue Image Features and Myocardial Injury Markers Predicts Major Adverse Cardiovascular Events in Patients with Coronary Heart Disease.

Published in:

International Journal of General Medicine, 2025, v. 18, p. 3739, doi. 10.2147/IJGM.S531806

By:

Zhou, Mi;
Li, Jieyun;
Lim, Jiekee;
Xiao, Xinang;
Xia, Yumo;
Wang, Qingsheng;
Xu, Zhaoxia

Publication type:

Article

PREDICTION OF SOFTWARE ANOMALIES METHODS BASED ON ENSEMBLE LEARNING METHODS.

Published in:

Kufa Journal of Engineering, 2025, v. 16, n. 3, p. 639, doi. 10.30572/2018/KJE/160336

By:

Hasan, Raghda Azad;
Saleh, Ibrahim Ahmed

Publication type:

Article

ENHANCED EEG SIGNAL CLASSIFICATION FOR AUTISM SPECTRUM DISORDER USING RIEMANNIAN GEOMETRY AND ENSEMBLE LEARNING TECHNIQUES.

Published in:

Kufa Journal of Engineering, 2025, v. 16, n. 3, p. 176, doi. 10.30572/2018/KJE/160312

By:

Alzubaydi, Hajir;
Alyasseri, Zaid

Publication type:

Article

Development of several machine learning based models for determination of small molecule pharmaceutical solubility in binary solvents at different temperatures.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13090-4

By:

Alqarni, Mohammed;
Alqarni, Ali

Publication type:

Article

A pathology-attention multi-instance learning framework for multimodal classification of colorectal lesions.

Published in:

Frontiers in Pharmacology, 2025, p. 1, doi. 10.3389/fphar.2025.1592950

By:

Fu, Fanglei;
Zhang, Xuemei;
Wang, Zhaoxuan;
Xie, Luxi;
Fu, Mingxi;
Peng, Jing;
Wu, Jianfeng;
Wang, Zhe;
Guan, Tian;
He, Yonghong;
Lin, Jin-Shun;
Zhu, Lianghui;
Dai, Wenbin

Publication type:

Article

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

By:

Zhipeng Wang;
Tieke He;
Ruoyu Zhao;
Tao Zheng

Publication type:

Article

Synthetic Minority Over-sampling Technique for detecting Malicious Traffic targeting Internet of Things' devices.

Published in:

Journal of Internet Services & Applications, 2025, v. 16, n. 1, p. 324, doi. 10.5753/jisa.2025.5251

By:

Duarte, Jaqueline Damacena;
Bispo, Guilherme Dantas;
Pimenta Rodrigues, Gabriel Arquelau;
Marques Serrano, André Luiz;
Saiki, Gabriela Mayumi;
Pereira Gonçalves, Vinícius

Publication type:

Article

ENHANCING PREDICTIVE ACCURACY WITH ROBUST LIU AND RANDOM FOREST REGRESSION.

Published in:

Reliability: Theory & Applications, 2025, v. 20, n. 2, p. 642

By:

R., Muthukrishnan;
Ramakrishnan, Karthika

Publication type:

Article

Thin-walled Workpiece Milling Deformation Error Prediction Based on Multi-source Information Fusion and Ensemble Learning.

Published in:

China Mechanical Engineering, 2025, v. 36, n. 6, p. 1261, doi. 10.3969/j.issn.1004-132X.2025.06.013

By:

YIN Jia;
ZHENG Jian;
LIU Yao;
JIA Baoguo;
DUAN Xiaorui

Publication type:

Article

Failure Prediction Using Ensemble Learning: A Comparative Study with Synthetic and Real-World Datasets.

Published in:

Afyon Kocatepe University Journal of Science & Engineering / Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi, 2025, v. 25, n. 4, p. 787, doi. 10.35414/akufemubid.1571811

By:

CIFTPINAR, Asli Beyza;
KANAR, Pelin;
ERZURUM CICEK, Zeynep Idil

Publication type:

Article

Harnessing machine learning to investigate the socio-demographic determinants of sports habits in Italy.

Published in:

Quality & Quantity, 2025, v. 59, n. 3, p. 2229, doi. 10.1007/s11135-025-02148-0

By:

Antolini, Fabrizio;
Cesarini, Samuele;
Terraglia, Ivan

Publication type:

Article

Prediction of infected pancreatic necrosis in patients with acute necrotizing pancreatitis based on ensemble machine learning model.

Published in:

World Journal of Emergency Surgery, 2025, v. 20, n. 1, p. 1, doi. 10.1186/s13017-025-00642-2

By:

Sun, Zefang;
Fu, Yan;
Li, Jiarong;
Liu, Baiqi;
Hong, Xiaoyue;
Lin, Chiayen;
Shen, Dingcheng;
Ning, Caihong;
Chen, Lu;
Yi, Xiaoping;
Huang, Gengwen

Publication type:

Article

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

By:

Li, Fei;
Zhao, Mengfan;
Cao, Linlin;
Qie, Shuai

Publication type:

Article

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

By:

Yu, Fan;
Li, Xiaoran;
Zhang, Yue;
Shan, Yi;
Cui, Bixiao;
Jiao, Liqun;
Lu, Jie

Publication type:

Article

Model averaging of nonstationary extreme value models, applied to maximum precipitation in Thailand.

Published in:

Communications for Statistical Applications & Methods, 2025, v. 32, n. 4, p. 455, doi. 10.29220/CSAM.2025.32.4.455

By:

Thanawan Prahadchai;
Piyapatr Busababodhin;
Yire Shin;
Yonggwan Shin

Publication type:

Article

Optimizing machine learning model selection for landslide susceptibility mapping: analysis of similar performance metrics and the critical role of multi-criteria evaluation.

Published in:

Environmental Science & Pollution Research, 2025, v. 32, n. 30, p. 18434, doi. 10.1007/s11356-025-36761-1

By:

Mebirouk, Nadjib;
Amrane, Moussa;
Messast, Salah;
Ayadat, Tahar

Publication type:

Article

Identification of Gene Expression Profile in Inflammatory Breast Cancer Patients Using Machine Learning Method.

Published in:

Russian Journal of Genetics, 2025, v. 61, n. 7, p. 867, doi. 10.1134/S1022795425700383

By:

Rabiei, N.;
Bahreini, F.;
Moslehi, S.

Publication type:

Article

Have socioeconomic determinants of national suicide rates changed over 20 years? A model averaging approach.

Published in:

Applied Economics, 2025, v. 57, n. 38, p. 5890, doi. 10.1080/00036846.2024.2372117

By:

Dmitriev, Alexandre

Publication type:

Article

Optimized Hybrid Machine Learning Approaches for Stock Market Forecasting and Time Series Analysis.

Published in:

American Journal of Business & Operations Research, 2025, v. 12, n. 1, p. 40, doi. 10.54216/AJBOR.120104

By:

Mallik, Sushmita

Publication type:

Article

Comprehensive Analysis of Stock Price Dynamics Using Ensemble Machine Learning Models for Enhanced Prediction Accuracy.

Published in:

American Journal of Business & Operations Research, 2025, v. 12, n. 1, p. 28, doi. 10.54216/AJBOR.120103

By:

Nayak, Vinamra

Publication type:

Article

Optimized Deep Feature Learning with Hybrid Ensemble Soft Voting for Early Breast Cancer Histopathological Image Classification.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 3, p. 4869, doi. 10.32604/cmc.2025.064944

By:

Ogundokun, Roseline Oluwaseun;
Owolawi, Pius Adewale;
Tu, Chunling

Publication type:

Article

Prediction of the Multiaxial Fatigue Life of Metals Using Machine Learning Methods.

Published in:

Strength of Materials, 2025, v. 57, n. 2, p. 279, doi. 10.1007/s11223-025-00764-7

By:

Yakovchuk, P. V.;
Kravchenko, V. V.;
Shukayev, S. M.

Publication type:

Article

Development and interpretation of a machine learning risk prediction model for post-stroke depression in a Chinese population.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09322-2

By:

Zhong, Xia;
Zhao, Tianen;
Lv, Shimeng;
Zhang, Guangheng;
Li, Jing;
Liu, Donghai;
Jiao, Huachen

Publication type:

Article

Utilizing Deep Convolutional Neural Networks and Hybrid Classification for Gastrointestinal Disease Diagnosis from Capsule Endoscopy Images.

Published in:

Journal of Biomedical Physics & Engineering, 2025, v. 15, n. 4, p. 369, doi. 10.31661/jbpe.v0i0.2301-1590

By:

Amoli, Ehsan Roodgar;
Tehranizadeh, Amin Amiri;
Arabalibeik, Hossein

Publication type:

Article