Works about ENSEMBLE learning

Results: 829

Characterizing Layer-Specific Mechanical Properties of Soft Materials by Pipette Aspiration Using Transformer Model and SHapley Additive exPlanations.

Published in:

International Journal of Applied Mechanics, 2025, v. 17, n. 6, p. 1, doi. 10.1142/S1758825125500486

By:

Sheng, Jun-Yuan;
Jia, Xiang-Yu;
Guo, Zheng-Hui;
Gao, Yuan;
Cao, Yan-Ping;
Feng, Xi-Qiao

Publication type:

Article

Machine learning-based hybrid risk estimation system (ERES) in cardiac surgery: Supplementary insights from the ASA score analysis.

Published in:

PLoS Digital Health, 2025, v. 4, n. 6, p. 1, doi. 10.1371/journal.pdig.0000889

By:

Birlik, Ayşe Banu;
Tozan, Hakan;
Köse, Kevser Banu

Publication type:

Article

PREDICTIVE MODELING FOR SMOKING STATUS AND LUNG CANCER RISK CLASSIFICATION: A MACHINE LEARNING APPROACH.

Published in:

International Journal of Advanced Research in Computer Science, 2025, v. 16, n. 3, p. 75, doi. 10.26483/ijarcs.v16i3.7270

By:

Pasupuleti, Nagarjuna

Publication type:

Article

Unveiling spatial domains from spatial multi-omics data using dual-graph regularized ensemble learning.

Published in:

Communications Biology, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s42003-025-08372-6

By:

Li, Ying;
Cai, Guangchang;
Chen, Fuqun;
Wen, Kepei;
Ou-Yang, Le

Publication type:

Article

A Privacy‐Preserving Federated Learning Framework for Ambient Temperature Estimation With Crowdsensing and Exponential Mechanism.

Published in:

International Journal of Intelligent Systems, 2025, v. 2025, p. 1, doi. 10.1155/int/5531568

By:

Zareie, Saeid;
Esmaeilyfard, Rasool;
Shamsinejadbabaki, Pirooz;
Murray, Richard

Publication type:

Article

Automated classification of FAMACHA scores using Machine Learning Models for Anemia detection in small ruminants.

Published in:

Journal of Animal Science, 2025, v. 103, p. 127

By:

Ellington, Cornelius;
Villa, Andrea;
Singh, Anurag;
Siddique, Aftab;
Van Wyk, Jan;
Terrill, Thomas H.

Publication type:

Article

Integrated Machine-learning Force Prediction Model of H-shaped Steel during Hot-rolling Manufacturing with Measurements via Sensors.

Published in:

Sensors & Materials, 2025, v. 37, n. 6, Part 2, p. 2287, doi. 10.18494/SAM5569

By:

Long Wu;
De-Yu Zang;
Kun-Chieh Wang;
Si-Jie Qiu;
Jian-Zhou Pan

Publication type:

Article

Prediction of Violence Against Women Using Ensemble Learning Models: A Comparative Study of LightGBM, XGBoost, and Others.

Published in:

International Journal of Safety & Security Engineering, 2025, v. 15, n. 4, p. 727, doi. 10.18280/ijsse.150409

By:

Warnars, Harco Leslie Hendric Spits;
Sunge, Aswan Supriyadi;
Suzanna;
Bevlyadi, Beni;
Muyeba, Maybin K.

Publication type:

Article

Short term power load forecasting system based on improved neural network deep learning model.

Published in:

Advanced Control for Applications, 2024, v. 6, n. 4, p. 1, doi. 10.1002/adc2.197

By:

Yuan, Lulu

Publication type:

Article

Combining clustering and ensemble learning for groundwater quality monitoring: a data-driven framework for sustainable water management.

Published in:

Environmental Science & Pollution Research, 2025, v. 32, n. 23, p. 13862, doi. 10.1007/s11356-025-36477-2

By:

Kaur, Harjot;
Bansod, Babankumar S.;
Khungar, Parth;
Dhawan, Chirag

Publication type:

Article

Hybrid Deep Learning and Contextual Features for Figurative Language Detection in Product Reviews.

Published in:

International Journal of Intelligent Engineering & Systems, 2025, v. 18, n. 6, p. 845, doi. 10.22266/ijies2025.0731.52

By:

Subowo, Edy;
Soeprobowati, Tri Retnaningsih;
Widodo, Aris Puji

Publication type:

Article

Eye Disease Classification Based on Hybrid Deep Features with Principal Component Analysis and Blending Ensemble Learning.

Published in:

International Journal of Intelligent Engineering & Systems, 2025, v. 18, n. 6, p. 179, doi. 10.22266/ijies2025.0731.12

By:

Abdullah, Ahmed Aizaldeen;
Aldhahab, Ahmed;
Al Abboodi, Hanaa Mohsin

Publication type:

Article

Makine Öğrenmesi Algoritmaları Kullanarak Erken Dönemde Diyabet Hastalığı Riskinin Araştırılması.

Published in:

Journal of Intelligent Systems: Theory & Applications, 2021, v. 4, n. 1, p. 55, doi. 10.38016/jista.877292

By:

BİLGİN, Gürkan

Publication type:

Article

Efficient Malware Classification using Transfer Learning and Stacked Ensemble Techniques.

Published in:

International Journal of Mathematical, Engineering & Management Sciences, 2025, v. 10, n. 4, p. 913, doi. 10.33889/IJMEMS.2025.10.4.044

By:

Kumar, Krishna;
Mandoria, Hardwari Lal;
Singh, Rajeev

Publication type:

Article

Machine learning-based drought prediction using Palmer Drought Severity Index and TerraClimate data in Ethiopia.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0326174

By:

Melese, Tadele;
Assefa, Gizachew;
Terefe, Baye;
Belay, Tatek;
Bayable, Getachew;
Senamew, Abebe

Publication type:

Article

Ensemble Machine Learning Classifiers Combining CT Radiomics and Clinical-Radiological Features for Preoperative Prediction of Pathological Invasiveness in Lung Adenocarcinoma Presenting as Part-Solid Nodules: A Multicenter Retrospective Study.

Published in:

Technology in Cancer Research & Treatment, 2025, p. 1, doi. 10.1177/15330338251351365

By:

Li, Yunhua;
Ding, Jianbang;
Wu, Kun;
Qi, Wanyin;
Lin, Shanyue;
Chen, Gangwen;
Zuo, Zhichao

Publication type:

Article

Predicting mortgage credit defaults in morocco using machine learning approaches.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00303-y

By:

Hade, Amine;
Elhia, Mohamed

Publication type:

Article

A New IoTs Security Framework Using Hybrid Machine Learning Techniques.

Published in:

IETE Journal of Research, 2025, v. 71, n. 4, p. 1356, doi. 10.1080/03772063.2024.2447875

By:

Kokaz, Amjed Sabbar;
Kurnaz Türkben, Ayça

Publication type:

Article

SRF2T-ID: an implementation of ensemble learning-based IDS with wireless of things secure communication for smart residency environment.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 18, p. 12525, doi. 10.1007/s00521-025-11154-0

By:

Barman, Prokash;
Chowdhury, Ratul;
Chakraborty, Tamal;
Goswami, Arpan;
Ghosh, Sayak;
Saha, Banani

Publication type:

Article

A novel coarse-grained knowledge graph embedding framework for platform risk identification from relational data.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 18, p. 12231, doi. 10.1007/s00521-025-11127-3

By:

Zhang, Qi;
Wang, Shicheng;
Wang, Lihong;
Sheng, Jiawei;
Guo, Shu;
Li, Chen;
He, Min;
Zhang, Renqiang

Publication type:

Article

Prediction of SOC content using NIR spectroscopy and DSANN.

Published in:

Agrochemistry & Soil Science / Agrokémia és Talajtan, 2025, v. 74, n. 1, p. 33, doi. 10.1556/0088.2024.00176

By:

Jakkan, Digambar Aggayya;
Ghare, Pradnya;
Kumar, Nirmal;
Sakode, Chandrashekhar

Publication type:

Article

Robust K‐Fold Cross‐Validation Model Averaging Prediction.

Published in:

Stat, 2025, v. 14, n. 2, p. 1, doi. 10.1002/sta4.70068

By:

Dong, Yixi;
Yan, Xingyu

Publication type:

Article

A novel machine learning models for meteorological drought forecasting in the semi-arid climate region.

Published in:

Applied Water Science, 2025, v. 15, n. 6, p. 1, doi. 10.1007/s13201-025-02445-x

By:

Pande, Chaitanya Baliram;
Vishwakarma, Dinesh Kumar;
Srivastava, Aman;
Moharir, Kanak N.;
Alshehri, Fahad;
Din, Norashidah Md;
Sidek, Lariyah Mohd;
Đurin, Bojan;
Tolche, Abebe Debele

Publication type:

Article

The Bayesian mixture expert recognition model for tobacco leaf curing stages based on feature fusion.

Published in:

Plant Methods, 2025, v. 21, n. 1, p. 1, doi. 10.1186/s13007-025-01384-7

By:

Zhao, Panzhen;
Duan, Shijiang;
Wang, Songfeng;
Wang, Aihua;
Meng, Lingfeng;
Wang, Zhicheng;
Dai, Yingpeng

Publication type:

Article

A machine learning based authentication and intrusion detection scheme for IoT users anonymity preservation in fog environment.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0323954

By:

Oliullah, Khondokar;
Whaiduzzaman, Md;
Mahi, Md. Julkar Nayeen;
Jan, Tony;
Barros, Alistair

Publication type:

Article

UAV-based water pollutants detection and classification framework using multi-modal and multi-sensor ensemble learning.

Published in:

Environmental Monitoring & Assessment, 2025, v. 197, n. 6, p. 1, doi. 10.1007/s10661-025-14104-4

By:

Pichhika, Hari Chandana;
Yerra, Raja Vara Prasad

Publication type:

Article

基于攻击流量和漏洞驱动的态势感知评估方法.

Published in:

Journal of Data Acquisition & Processing / Shu Ju Cai Ji Yu Chu Li, 2025, v. 40, n. 3, p. 832, doi. 10.16337/j.1004‑9037.2025.03.021

By:

李岩;
王梓莹;
冒佳明;
顾智敏;
姜海涛

Publication type:

Article

Single and Ensemble Based Filters in Environmental Data.

Published in:

Expert Systems, 2025, v. 42, n. 7, p. 1, doi. 10.1111/exsy.70076

By:

Cherif, Yousra;
Idri, Ali

Publication type:

Article

ONTDAS: An Optimized Noise-Based Traffic Data Augmentation System for Generalizability Improvement of Traffic Classifiers.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 365, doi. 10.32604/cmc.2025.064438

By:

Yu, Rongwei;
Yin, Jie;
Xiang, Jingyi;
Shao, Qiyun;
Wang, Lina

Publication type:

Article

BDS-3 Satellite Orbit Prediction Method Based on Ensemble Learning and Neural Networks.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 1507, doi. 10.32604/cmc.2025.063722

By:

Wei, Ruibo;
Kong, Yao;
Li, Mengzhao;
Liu, Feng;
Cheng, Fang

Publication type:

Article

Short-term power load forecasting based on SKDR hybrid model.

Published in:

Electrical Engineering, 2025, v. 107, n. 5, p. 5769, doi. 10.1007/s00202-024-02821-x

By:

Yuan, Yongliang;
Yang, Qingkang;
Ren, Jianji;
Mu, Xiaokai;
Wang, Zhenxi;
Shen, Qianlong;
Li, Yanan

Publication type:

Article

Ensemble Learning for Diabetes Classification Using Voting Classifier on CDC Health Indicators Dataset.

Published in:

Cyprus Journal of Medical Sciences, 2025, v. 10, p. 1, doi. 10.4274/cjms.2025.2024-126

By:

Arman, Bardia;
Jazayeri, Kian;
Celebi, Erbug;
Alpan, Kezban;
Dimililer, Kamil

Publication type:

Article

Glaucoma detection with the segmentation of optic disc and cup region using improved u-net and classification algorithm.

Published in:

Przegląd Elektrotechniczny, 2025, v. 2025, n. 5, p. 71, doi. 10.15199/48.2025.05.15

By:

V., Krishnamoorthy;
S., Logeswari;
S., Sivanantham;
V., Akshaya;
K., Ganagavalli;
V., Mohanraj

Publication type:

Article

AI-Driven Clinical Decision Support Framework for Early Diagnosis of Genetic Diseases In Children.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 415

By:

Deepika, R.;
Reddy, Challa Sandeep;
Anjali, Lingampally;
Teja, Peddagoni Ravi;
Dhakshayani, Cholleti

Publication type:

Article

Indoor Localization Data Analytics: Integrating Wi-Fi and Inertial Sensor Data from Smartwatches and Smartphones.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 121

By:

Anusha, Pasupunooti;
Pranathi, Yerukonda;
Pravardhan, Veldandi;
Chary, Velakanti Anvesh;
Kumar, Padigela Venkata Sai

Publication type:

Article

ML-DRIVEN PALM PRINT AUTHENTICATION SYSTEM FOR SECURITY APPLICATIONS.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 99

By:

Maheshwari, Burgu;
Chandana, Pasupuleti;
Arjun, Arsham;
Ranadheer, Gandloju;
Rishikesh, Puppala

Publication type:

Article

Comparative Analysis of Machine Learning Methods with Chaotic AdaBoost and Logistic Mapping for Real-Time Sensor Fusion in Autonomous Vehicles: Enhancing Speed and Acceleration Prediction Under Uncertainty.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3485, doi. 10.3390/s25113485

By:

Bilban, Mehmet;
İnan, Onur

Publication type:

Article

A Feasibility Study of Domain Adaptation for Exercise Intensity Recognition Based on Wearable Sensors.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3437, doi. 10.3390/s25113437

By:

Pang, Lei;
Li, Yi;
Liao, Ming-Xia;
Qiu, Jia-Gang;
Li, Hui;
Wang, Zhen;
Sun, Gang

Publication type:

Article

Machine Learning-Based Security Solutions for IoT Networks: A Comprehensive Survey.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3341, doi. 10.3390/s25113341

By:

Alfahaid, Abdullah;
Alalwany, Easa;
Almars, Abdulqader M.;
Alharbi, Fatemah;
Atlam, Elsayed;
Mahgoub, Imad

Publication type:

Article

Application of Machine Learning Models for the Early Detection of Metritis in Dairy Cows Based on Physiological, Behavioural and Milk Quality Indicators.

Published in:

Animals (2076-2615), 2025, v. 15, n. 11, p. 1674, doi. 10.3390/ani15111674

By:

Džermeikaitė, Karina;
Krištolaitytė, Justina;
Antanaitis, Ramūnas

Publication type:

Article

An ensemble-based 3D residual network for the classification of Alzheimer's disease.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0324520

By:

Yang, Xiaoli;
Zhou, Jiayi;
Wang, Chenchen;
Li, Xiao;
Wang, Jiawen;
Duan, Angchao;
Du, Nuan

Publication type:

Article

Aggregating Image Segmentation Predictions with Probabilistic Risk Control Guarantees.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1711, doi. 10.3390/math13111711

By:

Alvarez, Joaquin;
Roman-Rangel, Edgar

Publication type:

Article

PWFS: Probability-Weighted Feature Selection.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2264, doi. 10.3390/electronics14112264

By:

Ayanoglu, Mehmet B.;
Uysal, Ismail

Publication type:

Article

Optimizing Smart Grid Load Forecasting via a Hybrid Long Short-Term Memory-XGBoost Framework: Enhancing Accuracy, Robustness, and Energy Management.

Published in:

Energies (19961073), 2025, v. 18, n. 11, p. 2842, doi. 10.3390/en18112842

By:

Dakheel, Falah;
Çevik, Mesut

Publication type:

Article

ASTER GDEM Correction Based on Stacked Ensemble Learning and ICEsat-2/ATL08: A Case Study from the Qilian Mountains.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1839, doi. 10.3390/rs17111839

By:

Wei, Qi;
Zhang, Yanli;
Ma, Yalong;
Yang, Ruirui;
Lei, Kairui

Publication type:

Article

A Stacking Ensemble-Based Multi-Channel CNN Strategy for High-Accuracy Damage Assessment in Mega-Sub Controlled Structures.

Published in:

Buildings (2075-5309), 2025, v. 15, n. 11, p. 1775, doi. 10.3390/buildings15111775

By:

Wei, Zheng;
Wang, Xinwei;
Fan, Buqiao;
Shahzad, Muhammad Moman

Publication type:

Article

Mitigating Long-Term Forecasting Bias in Time-Series Neural Networks via Ensemble of Short-Term Dependencies.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6371, doi. 10.3390/app15116371

By:

Wang, Jiahui;
Zhou, Wenqian;
Chen, Fangshu;
Wang, Liming;
Pan, Ruijun;
Yu, Chengcheng

Publication type:

Article

Generating 1 km Seamless Land Surface Temperature from China FY3C Satellite Data Using Machine Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6202, doi. 10.3390/app15116202

By:

Liu, Xinhan;
Zhu, Weiwei;
Zhuang, Qifeng;
Sun, Tao;
Chen, Ziliang

Publication type:

Article

Examination of Landslide Susceptibility Modeling Using Ensemble Learning and Factor Engineering.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6192, doi. 10.3390/app15116192

By:

Zhang, Lizhou;
Ye, Siqiao;
He, Deping;
Wang, Linfeng;
Li, Weiping;
Jin, Bijing;
Zeng, Taorui

Publication type:

Article

A Comparative Analysis of Different Machine Learning Algorithms Developed with Hyperparameter Optimization in the Prediction of Student Academic Success.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 5879, doi. 10.3390/app15115879

By:

Demirtürk, Bahar;
Harunoğlu, Tuba

Publication type:

Article