Works matching DE "ENSEMBLE learning"

Results: 1202

Semiparametric model averaging prediction in nested case-control studies.

Published in:

Journal of Applied Statistics, 2025, v. 52, n. 10, p. 1904, doi. 10.1080/02664763.2024.2447324

By:

Li, Mengyu;
Wang, Xiaoguang

Publication type:

Article

An Exploratory Application of Machine Learning Algorithms in Estimating Net Salaries in Romania.

Published in:

Romanian Economic Journal, 2025, v. 27, n. 90, p. 184, doi. 10.24818/REJ/2025/90/07

By:

Aiftincăi, Adriana

Publication type:

Article

Will they stay or will they go? application of machine learning classifiers of purchase and churn prediction to a digital journalistic platform.

Published in:

Journal of Media Business Studies, 2025, v. 22, n. 3, p. 237, doi. 10.1080/16522354.2024.2444075

By:

O'Brien, Daniel;
Kunz, Reinhard E.

Publication type:

Article

Improving Hate Speech Classification Through Ensemble Learning and Explainable AI Techniques.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 15, p. 11631, doi. 10.1007/s13369-024-09540-2

By:

Garg, Priya;
Sharma, M. K.;
Kumar, Parteek

Publication type:

Article

Uncertainty Analysis of Machine Learning Methods To Estimate Snow Water Equivalent Using Meteorological and Remote Sensing Data.

Published in:

Water Resources Management, 2025, v. 39, n. 9, p. 4471, doi. 10.1007/s11269-025-04164-z

By:

Goodarzi, Mohammad Reza;
Barzkar, Ali;
Sabaghzadeh, Maryam;
ghanbari, Meysam;
Fathollahzadeh Attar, Nasrin

Publication type:

Article

Mapping groundwater potentiality by using hybrid machine learning models under the scenario of climate variability: a national level study of Bangladesh.

Published in:

Environment, Development & Sustainability, 2025, v. 27, n. 8, p. 19799, doi. 10.1007/s10668-024-04687-2

By:

Sarkar, Showmitra Kumar;
Alshehri, Fahad;
Shahfahad;
Rahman, Atiqur;
Pradhan, Biswajeet;
Shahab, Muhammad

Publication type:

Article

BREAST-RANKNet: a fuzzy rank-based ensemble of CNNs with residual learning for enhanced breast cancer detection from ultrasound and mammogram images.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01250-2

By:

Asif, Sohaib;
Zhu, Lingying;
Yan, Dane;
Xu, Luman;
Huang, Zhengqiu;
Xu, Haimin;
Yan, Ruxuan;
Cai, Linghong;
Zheng, Changfu;
Lin, Jiamei;
Wang, Enyu

Publication type:

Article

A deep neural network combined with a two-stage ensemble model for detecting cracks in concrete structures.

Published in:

Frontiers of Structural & Civil Engineering, 2025, v. 19, n. 7, p. 1091, doi. 10.1007/s11709-025-1199-y

By:

Reis, Hatice Catal;
Turk, Veysel;
Kaya Yildiz, Cagla Melisa;
Bozkurt, Muhammet Furkan;
Karagoz, Seray Nur;
Ustuner, Mustafa

Publication type:

Article

Predicting bank inactivity: A comparative analysis of machine learning techniques for imbalanced data.

Published in:

Annals of Operations Research, 2025, v. 351, n. 1, p. 937, doi. 10.1007/s10479-024-06018-0

By:

Mrad, Ali Ben;
Lahiani, Amine;
Mefteh-Wali, Salma;
Mselmi, Nada

Publication type:

Article

Enhancing shear strength predictions of UHPC beams through hybrid machine learning approaches.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13444-y

By:

Sapkota, Sanjog Chhetri;
Shrestha, Ajad;
Haq, Moinul;
Paudel, Satish;
Tang, Waiching;
Kamyab, Hesam;
Rocchio, Daniele

Publication type:

Article

Predicting stunting status among under five children in ethiopia using ensemblemachine learning algorithms.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03206-1

By:

Ayele, Misganaw Ketema;
Baye, Getachew Alemu;
Yesuf, Seid Hassen;
Engda, Abebaw Agegne;
Mitiku, Eshetie Teka

Publication type:

Article

Mixture-of-experts graph transformers for interpretable particle collision detection.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-12003-9

By:

Genovese, Donatella;
Sgroi, Alessandro;
Devoto, Alessio;
Valentine, Samuel;
Wood, Lennox;
Sebastiani, Cristiano;
Scardapane, Simone;
D'Onofrio, Monica;
Giagu, Stefano

Publication type:

Article

Projected future changes in extreme climate indices affecting rice production in China using a multi-model ensemble of CMIP6 projections.

Published in:

Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1595367

By:

Chen, Xinmin;
Xiao, Dengpan;
Qi, Yongqing;
Shi, Zexu;
Bai, Huizi;
Lu, Yang;
Zhang, Man;
Pan, Peipei;
Ren, Dandan;
Yin, Xiaomeng;
Li, Renjie

Publication type:

Article

A Comment on: "Fisher–Schultz Lecture: Generic Machine Learning Inference on Heterogeneous Treatment Effects in Randomized Experiments, With an Application to Immunization in India" by Victor Chernozhukov, Mert Demirer, Esther Duflo, and Iván Fernández‐Val

Published in:

Econometrica, 2025, v. 93, n. 4, p. 1165, doi. 10.3982/ECTA22261

By:

Imai, Kosuke;
Li, Michael Lingzhi

Publication type:

Article

Motor and Sensory Function-based Ensemble Learning Classifiers for Detecting Cognitive Decline Subtypes.

Published in:

Sensors & Materials, 2025, v. 37, n. 7, Part 3, p. 3091, doi. 10.18494/SAM5631

By:

Shinyoung Lee;
Kiyoung Kwak;
Emilija Kostic;
Dongwook Kim

Publication type:

Article

Development of a Time-adaptive Ensemble Learning Algorithm for the Noninvasive Detection of Arteriovenous Fistula Occlusion in Hemodialysis Patients.

Published in:

Sensors & Materials, 2025, v. 37, n. 7, Part 3, p. 3043, doi. 10.18494/SAM5825

By:

Wen-Hsien Ho;
Kao-Shing Hwang;
Tian-Hsiang Huang;
Yu-Jui Lien;
Yi-Wen Chiu;
Yenming J. Chen

Publication type:

Article

Towards Safer Roads: A Review of Hybrid Machine Learning and Vision-Based Approaches for Speed Bump Detection in Intelligent Transportation Systems.

Published in:

International Journal of Safety & Security Engineering, 2025, v. 15, n. 6, p. 1293, doi. 10.18280/ijsse.150618

By:

Gupta, Ankita;
Abirami, P.;
Bharthuar, Om Prakash;
Malviya, Mukul;
Deshpande, Shripad

Publication type:

Article

A Hybrid Oversampling Approach for Fraud Detection: Integrating SMOTE-ENN and ADASYN.

Published in:

International Journal of Safety & Security Engineering, 2025, v. 15, n. 6, p. 1243, doi. 10.18280/ijsse.150614

By:

Mustafa, Ammar Ali;
Hussein, Haneen Mohammed;
Kadhim, Mohammed Mundher;
Hussein, Marwan J.

Publication type:

Article

基酒等级的近红外快速检测和基于SHAP的模型解释.

Published in:

China Brewing, 2025, v. 44, n. 7, p. 283, doi. 10.11882/j.issn.0254-5071.2025.07.041

By:

张磊;
庹先国;
张贵字;
王怡博;
向星睿;
严俊

Publication type:

Article

Comparison of Deep Learning and Ensemble Learning as Surrogate Models in the Early Stage of Ship Design.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 8, p. 2593

By:

Yustina, Nanda;
Ispandiari, Ade Ratih;
Roschyntawati, Annisa;
Qonita, Zulfa;
Shabrina, Nurul;
Gutami, Nanda Itohasi;
Fuadi, Noor Muhammad Ridha;
Waluyo;
Sadiah, Siti;
Kadir, Abdul;
Cahya, Zaid;
Rachmadi, Mochamad Adityo

Publication type:

Article

Integrating CEEMDAN-EWT and Hybrid Neural Network for Traffic Flow Forecasting.

Published in:

Engineering Letters, 2025, v. 33, n. 8, p. 3025

By:

Yang Xu;
Junyan Hu;
Cheng Yao;
Xiaorui Hu;
Hexin Peng;
Hongyu Long

Publication type:

Article

LSTM Short-term Electricity Load Forecasting Model Based on Improved Sparrow Search Algorithm and Ensemble Learning.

Published in:

Engineering Letters, 2025, v. 33, n. 8, p. 2996

By:

Ze Gong;
Yong Zhang

Publication type:

Article

ENSEMBLE DEEP LEARNING STUDY FOR PEST DETECTION IN STRAWBERRY PLANTS.

Published in:

Eduvest: Journal Of Universal Studies, 2025, v. 5, n. 6, p. 6478, doi. 10.59188/eduvest.v5i6.50311

By:

Nugroho, Kahargyan Ario;
Mandala, Satria

Publication type:

Article

Evaluating the sample size requirements of tree-based ensemble machine learning techniques for clinical risk prediction.

Published in:

Statistical Methods in Medical Research, 2025, v. 34, n. 7, p. 1356, doi. 10.1177/09622802251338983

By:

Kalaycıoğlu, Oya;
Pavlou, Menelaos;
Akhanlı, Serhat E;
de Belder, Mark A;
Ambler, Gareth;
Omar, Rumana Z

Publication type:

Article

Automatic Compiler Tuning for Inlining with Machine Learning.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2025, v. 39, n. 11, p. 1, doi. 10.1142/S0218001425520160

By:

Huang, Da;
Shi, Xiaohua;
Feng, Yuchen;
Zhao, Changhai;
Wen, Jiamin;
Shang, Minqiang

Publication type:

Article

ResCap-MobileNet: Integrating Multi-modal Feature Extraction and Ensemble Learning for Osteoporotic Fracture Detection.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2025, v. 39, n. 11, p. 1, doi. 10.1142/S0218001425510139

By:

Yelamati, Srilatha;
Thota, Srikanth

Publication type:

Article

DEVELOPMENT OF A HYBRID MACROECONOMIC MODEL FOR FORECAST OF ECONOMIC INDICATORS.

Published in:

Science World Journal, 2025, v. 20, n. 1, p. 289, doi. 10.4314/swj.v20i1.39

By:

Y. A., Ibrahim;
N. O., Nweze;
M. U., Adehi;
S. E., Chaku

Publication type:

Article

Prediction of Copper Matte Grade Based on DN-GAN Stacking Algorithm: Prediction of copper matte grade based on DN-GAN stacking algorithm: Li, Gu, Gao, Ding, and Yin.

Published in:

JOM: The Journal of The Minerals, Metals & Materials Society (TMS), 2025, v. 77, n. 1, p. 50, doi. 10.1007/s11837-024-06886-8

By:

Li, Tiangui;
Gu, Wenjuan;
Gao, Wenqi;
Ding, Can;
Yin, Yanchao

Publication type:

Article

Machine learning approach to predict the thermal performance and friction factor of cylindrical heat exchangers with perforated conical ring turbulators.

Published in:

Journal of Thermal Analysis & Calorimetry, 2025, v. 150, n. 7, p. 5841, doi. 10.1007/s10973-025-14092-0

By:

Gomathi, B.;
Ramanipriya, M.;
Anitha, S.

Publication type:

Article

Developing new high-entropy alloys with enhanced hardness using a hybrid machine learning approach: integrating interpretability and NSGA-II optimization.

Published in:

Journal of Materials Science, 2025, v. 60, n. 10, p. 4820, doi. 10.1007/s10853-025-10729-5

By:

Dey, Debsundar;
Pal, Anik;
Biyani, Pranjal;
Mandal, Pritam;
Pal, Snehanshu;
Das, Suchandan;
Dey, Santanu;
Ghosh, Manojit

Publication type:

Article

Fetal health risk prediction using ensemble-based machine learning approaches.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 8, p. 7227, doi. 10.1007/s10115-025-02442-1

By:

Mondal, Subhash;
Maity, Ranjan;
Nag, Amitava;
Ghosh, Soumadip

Publication type:

Article

Book recommendation using sentiment analysis and ensembling hybrid deep learning models.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 2, p. 1131, doi. 10.1007/s10115-024-02250-z

By:

Devika, P.;
Milton, A.

Publication type:

Article

Comparative analysis of automatic hair count estimation methods.

Published in:

Archives of Dermatological Research, 2025, v. 317, n. 1, p. 1, doi. 10.1007/s00403-025-03893-w

By:

Wang, Yi-Fan;
Hsu, Mei-Hua;
Wang, Max Yue-Feng

Publication type:

Article

An Ensemble Learning Framework for Model Fitting and Evaluation in Inverse Linear Optimization.

Published in:

INFORMS Journal on Optimization, 2021, v. 3, n. 2, p. 119, doi. 10.1287/ijoo.2019.0045

By:

Babier, Aaron;
Chan, Timothy C. Y.;
Lee, Taewoo;
Mahmood, Rafid;
Terekhov, Daria

Publication type:

Article

机器故障时装配作业车间重调度方式决策的集成学习模型.

Published in:

Journal of Wuhan University of Science & Technology, 2025, v. 48, n. 4, p. 309, doi. 10.3969/j.issn.1674-3644.2025.04.008

By:

王开元;
唐秋华;
成丽新;
赵联鹏

Publication type:

Article

Decision Tree based Framework for Business Decision Support System using Big Data Analytics.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 8, p. 5703

By:

Twinkle;
Kumar, Parveen

Publication type:

Article

Forecasting Efficient Prediction of Diabetic Coronary Heart Disease Using Hybrid Ensemble Learning Method (HELM) and Feature Selection Algorithm.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 5, p. 45

By:

Madhumalar, S.;
Sivakumar, S.

Publication type:

Article

Synergistic Fusion of Ultrasound Image Augmentation, Ensemble Learning, and Transfer Learning for Robustness Against Overfitting in Machine Learning Model Technique.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 4, p. 1142

By:

Dhandayuthapani, V. Bala;
Pal, Moumita;
Selvarani, A. Geetha;
raj, K. Bharath;
Prasad, Ch. Raghava;
Shabbeer Basha, K. Hazee

Publication type:

Article

A Comprehensive Survey on Skin disease detection using deep learning.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 3, p. 169

By:

B., Vidhyashree;
G. S., Prasanna Lakshmi

Publication type:

Article

IoT Based Fetal Heathcare Prediction using Machine Learning Approaches.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 3, p. 7452

By:

Devigasri, V.;
Ramyachitra, D.

Publication type:

Article

Enhancing Sugarcane Leaf Disease Diagnosis with USEM: A Hybrid Approach Using U-Net and Stacked Ensemble Learning.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 3, p. 4190

By:

B. C., Santhrupth;
C., Devaraj Verma

Publication type:

Article

A Novel Approach for Heart Disease Detection Using Hyperparameter-Tuned Random Forest Ensemble Method.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 3, p. 4260

By:

Devadass Daniel, J. Joel;
Thirumalaikumari, T.;
Choubey, Shruti Bhargava;
Theresa, W. Gracy;
Kumar, D. Praveen;
Rama, R. Senthil

Publication type:

Article

Enhanced Heart Disease Prediction Through Meta-Features and Optimized Diagnostic Techniques.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 2, p. 129

By:

Gulhane, Monali;
Sajana, T.

Publication type:

Article

Enhancing coronary artery diseases screening: A comprehensive assessment of machine learning approaches using routine clinical and laboratory data.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 1, p. 1, doi. 10.30699/fhi.v13i0.555

By:

Naji, Shahryar;
Niazkhani, Zahra;
Khademvatan, Kamal;
Pirnejad, Habibollah

Publication type:

Article

基于集成学习的虹膜分割算法.

Published in:

Electronic Science & Technology, 2025, v. 38, n. 3, p. 88, doi. 10.16180/j.cnki.issn1007-7820.2025.03.012

By:

孙佳倩;
朱金荣;
张小宝;
张云恺;
龚卫娟

Publication type:

Article

Hybrid Attention-Enhanced Xception and Dynamic Chaotic Whale Optimization for Brain Tumor Diagnosis.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 7, p. 747, doi. 10.3390/bioengineering12070747

By:

Ibrahim, Aliyu Tetengi;
Hassan, Ibrahim Hayatu;
Abdullahi, Mohammed;
Kana, Armand Florentin Donfack;
Abubakar, Amina Hassan;
Mohammed, Mohammed Tukur;
Gabralla, Lubna A.;
Rusydi, Mohamad Khoiru;
Chiroma, Haruna

Publication type:

Article

A Unified Deep Learning Ensemble Framework for Voice-Based Parkinson's Disease Detection and Motor Severity Prediction.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 7, p. 699, doi. 10.3390/bioengineering12070699

By:

Khedimi, Madjda;
Zhang, Tao;
Dehmani, Chaima;
Zhao, Xin;
Geng, Yanzhang

Publication type:

Article

Hierarchical Swin Transformer Ensemble with Explainable AI for Robust and Decentralized Breast Cancer Diagnosis.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 6, p. 651, doi. 10.3390/bioengineering12060651

By:

Ahmed, Md. Redwan;
Rahman, Hamdadur;
Limon, Zishad Hossain;
Siddiqui, Md Ismail Hossain;
Khan, Mahbub Alam;
Pranta, Al Shahriar Uddin Khondakar;
Haque, Rezaul;
Swapno, S M Masfequier Rahman;
Cho, Young-Im;
Abdallah, Mohamed S.

Publication type:

Article

Machine Learning Techniques Applied to COVID-19 Prediction: A Systematic Literature Review.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 5, p. 514, doi. 10.3390/bioengineering12050514

By:

Cheng, Yunyun;
Cheng, Rong;
Xu, Ting;
Tan, Xiuhui;
Bai, Yanping

Publication type:

Article

Enhanced and Interpretable Prediction of Multiple Cancer Types Using a Stacking Ensemble Approach with SHAP Analysis.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 5, p. 472, doi. 10.3390/bioengineering12050472

By:

Ganie, Shahid Mohammad;
Dutta Pramanik, Pijush Kanti;
Zhao, Zhongming

Publication type:

Article