Works matching DE "ENSEMBLE learning"

Results: 1223

A conformal regressor for predicting negative conversion time of Omicron patients.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 8, p. 2485, doi. 10.1007/s11517-024-03029-8

By:

Wang, Pingping;
Wu, Shenjing;
Tian, Mei;
Liu, Kunmeng;
Cong, Jinyu;
Zhang, Wei;
Wei, Benzheng

Publication type:

Article

Design of stacked ensemble classifier for skin cancer detection.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 34705, doi. 10.1007/s11042-025-20630-7

By:

Das, Abhishek;
Mohanty, Mihir Narayan

Publication type:

Article

A two-stage ensemble approach for the analysis of Parkinson's Disease using speech signals.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 33453, doi. 10.1007/s11042-025-20599-3

By:

Bhatt, Kavita;
Jayanthi, N;
Kumar, Manjeet

Publication type:

Article

Application of XGBoost algorithm and grid search hyperparameter tuning to study health effects among individuals in the industrial area.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 28, p. 34449, doi. 10.1007/s11042-024-20592-2

By:

Johnson, Susymary;
Perumalsamy, Deepalakshmi

Publication type:

Article

IensNet: A novel and efficient approach for iris spoof detection via ensemble of deep models.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 33237, doi. 10.1007/s11042-024-20524-0

By:

Sharma, Deepika;
Selwal, Arvind

Publication type:

Article

Multimodal random subspace for breast cancer molecular subtypes prediction by integrating multi-dimensional data.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 32671, doi. 10.1007/s11042-024-20504-4

By:

Nakach, Fatima-Zahrae;
Idri, Ali;
Tchokponhoue, Gbègninougbo Aurel Davy

Publication type:

Article

A novel word recognition system in Persian/Arabic handwritten words using stacking ensemble classifier of deep learning.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 31975, doi. 10.1007/s11042-024-20467-6

By:

Bozorgi, Donya;
Kheirkhah, Esmaeil;
Tavoli, Reza;
Sheibani, Reza

Publication type:

Article

Graph coloring based feature partitioning for multi-view convolutional neural networks.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 31865, doi. 10.1007/s11042-024-20459-6

By:

Kumar, Aditya;
Yadav, Jainath

Publication type:

Article

IWF-ECTIC: Improved Wiener filtering and ensemble of classification model for tourism image classification.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 32027, doi. 10.1007/s11042-024-20452-z

By:

Bhosale, Tejaswini A.;
Pushkar, S.

Publication type:

Article

Cost prediction for product development using hybrid deep learning model: a meta-heuristic model.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 27, p. 33307, doi. 10.1007/s11042-024-20437-y

By:

Abdel-Jaber, Mu tasime;
Makhoul, Nisrine;
Abdel-Jaber, Ma en;
Beale, Rob

Publication type:

Article

Student adaptivity classification in online education through stacked ensemble learning.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 26, p. 31119, doi. 10.1007/s11042-024-20421-6

By:

Sharif, Mathr;
Buyrukoglu, Selim;
Akbas, Ayhan

Publication type:

Article

Development of a machine learning model for predicting renal damage in children with closed spinal dysraphism.

Published in:

BMC Pediatrics, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12887-025-05936-7

By:

He, Yu;
Guo, Wan-liang;
Zhang, Ming-chang

Publication type:

Article

Prediction of coal mine water conduction fracture zone height based on integrated learning model.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13627-7

By:

Wang, Meng;
Zhang, Xufeng;
Li, Xin;
Fang, Zhongzheng;
Wei, Yafei;
Qin, Hongyan;
Wang, Shuai;
Liu, Tianyu;
Zheng, Yaqiang

Publication type:

Article

INTEGRATING MACHINE LEARNING INTO ALZHEIMER'S RESEARCH: A CLINICAL DECISION SUPPORT SYSTEM APPROACH.

Published in:

Turkish Journal of Geriatrics / Türk Geriatri Dergisi, 2025, v. 28, n. 2, p. 137, doi. 10.29400/tjgeri.2025.430

By:

ÜNAL, Ceyda;
GÖKŞEN, Yılmaz

Publication type:

Article

An integrated predictive model for Alzheimer's disease progression from cognitively normal subjects using generated MRI and interpretable AI.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-13478-2

By:

Aghaei, Atefe;
Moghaddam, Mohsen Ebrahimi

Publication type:

Article

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

Wind power prediction with accurate identification of ramp events based on Interval-SMOTE oversampling and ensemble learning.

Published in:

Wind Engineering, 2025, v. 49, n. 4, p. 1080, doi. 10.1177/0309524X251317513

By:

Han, Ying;
Wang, Xuemeng;
Li, Kun

Publication type:

Article

A multi-stage multivariable offshore wind speed assessment system incorporating statistical analysis, decomposition, feature selection, bias correction, and attention-based hybrid prediction.

Published in:

Wind Engineering, 2025, v. 49, n. 4, p. 1056, doi. 10.1177/0309524X251314204

By:

Cai, Jingjing;
Peng, Cheng;
Xu, Li;
Wu, Beibei;
Bian, Xiaoyan

Publication type:

Article

A hybrid model based on LSTM neural networks with attention mechanism for short-term wind power forecasting.

Published in:

Wind Engineering, 2025, v. 49, n. 4, p. 884, doi. 10.1177/0309524X231191163

By:

Marulanda, Geovanny;
Cifuentes, Jenny;
Bello, Antonio;
Reneses, Javier

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

Modeling of nanomaterial toxicity using a model averaging approach.

Published in:

Journal of Nanoparticle Research, 2025, v. 27, n. 7, p. 1, doi. 10.1007/s11051-025-06371-6

By:

Azizah, Rahmasari Nur;
Verheyen, Geert R.;
Shkedy, Ziv;
Miert, Sabine Van

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

基于机器学习的致密砂岩储层成岩相测井识别: 以川中地区沙溪庙组一段为例.

Published in:

Science Technology & Engineering, 2025, v. 25, n. 21, p. 8858, doi. 10.12404/j.issn.1671-1815.2406016

By:

曹脊翔;
陈思源;
肖柏夷;
杨曦冉;
罗莹莹;
陈宏;
吴丰

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

Investigating the Performance of Data-Driven Ensemble Machine Learning Models in Preliminary Designing Multi-Stage Friction Pendulum Bearings.

Published in:

Structural Engineering International, 2025, v. 35, n. 3, p. 435, doi. 10.1080/10168664.2024.2403587

By:

Habib, Ahed;
Yildirim, Umut

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