Works matching DE "ENSEMBLE learning"

Results: 680

Predicting postoperative chronic opioid use with fair machine learning models integrating multi-modal data sources: a demonstration of ethical machine learning in healthcare.

Published in:

Journal of the American Medical Informatics Association, 2025, v. 32, n. 6, p. 985, doi. 10.1093/jamia/ocaf053

By:

Soley, Nidhi;
Rattsev, Ilia;
Speed, Traci J;
Xie, Anping;
Ferryman, Kadija S;
Taylor, Casey Overby

Publication type:

Article

Accurate prediction of virulence factors using pre-train protein language model and ensemble learning.

Published in:

BMC Genomics, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12864-025-11694-8

By:

Li, Guanghui;
Zhou, Jian;
Luo, Jiawei;
Liang, Cheng

Publication type:

Article

Application of supervised machine learning models in human emotion classification using Tsallis entropy as a feature.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01177-8

By:

Patel, Pragati;
B., Sivarenjani;
Annavarapu, Ramesh Naidu

Publication type:

Article

Improving Breast Cancer Diagnosis in Mammograms with Progressive Transfer Learning and Ensemble Deep Learning.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 10, p. 7697, doi. 10.1007/s13369-024-09428-1

By:

Khaled, Mamar;
Touazi, Fayçal;
Gaceb, Djamel

Publication type:

Article

Expected length of stay in residential aged care facilities in Australia: Assessing the impact of dementia using machine learning.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0321612

By:

Fracalossi, Alexander;
Zhang, Jinhui;
Lee, Evelyn;
Shi, Yanlin

Publication type:

Article

An adaptive feedback system for the improvement of learners.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-01429-w

By:

Qadir, Hafiz Muhammad;
Khan, Rafaqat Alam;
Rasool, Mudassar;
Sohaib, Muhammad;
Shah, Mohd Asif;
Hasan, Md Junayed

Publication type:

Article

面向语音伪造检测的集成学习方法研究.

Published in:

Journal of Chongqing University of Posts & Telecommunications (Natural Science Edition) / Chongqing Youdian Daxue Xuebao (Ziran Kexue Ban), 2025, v. 37, n. 2, p. 250, doi. 10.3979/j.issn.1673-825X.202402010028

By:

阁红灿;
李闰森;
樊秋红

Publication type:

Article

Developing a multiomics data-based mathematical model to predict colorectal cancer recurrence and metastasis.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03012-9

By:

Li, Bing;
Xiao, Ming;
Zeng, Rong;
Zhang, Le

Publication type:

Article

A meta-analysis of the diagnostic test accuracy of artificial intelligence predicting emergency department dispositions.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03010-x

By:

Kuo, Kuang-Ming;
Chang, Chao Sheng

Publication type:

Article

Pothole Detection: A Study of Ensemble Learning and Decision Framework.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 4, p. 67, doi. 10.14569/ijacsa.2025.0160408

By:

Gorro, Ken D.;
Ranolo, Elmo B.;
Ilano, Anthony S.;
Balijon, Deofel P.

Publication type:

Article

Constructing ensembles for hate speech detection.

Published in:

Natural Language Processing (29770424), 2025, v. 31, n. 3, p. 745, doi. 10.1017/nlp.2024.44

By:

Kucukkaya, Izzet Emre;
Toraman, Cagri

Publication type:

Article

Improving Security-Sensitive Deep Learning Models through Adversarial Training and Hybrid Defense Mechanisms.

Published in:

Journal of Cybersecurity (2579-0072), 2025, v. 7, n. 1, p. 45, doi. 10.32604/jcs.2025.063606

By:

Wen, Xuezhi;
Danso, Eric;
Danso, Solomon

Publication type:

Article

基于递归分析和Stacking集成学习的轴承故障诊断方法.

Published in:

Journal of Nanjing University of Information Science & Technology (Natural Science Edition) / Nanjing Xinxi Gongcheng Daxue Xuebao (ziran kexue ban), 2025, v. 17, n. 2, p. 235, doi. 10.13878/j.cnki.jnuist.20240617001

By:

黄静静;
武文媗;
田宇;
王灿;
王茂发

Publication type:

Article

Explainable Artificial Intelligence for Diagnosis and Staging of Liver Cirrhosis Using Stacked Ensemble and Multi-Task Learning.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 9, p. 1177, doi. 10.3390/diagnostics15091177

By:

Savaş, Serkan

Publication type:

Article

Editorial for the Special Issue "Medical Data Processing and Analysis—2nd Edition".

Published in:

2025

By:

Mustafa, Wan Azani;
Alquran, Hiam

Publication type:

Editorial

Applicability of Machine Learning and Mathematical Equations to the Prediction of Total Organic Carbon in Cambrian Shale, Sichuan Basin, China.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4957, doi. 10.3390/app15094957

By:

Zheng, Majia;
Zhao, Meng;
Wu, Ya;
Chen, Kangjun;
Zheng, Jiwei;
Tang, Xianglu;
Liu, Dadong

Publication type:

Article

Sleep Posture Recognition Method Based on Sparse Body Pressure Features.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4920, doi. 10.3390/app15094920

By:

Li, Changyun;
Ren, Guoxin;
Wang, Zhibing

Publication type:

Article

Evaluation of Rural Visual Landscape Quality Based on Multi-Source Affective Computing.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4905, doi. 10.3390/app15094905

By:

Zhao, Xinyu;
Lin, Lin;
Guo, Xiao;
Wang, Zhisheng;
Li, Ruixuan

Publication type:

Article

Windows Malware Detection via Enhanced Graph Representations with Node2Vec and Graph Attention Network.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4775, doi. 10.3390/app15094775

By:

Sarı, Nisa Vuran;
Acı, Mehmet;
Acı, Çiğdem İnan

Publication type:

Article

Research on Pedestrian Avoidance Behavior for School Section Based on Improved BP Neural Network and XGboost Algorithm.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4724, doi. 10.3390/app15094724

By:

Lu, Guiliang;
Liu, Mingwei

Publication type:

Article

EL-MTSA: Stock Prediction Model Based on Ensemble Learning and Multimodal Time Series Analysis.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4669, doi. 10.3390/app15094669

By:

Kong, Jianlei;
Zhao, Xueqi;
He, Wenjuan;
Yang, Xiaobo;
Jin, Xuebo

Publication type:

Article

HEM NAEMP: a novel hybrid ensemble model for North Anatolian Fault zone earthquake magnitude prediction.

Published in:

Natural Hazards, 2025, v. 121, n. 7, p. 8387, doi. 10.1007/s11069-025-07134-1

By:

Özceylan, Elif;
Karadayı Ataş, Pınar

Publication type:

Article

Multi-Domain Controversial Text Detection Based on a Machine Learning and Deep Learning Stacked Ensemble.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 9, p. 1529, doi. 10.3390/math13091529

By:

Liu, Jiadi;
Liu, Zhuodong;
Li, Qiaoqi;
Kong, Weihao;
Li, Xiangyu

Publication type:

Article

Credit Rating Model Based on Improved TabNet.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 9, p. 1473, doi. 10.3390/math13091473

By:

Wang, Shijie;
Zhang, Xueyong

Publication type:

Article

Active Learning–Enhanced Ensemble Method for Spatiotemporal Correlation Modeling of Neighboring Bridge Behaviors to Girder Overturning.

Published in:

Structural Control & Health Monitoring, 2025, v. 2025, p. 1, doi. 10.1155/stc/6047080

By:

An, Ru;
Sun, Mengjin;
Dong, You;
Guo, Lu;
Jia, Lei;
Lei, Xiaoming;
Jankowski, Łukasz

Publication type:

Article

Personalized Federated Transfer Learning for Building Energy Forecasting via Model Ensemble with Multi-Level Masking in Heterogeneous Sensing Environment.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 9, p. 1790, doi. 10.3390/electronics14091790

By:

Kim, Hakjae;
Dorjgochoo, Sarangerel;
Park, Hansaem;
Lee, Sungju

Publication type:

Article

冷轧带材多通道板形并行预报方法.

Published in:

China Mechanical Engineering, 2025, v. 36, n. 3, p. 558, doi. 10.3969/j.issn.l004-132X.2025.03.019

By:

段伯伟;
王东城;
徐扬欢;
刘宏民

Publication type:

Article

DECISION SUPPORT SYSTEM FOR IMPROVING BREAST CANCER DIAGNOSIS USING ENSEMBLE LEARNING.

Published in:

Computing & Informatics, 2025, v. 44, n. 1, p. 124, doi. 10.31577/cai_2025_1_124

By:

ZAHABY, Mohammad;
SHIRI, Mohammad Ebrahim;
Seyyed JAVADI, Hamid Haj;
BOROUMANDZADEH, Mostafa

Publication type:

Article

iPiDA-LGE: a local and global graph ensemble learning framework for identifying piRNA-disease associations.

Published in:

BMC Biology, 2025, v. 23, n. 1, p. 1, doi. 10.1186/s12915-025-02221-y

By:

Wei, Hang;
Hou, Jialu;
Liu, Yumeng;
Shaytan, Alexey K.;
Liu, Bin;
Wu, Hao

Publication type:

Article

A Stacking Ensemble Learning Algorithm for Anomaly Early Detection of Liquid Levels in High-Pressure Heaters of Turbine Reheat Systems.

Published in:

International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 3, p. 1, doi. 10.1142/S0129156425400609

By:

Xu, Wei;
Zhou, Ti;
Wang, Yong;
Wang, Naibin;
Qin, Pan;
Li, Guoqing;
Liang, Shichang

Publication type:

Article

Machine Learning for Indoor Air Quality Assessment: A Systematic Review and Analysis.

Published in:

Environmental Modeling & Assessment, 2025, v. 30, n. 2, p. 417, doi. 10.1007/s10666-024-10001-1

By:

Saini, Jagriti;
Dutta, Maitreyee;
Marques, Gonçalo

Publication type:

Article

Blended Ensemble Learning for Robust Normal Behavior Modeling of Wind Turbines.

Published in:

Energy Science & Engineering, 2025, v. 13, n. 5, p. 2565, doi. 10.1002/ese3.70055

By:

Zhu, Jianghao;
Pei, Tingting;
Su, Le;
Lan, Bin;
Chen, Wei

Publication type:

Article

Integrating ensemble machine learning and multi-omics approaches to identify Dp44mT as a novel anti- Candida albicans agent targeting cellular iron homeostasis.

Published in:

Frontiers in Pharmacology, 2025, p. 1, doi. 10.3389/fphar.2025.1574990

By:

Chai, Xiaowei;
Jiang, Yuanying;
Lu, Hui;
Huang, Xin

Publication type:

Article

A cooperative intrusion detection system for internet of things using fuzzy logic and ensemble of convolutional neural networks.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-99938-1

By:

Qiu, Xiongwei;
Shi, Lianzhi;
Fan, Pengtong

Publication type:

Article

Vibration-Based Fault Diagnosis of Multi-Point Tool Inserts in Vertical Machining Centers Using Decision Tree, Random Forest Classifiers and Hybrid Stacking Model: A Machine Learning Approach.

Published in:

Journal of Mines, Metals & Fuels, 2025, v. 73, n. 4, p. 881, doi. 10.18311/jmmf/2025/47993

By:

Ingale, Muralidhar;
Bhortake, Rupesh;
Waghulde, Kishor

Publication type:

Article

CACBL-Net: a lightweight skin cancer detection system for portable diagnostic devices using deep learning based channel attention and adaptive class balanced focal loss function.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 14, p. 12877, doi. 10.1007/s11042-024-19485-1

By:

Agrawal, Rishi;
Gupta, Neeraj;
Jalal, Anand Singh

Publication type:

Article

GEL-TTA Net: a Global ensemble learning network for the localization of small-scale and mixed intracranial hemorrhages through test time augmentations.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 14, p. 13005, doi. 10.1007/s11042-024-19393-4

By:

Kothala, Lakshmi Prasanna;
Guntur, Sitaramanjaneya Reddy

Publication type:

Article

A new ensemble method for brain tumor segmentation.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 13, p. 12081, doi. 10.1007/s11042-024-19434-y

By:

Laouali, Souleymane Mahaman;
Chebbah, Mouna;
Nakouri, Haïfa

Publication type:

Article

Optimized COVID-19 detection using sparse deep learning models from multimodal imaging data.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 13, p. 11451, doi. 10.1007/s11042-024-18987-2

By:

Moradi, MohammadMahdi;
Hassanzadeh, Alireza;
Haghanifar, Arman;
Ko, Seok Bum

Publication type:

Article

A predictive framework using advanced machine learning approaches for measuring and analyzing the impact of synthetic agrochemicals on human health.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-00509-1

By:

Singh, Sahezpreet;
Kaur, Puneet;
Kaur, Inderdeep;
Singh, Gurpreet;
Kaur, Satinder;
Kaur, Parminder

Publication type:

Article

A MACHINE VISION SYSTEM FOR INSPECTING MECHANICAL PARTS.

Published in:

Machine Graphics & Vision, 2025, v. 34, n. 1, p. 75, doi. 10.22630/mgv.2025.34.1.4

By:

Rajagounder, Rajamani

Publication type:

Article

V3DI ENSEMBLE MODEL FOR HIGH-ACCURACY AERIAL SCENE CLASSIFICATION.

Published in:

Machine Graphics & Vision, 2025, v. 34, n. 1, p. 25, doi. 10.22630/MGV.2025.34.1.2

By:

Shastry, K. Aditya;
Itagi, Reshma

Publication type:

Article

基于多项式回归和堆叠模型的花生产量预测.

Published in:

Transactions of the Chinese Society of Agricultural Engineering, 2025, v. 41, n. 8, p. 165, doi. 10.11975/j.issn.1002-6819.202407244

By:

漆海霞;
黄荟良;
罗锡文;
黄世淳;
胡炼

Publication type:

Article

EMcnv: enhancing CNV detection performance through ensemble strategies with heterogeneous meta-graph neural networks.

Published in:

Briefings in Bioinformatics, 2025, v. 26, n. 2, p. 1, doi. 10.1093/bib/bbaf135

By:

Wang, Xuwen;
Chang, Zhili;
Liu, Yuqian;
Wang, Shenjie;
Zhu, Xiaoyan;
Shao, Yang;
Wang, Jiayin

Publication type:

Article

Ensemble learning based on matrix completion improves microbe-disease association prediction.

Published in:

Briefings in Bioinformatics, 2025, v. 26, n. 2, p. 1, doi. 10.1093/bib/bbaf075

By:

Chen, Hailin;
Chen, Kuan

Publication type:

Article

Use of machine learning models to predict neurologically intact survival for advanced age adults following out‐of‐hospital cardiac arrest.

Published in:

Academic Emergency Medicine, 2025, v. 32, n. 2, p. 169, doi. 10.1111/acem.15018

By:

Soundararajan, Kameshwari;
Adams, Dylana J.;
Nathanson, Brian H.;
Mader, Timothy J.;
Godwin, Ryan C.;
Melvin, Ryan L.;
Coute, Ryan A.

Publication type:

Article

Darknet traffic analysis, and classification system based on modified stacking ensemble learning algorithms.

Published in:

Information Systems & e-Business Management, 2025, v. 23, n. 1, p. 209, doi. 10.1007/s10257-023-00626-2

By:

Almomani, Ammar

Publication type:

Article

A whale optimization algorithm-based ensemble model for power consumption prediction.

Published in:

Electrical Engineering, 2025, v. 107, n. 2, p. 1659, doi. 10.1007/s00202-024-02611-5

By:

Weng, Shaoyuan;
Liu, Zimeng;
Fan, Zongwen;
Zhang, Guoliang

Publication type:

Article

A novel protection scheme for transmission lines connected to solar photovoltaic and wind turbine farms using fuzzy logic systems and bagged ensemble learning.

Published in:

Electrical Engineering, 2024, v. 106, n. 6, p. 7509, doi. 10.1007/s00202-024-02449-x

By:

Raju, Gotte Vikram;
Srikanth, Nandiraju Venkata

Publication type:

Article

Human Activity Recognition with Smartwatch Data by using Mahalanobis Distance-Based Outlier Detection and Ensemble Learning Methods.

Published in:

Journal of Engineering & Smart Systems, 2023, v. 11, n. 3, p. 95, doi. 10.21541/apjess.1105362

By:

SAĞBAŞ, Ensar Arif;
BALLI, Serkan

Publication type:

Article