Works matching DE "ENSEMBLE learning"

Results: 703

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

Research on the financial early warning models based on ensemble learning algorithms: Introducing MD&A and stock forum comments textual indicators.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0323737

By:

Zhang, Zhiheng;
Zhu, Zhenji;
Hua, Yongjun

Publication type:

Article

ENHANCED ENSEMBLE CLASSIFICATION TECHNIQUES FOR ACCURATE SPAM DETECTION IN E-MAIL COMMUNICATIONS.

Published in:

ICTACT Journal on Soft Computing, 2025, v. 16, n. 1, p. 3820, doi. 10.21917/ijsc.2025.0530

By:

Umamaheswari, T. S.;
Umaselvi, M.

Publication type:

Article

ENSEMBLE CATBOOST-BASED MICROARRAY GENE EXPRESSION RETRIEVAL SYSTEM FOR ENHANCED DISEASE CLASSIFICATION.

Published in:

ICTACT Journal on Soft Computing, 2025, v. 16, n. 1, p. 3814, doi. 10.21917/ijsc.2025.0529

By:

Madduru, Soumya

Publication type:

Article

Intelligent applicant tracking: leveraging machine learning for recruitment automation.

Published in:

Revista Gestão & Tecnologia, 2025, v. 25, p. 126

By:

J., Sathyapriya;
P., Guru;
T., Sivakami;
J., Bhuvaneswari;
K., Panneerselvam;
S., Gopalakrishnan;
K. V. R., Rajandran

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

BioElectra-BiLSTM-Dual Attention classifier for optimizing multilabel scientific literature classification.

Published in:

Computer Journal, 2025, v. 68, n. 5, p. 565, doi. 10.1093/comjnl/bxae132

By:

haq, Muhammad Inaam ul;
Li, Qianmu;
Mahmood, Khalid;
Shafique, Ayesha;
Ullah, Rizwan

Publication type:

Article

Internet of vehicles intrusion detection method based on CFS-COA feature selection and spatio-temporal feature extraction.

Published in:

Computer Journal, 2025, v. 68, n. 5, p. 487, doi. 10.1093/comjnl/bxae126

By:

Yang, Zhongjun;
Zhang, Jixue;
Su, Beimin

Publication type:

Article

Quantum ensemble learning with a programmable superconducting processor.

Published in:

NPJ Quantum Information, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41534-025-01037-6

By:

Chen, Jiachen;
Wu, Yaozu;
Yang, Zhen;
Xu, Shibo;
Ye, Xuan;
Li, Daili;
Wang, Ke;
Zhang, Chuanyu;
Jin, Feitong;
Zhu, Xuhao;
Gao, Yu;
Tan, Ziqi;
Cui, Zhengyi;
Zhang, Aosai;
Wang, Ning;
Zou, Yiren;
Li, Tingting;
Shen, Fanhao;
Zhong, Jiarun;
Bao, Zehang

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

Chi<sup>2</sup> weighted ensemble: A multi-layer ensemble approach for skin lesion classification using a novel framework - optimized RegNet synergy with Attention-Triplet.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0321803

By:

Efat, Anwar Hossain

Publication type:

Article

Leveraging Ensemble Models and Follow-up Data for Accurate Prediction of mRS Scores from Radiomic Features of DSC-PWI Images.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 3, p. 1467, doi. 10.1007/s10278-024-01280-x

By:

Yassin, Mazen M.;
Zaman, Asim;
Lu, Jiaxi;
Yang, Huihui;
Cao, Anbo;
Hassan, Haseeb;
Han, Taiyu;
Miao, Xiaoqiang;
Shi, Yongkang;
Guo, Yingwei;
Luo, Yu;
Kang, Yan

Publication type:

Article

Uncertainty Estimation for Dual View X-ray Mammographic Image Registration Using Deep Ensembles.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 3, p. 1829, doi. 10.1007/s10278-024-01244-1

By:

Walton, William C.;
Kim, Seung-Jun

Publication type:

Article

Breast cancer pathology image recognition based on convolutional neural network.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0311728

By:

Fang, Weijian;
Tang, Shuyu;
Yan, Dongfang;
Dai, Xiangguang;
Zhang, Wei;
Xiong, Jiang

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

Ensemble Learning-Based Alzheimer's Disease Classification Using Electroencephalogram Signals and Clock Drawing Test Images.

Published in:

Sensors (14248220), 2025, v. 25, n. 9, p. 2881, doi. 10.3390/s25092881

By:

Huh, Young Jae;
Park, Jun-ha;
Kim, Young Jae;
Kim, Kwang Gi

Publication type:

Article

Deep Ensemble Learning for Application Traffic Classification Using Differential Model Selection Technique.

Published in:

Sensors (14248220), 2025, v. 25, n. 9, p. 2853, doi. 10.3390/s25092853

By:

Baek, Ui-Jun;
Jang, Yoon-Seong;
Kim, Ju-Sung;
Choi, Yang-Seo;
Kim, Myung-Sup

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