Works about ENSEMBLE learning

Results: 910

INTRODUCTION TO THE SPECIAL ISSUE ON ARTIFICIAL INTELLIGENCE (AI) AND ECONOMICS.

Published in:

Singapore Economic Review, 2025, v. 70, n. 4, p. 899, doi. 10.1142/S021759082503002X

By:

HÄRDLE, WOLFGANG KARL

Publication type:

Article

An Unsupervised Learning Model for Intelligent Machine‐Failure Prediction With Heterogeneous Sensors.

Published in:

International Journal of Intelligent Systems, 2025, v. 2025, p. 1, doi. 10.1155/int/3346341

By:

Park, Jonghee;
Kim, Jinyoung;
Lee, Dong-Won;
Kim, Hyoungmin;
Hong, Dae-Geun;
Yang, Yingjie

Publication type:

Article

Optimized prediction of diabetes complications using ensemble learning with Bayesian optimization: a cost-efficient laboratory-based approach.

Published in:

Frontiers in Endocrinology, 2025, p. 1, doi. 10.3389/fendo.2025.1593068

By:

Yan, Dapeng;
Li, Xiaohan;
Wang, Yifan;
Cai, Zhikuang

Publication type:

Article

Analyzing mental stress in Indian students through advanced machine learning and wearable technologies.

Published in:

2025

By:

Gedam, Shruti;
Dutta, Sandip;
Jha, Ritesh

Publication type:

Conference Paper/Materials

Enhanced wind power forecasting using machine learning, deep learning models and ensemble integration.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-05250-3

By:

Rajaperumal, T. A.;
Christopher Columbus, C.

Publication type:

Article

Ensemble boosting-based soft-computing models for predicting the bond strength between steel and CFRP plate.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-04866-9

By:

Afriadi, Irwan;
Thongchom, Chanachai;
Kumar, Divesh Ranjan;
Keawsawasvong, Suraparb;
Wipulanusat, Warit

Publication type:

Article

Pre-harvest estimation and contribution analysis of alfalfa quality traits using multi-type features and machine learning.

Published in:

International Journal of Remote Sensing, 2025, v. 46, n. 13, p. 4832, doi. 10.1080/01431161.2025.2505248

By:

Yu, Tong;
Xu, Yijia;
Zhou, Jing;
Zhang, Zhou

Publication type:

Article

A Improving lung cancer classification with feature selection: a comparative study of random forest and xgboost.

Published in:

Jurnal Mantik, 2025, v. 8, n. 5, p. 2096

By:

Kurniawan, David;
Budiman, Ega;
Fadli, Muhammad;
Susanto, Erliyan Redy

Publication type:

Article

Optimization enabled ensemble based deep learning model for elderly falling risk prediction.

Published in:

Computer Methods in Biomechanics & Biomedical Engineering, 2025, v. 28, n. 9, p. 1520, doi. 10.1080/10255842.2025.2514802

By:

Chen, Li;
Chen, Wei

Publication type:

Article

A two phase ensembled deep learning approach of prominent gene extraction and disease risk prediction detection.

Published in:

Applied Computer Science (1895-3735), 2025, v. 21, n. 2, p. 111, doi. 10.35784/acs_6958

By:

DEBATA, Prajna Paramita;
PARHI, Pournamasi;
TRIPATHY, Alakananda;
DAS, Smruti Rekha

Publication type:

Article

Ensemble methods and partially-supervised learning for accurate and robust automatic murine organ segmentation.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-05954-6

By:

Daenen, Lars H. B. A.;
de Bruijn, Joël;
Staut, Nick;
Verhaegen, Frank

Publication type:

Article

Machine learning-based analysis on pharmaceutical compounds interaction with polymer to estimate drug solubility in formulations.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-05535-7

By:

Obaidullah, Ahmad J.;
Mahdi, Wael A.

Publication type:

Article

Applications and Progress of Machine Learning Techniques in the Ladle Furnace Refining Process: A Review.

Published in:

Steel Research International, 2025, v. 96, n. 7, p. 1, doi. 10.1002/srin.202400551

By:

Wang, Zixian;
Xie, Yu;
Wang, Lin;
Liu, Xiang;
Hu, Shaowei;
Zhang, Liqiang;
Zhang, Chaojie

Publication type:

Article

Hybrid technique for lung disease classification based on machine learning and optimization using X-ray images.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 21, p. 23531, doi. 10.1007/s11042-024-19959-2

By:

Poloju, Naresh;
Rajaram, A.

Publication type:

Article

An intrusion attack classification using bio-inspired optimization technique and ensemble learning model for edge computing environments.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 20, p. 23037, doi. 10.1007/s11042-024-20314-8

By:

Rahamathulla, Mohemmed Yousuf;
Ramaiah, Mangayarkarasi

Publication type:

Article

XGBoost-Driven Intrusion Detection Method: Integrating SMOTE-Based Class Imbalance Mitigation and Multi-Phase Learning.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 7, p. 2234

By:

Wanzhi Chen;
Almamy, Diawara Faysal

Publication type:

Article

Grey Stochastic TOPSIS‐Based Ensemble Learning for Risk Assessment on Road Traffic Emergencies.

Published in:

Quality & Reliability Engineering International, 2025, v. 41, n. 5, p. 1714, doi. 10.1002/qre.3751

By:

Zou, Yuansu;
Wu, Jun;
Zhou, Jing;
Xiahou, Tangfan

Publication type:

Article

Hadron Identification Prospects with Granular Calorimeters.

Published in:

Particles (2571-712X), 2025, v. 8, n. 2, p. 58, doi. 10.3390/particles8020058

By:

De Vita, Andrea;
Abhishek;
Aehle, Max;
Awais, Muhammad;
Breccia, Alessandro;
Carroccio, Riccardo;
Chen, Long;
Dorigo, Tommaso;
Gauger, Nicolas R.;
Keidel, Ralf;
Kieseler, Jan;
Lupi, Enrico;
Nardi, Federico;
Nguyen, Xuan Tung;
Sandin, Fredrik;
Schmidt, Kylian;
Vischia, Pietro;
Willmore, Joseph

Publication type:

Article

Incorporating Media Coverage and the Impact of Geopolitical Events for Stock Market Predictions with Machine Learning.

Published in:

Journal of Risk & Financial Management, 2025, v. 18, n. 6, p. 288, doi. 10.3390/jrfm18060288

By:

Gude, Vinayaka;
Hsiao, Daniel

Publication type:

Article

A comparative study of neural network architectures for vital signs monitoring based on the national early warning systems (NEWS).

Published in:

Health Informatics Journal, 2025, v. 31, n. 2, p. 1, doi. 10.1177/14604582251338176

By:

BenAbdennour, Adel

Publication type:

Article

RAW AND NOISY FINGERPRINT IMAGE CLASSIFICATION WITH NATURAL LANGUAGE PROCESSING TECHNIQUES AND ENSEMBLE MACHINE LEARNING METHODS.

Published in:

Journal of Information Technology & Applications, 2025, v. 15, n. 1, p. 5, doi. 10.7251/JIT2501005P

By:

Panić, Milan;
Maček, Nemanja;
Trenkić, Branimir;
Menićanin, Daniel

Publication type:

Article

Firefly Optimization-Based Logistic Regression Classifier for Credit Card Fraud Detection.

Published in:

Journal of Circuits, Systems & Computers, 2025, v. 34, n. 14, p. 1, doi. 10.1142/S0218126625502044

By:

Chugh, Bharti;
Malik, Nitin;
Gupta, Deepak

Publication type:

Article

Smart aquaculture: an advanced intelligent predictive analysis of disease risks and recommendation system for managing fish health.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 14499, doi. 10.1007/s00521-025-11295-2

By:

Yasruddin, M. L.;
Husin, Z.;
Ismail, M. A. H.;
Keong, T. W.

Publication type:

Article

Ensemble machine learning-based pre-trained annotation approach for scRNA-seq data using gradient boosting with genetic optimizer.

Published in:

BMC Bioinformatics, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12859-025-06151-y

By:

Elnahas, Osama;
Ead, Waleed M.;
Qiu, Yushan;
Lu, Jian

Publication type:

Article

Advanced Machine Learning Methods for the Prediction of the Optical Parameters of Tellurite Glasses.

Published in:

Technologies (2227-7080), 2025, v. 13, n. 6, p. 211, doi. 10.3390/technologies13060211

By:

Ahmadi, Fahimeh;
Hajihassani, Mohsen;
Sivenas, Tryfon;
Papanikolaou, Stefanos;
Asteris, Panagiotis G.

Publication type:

Article

A Novel Approach to Pine Nut Classification: Combining Near-Infrared Spectroscopy and Image Shape Features with Soft Voting-Based Ensemble Learning.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 12, p. 2009, doi. 10.3390/math13122009

By:

Yu, Yueyun;
Huang, Xin;
Lv, Danjv;
Ng, Benjamin K.;
Lam, Chan-Tong

Publication type:

Article

Hierarchical Multi-Scale Decomposition and Deep Learning Ensemble Framework for Enhanced Carbon Emission Prediction.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 12, p. 1924, doi. 10.3390/math13121924

By:

Sun, Yinuo;
Qu, Zhaoen;
Liu, Zhuodong;
Li, Xiangyu

Publication type:

Article

Artificial Intelligence and Extraction of Bioactive Compounds: The Case of Rosemary and Pressurized Liquid Extraction.

Published in:

Processes, 2025, v. 13, n. 6, p. 1879, doi. 10.3390/pr13061879

By:

Mantiniotou, Martha;
Athanasiadis, Vassilis;
Liakos, Konstantinos G.;
Bozinou, Eleni;
Lalas, Stavros I.

Publication type:

Article

Predicting Prices of Staple Crops Using Machine Learning: A Systematic Review of Studies on Wheat, Corn, and Rice.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 12, p. 5456, doi. 10.3390/su17125456

By:

Theofilou, Asterios;
Nastis, Stefanos A.;
Michailidis, Anastasios;
Bournaris, Thomas;
Mattas, Konstadinos

Publication type:

Article

Construction of a Surface Roughness and Burr Size Prediction Model Through the Ensemble Learning Regression Method.

Published in:

Machines, 2025, v. 13, n. 6, p. 494, doi. 10.3390/machines13060494

By:

Khosrozadeh, Ali;
Niknam, Seyed Ali;
Hajizadeh, Fatemeh

Publication type:

Article

Optimized H-StrokeNet: A Deep Learning Network for Stroke Classification.

Published in:

Traitement du Signal, 2025, v. 42, n. 3, p. 1801, doi. 10.18280/ts.420348

By:

Subashini, S.M.C.;
Sakthivel, Subramaniam

Publication type:

Article

Plant Disease Prediction Using Ensemble Deep Neural Network Architecture with Salp Swarm Optimization Algorithm.

Published in:

Traitement du Signal, 2025, v. 42, n. 3, p. 1255, doi. 10.18280/ts.420304

By:

Kavimani, Balaji;
Subramaniam, Arulmurugan Vellalapalayam

Publication type:

Article

Non-Invasive Pre-Diagnosis Implementation of Psychiatric Mental Disorders from EEG Bio-Signal Data Using Ensemble Deep Learning: A Comparative Analysis.

Published in:

Traitement du Signal, 2025, v. 42, n. 3, p. 1653, doi. 10.18280/ts.420335

By:

Ural, Ali Berkan

Publication type:

Article

A Novel DenseNet Framework for Brain Tumor Classification Enhanced by XgBoost and Fire Hawk Optimization.

Published in:

Traitement du Signal, 2025, v. 42, n. 3, p. 1779, doi. 10.18280/ts.420346

By:

Gangadharan, Jeyalakshmi;
Ali, Shahul Hameed Kopuli Ashkar

Publication type:

Article

Synergistic Mechanisms Between Elderly Oriented Community Activity Space Morphology and Microclimate Performance: An Integrated Learning and Multi-Objective Optimization Approach.

Published in:

ISPRS International Journal of Geo-Information, 2025, v. 14, n. 6, p. 211, doi. 10.3390/ijgi14060211

By:

Wen, Fang;
Zhang, Lu;
Jiang, Ling;
Tang, Rui;
Zhang, Bo

Publication type:

Article

DEVELOPING AN IMPROVISED DEEP LEARNING ALGORITHM FOR DIAGNOSING GLAUCOMA.

Published in:

ICTACT Journal on Image & Video Processing, 2025, v. 15, n. 4, p. 3582, doi. 10.21917/ijivp.2025.0507

By:

Nancy, W.;
Thomas, D. Ruban

Publication type:

Article

AN ENSEMBLE ALGORITHM ON P2P COMMUNICATION AND NETWORKING.

Published in:

ICTACT Journal on Communication Technology, 2025, v. 16, n. 2, p. 3553, doi. 10.21917/ijct.2025.0529

By:

Prabaharan, P.;
Reshma, M.

Publication type:

Article

ADAPTIVE DIMENSIONAL SEARCH BASED IMPROVISED ENSEMBLE METHOD FOR COGNITIVE RADIO IN SOFTWARE-DEFINED NETWORKS.

Published in:

ICTACT Journal on Communication Technology, 2025, v. 16, n. 2, p. 3539, doi. 10.21917/ijct.2025.0527

By:

Lalitha, B.;
Poongothai, S.

Publication type:

Article

LATENCY-AWARE WIRELESS TRANSMISSION OF CLOUD DATA IN CLOUD AVOIDANCE NETWORKS USING A DUAL-HEAD ENSEMBLE TRANSFORMER.

Published in:

ICTACT Journal on Communication Technology, 2025, v. 16, n. 2, p. 3502, doi. 10.21917/ijct.2025.0521

By:

Jasmine, J.;
Hariharankumar

Publication type:

Article

Assessing the effect of ensemble learning algorithms and validation approach on estimating forest aboveground biomass: a case study of natural secondary forest in Northeast China.

Published in:

Geo-Spatial Information Science, 2025, v. 28, n. 2, p. 609, doi. 10.1080/10095020.2024.2311261

By:

Jin, Hungil;
Zhao, Yinghui;
Pak, Unil;
Zhen, Zhen;
So, Kumryong

Publication type:

Article

Pickup truck crash severity analysis via machine learning: policy insights for developing countries.

Published in:

International Journal of Injury Control & Safety Promotion, 2025, v. 32, n. 2, p. 303, doi. 10.1080/17457300.2025.2504975

By:

Se, Chamroeun;
Champahom, Thanapong;
Jomnonkwao, Sajjakaj;
Boonyoo, Tassana;
Karoonsoontawong, Ampol;
Ratanavaraha, Vatanavongs

Publication type:

Article

Privacy-Preserving Approach for Early Detection of Long-Lie Incidents: A Pilot Study with Healthy Subjects.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3836, doi. 10.3390/s25123836

By:

Analia, Riska;
Forster, Anne;
Xie, Sheng-Quan;
Zhang, Zhiqiang

Publication type:

Article

Gait Recognition via Enhanced Visual–Audio Ensemble Learning with Decision Support Methods.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3794, doi. 10.3390/s25123794

By:

Kan, Ruixiang;
Wang, Mei;
Luo, Tian;
Qiu, Hongbing

Publication type:

Article

Unsupervised Clustering and Ensemble Learning for Classifying Lip Articulation in Fingerspelling.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3703, doi. 10.3390/s25123703

By:

Amangeldy, Nurzada;
Gazizova, Nazerke;
Milosz, Marek;
Kurmetbek, Bekbolat;
Nazyrova, Aizhan;
Kassymova, Akmaral

Publication type:

Article

Comparative Analysis of Hybrid and Ensemble Learning in Lung Cancer Diagnosis.

Published in:

International Journal of Online & Biomedical Engineering, 2025, v. 21, n. 8, p. 41, doi. 10.3991/ijoe.v21i08.55121

By:

Das, Manmath Nath;
Panda, Niranjan;
Rautray, Rasmita;
Tripathy, Jyotsnarani

Publication type:

Article

Effects of Urbanization-Induced Land Use Changes on Ecosystem Services: A Case Study of the Anhui Province, China.

Published in:

Land (2012), 2025, v. 14, n. 6, p. 1238, doi. 10.3390/land14061238

By:

Liu, Xinmiao;
Zhang, Xudong;
Shu, Qi;
Yao, Zengwang;
Wu, Hailong;
Gao, Shenghua

Publication type:

Article

A BiLSTM-Based Hybrid Ensemble Approach for Forecasting Suspended Sediment Concentrations: Application to the Upper Yellow River.

Published in:

Land (2012), 2025, v. 14, n. 6, p. 1199, doi. 10.3390/land14061199

By:

Fan, Jinsheng;
Li, Renzhi;
Zhao, Mingmeng;
Pan, Xishan

Publication type:

Article

Study on the Detection of Chlorophyll Content in Tomato Leaves Based on RGB Images.

Published in:

Horticulturae, 2025, v. 11, n. 6, p. 593, doi. 10.3390/horticulturae11060593

By:

Zhang, Xuehui;
Yu, Huijiao;
Yan, Jun;
Meng, Xianyong

Publication type:

Article

EEG Based Sentiment Classification Using XGBoost: A Machine Learning Approach for Emotion Recognition.

Published in:

Journal Européen des Systèmes Automatisés, 2025, v. 58, n. 4, p. 853, doi. 10.18280/jesa.580419

By:

G. Sailaja;
Rao, B. Narendra Kumar

Publication type:

Article

Annual Peak Runoff Forecasting Using Two-Stage Input Variable Selection-Aided k-Nearest-Neighbors Ensemble.

Published in:

Water Resources Management, 2025, v. 39, n. 8, p. 4135, doi. 10.1007/s11269-025-04149-y

By:

Sun, Wei;
Zeng, Decheng;
Chen, Shu;
Ren, Miaomiao;
Xie, Yutong

Publication type:

Article