Works matching DE "ENSEMBLE learning"

Results: 638

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

Machine Learning-Assisted Transient Modeling of Asphaltene Particles Aggregation Size.

Published in:

Doklady Physical Chemistry, 2024, v. 519, n. 1, p. 175, doi. 10.1134/S0012501625600020

By:

Khalid Ibrahim Hasan;
Alfarttoosi, Karar H.;
Kanjariya, P.;
Rajiv, Asha;
Shankhyan, Aman;
Manjula, M.;
Jain, Bhavik;
Samal, Satish Kumar;
Taher, Waam Mohammed;
Alwan, Mariem;
Jawad, Mahmood Jasem;
Mushtaq, Hiba;
Abumalek, Ahmad

Publication type:

Article

Identifying commuters based on random forest of smartcard data.

Published in:

IET Intelligent Transport Systems (Wiley-Blackwell), 2020, v. 14, n. 4, p. 207, doi. 10.1049/iet-its.2019.0414

By:

Mei, Zhenyu;
Ding, Wenchao;
Feng, Chi;
Shen, Liting

Publication type:

Article

Multi‐model ensemble for short‐term traffic flow prediction under normal and abnormal conditions.

Published in:

IET Intelligent Transport Systems (Wiley-Blackwell), 2019, v. 13, n. 2, p. 260, doi. 10.1049/iet-its.2018.5155

By:

Chen, Xiqun;
Zhang, Shuaichao;
Li, Li

Publication type:

Article

Ensemble classifier for driver's fatigue detection based on a single EEG channel.

Published in:

IET Intelligent Transport Systems (Wiley-Blackwell), 2018, v. 12, n. 10, p. 1322, doi. 10.1049/iet-its.2018.5290

By:

Wang, Ping;
Min, Jianliang;
Hu, Jianfeng

Publication type:

Article

How to pay less: a location‐specific approach to predict dynamic prices in ride‐on‐demand services.

Published in:

IET Intelligent Transport Systems (Wiley-Blackwell), 2018, v. 12, n. 7, p. 610, doi. 10.1049/iet-its.2017.0300

By:

Guo, Suiming;
Chen, Chao;
Liu, Yaxiao;
Xu, Ke;
Guo, Bin;
Chiu, Dah Ming

Publication type:

Article

Ensemble detection model for profile injection attacks in collaborative recommender systems based on BP neural network.

Published in:

IET Information Security (Wiley-Blackwell), 2015, v. 9, n. 1, p. 24, doi. 10.1049/iet-ifs.2013.0145

By:

Zhang, Fuzhi;
Zhou, Quanqiang

Publication type:

Article

Multi‐perspective gait recognition based on classifier fusion.

Published in:

IET Image Processing (Wiley-Blackwell), 2019, v. 13, n. 11, p. 1885, doi. 10.1049/iet-ipr.2018.6566

By:

Wang, Xiuhui;
Feng, Shiling

Publication type:

Article

Monitoring of plant diseases caused by Fusarium commune and Rhizoctonia solani in bok choy using hyperspectral remote sensing and machine learning.

Published in:

Pest Management Science, 2025, v. 81, n. 1, p. 149, doi. 10.1002/ps.8414

By:

Nguyen, Derrick Hoang Danh;
Tan, Arinah Jing Hui;
Lee, Ronjin;
Lim, Wei Feng;
Wong, Jia Yih;
Suhaimi, Fadhlina

Publication type:

Article

A Framework for High-Spatiotemporal-Resolution Soil Moisture Retrieval in China Using Multi-Source Remote Sensing Data.

Published in:

Land (2012), 2024, v. 13, n. 12, p. 2189, doi. 10.3390/land13122189

By:

Feng, Zhuangzhuang;
Zheng, Xingming;
Li, Xiaofeng;
Wang, Chunmei;
Song, Jinfeng;
Li, Lei;
Guo, Tianhao;
Zheng, Jia

Publication type:

Article

Performance Assessment of Individual and Ensemble Learning Models for Gully Erosion Susceptibility Mapping in a Mountainous and Semi-Arid Region.

Published in:

Land (2012), 2024, v. 13, n. 12, p. 2110, doi. 10.3390/land13122110

By:

El Bouzekraoui, Meryem;
Elaloui, Abdenbi;
Krimissa, Samira;
Abdelrahman, Kamal;
Kahal, Ali Y.;
Hajji, Sonia;
Ismaili, Maryem;
Kanti Mondal, Biraj;
Namous, Mustapha

Publication type:

Article

Topluluk Öğrenmesi Algoritmaları Kullanarak Amazon Yemek Yorumları Üzerine Duygu Analizi.

Published in:

Bilecik Seyh Edebali University Journal of Science / Bilecik Şeyh Edebali Üniversitesi Sosyal Bilimler Dergisi, 2024, v. 11, n. 1, p. 128, doi. 10.35193/bseufbd.1300732

By:

Bozkurt, Adem Hilmi;
Yalçın, Nesibe

Publication type:

Article

Predicting financial distress in high-dimensional imbalanced datasets: a multi-heterogeneous self-paced ensemble learning framework.

Published in:

Financial Innovation, 2025, v. 11, n. 1, p. 1, doi. 10.1186/s40854-024-00745-w

By:

Gao, Ruize;
Cui, Shaoze;
Wang, Yu;
Xu, Wei

Publication type:

Article

Domain adaptation-based multistage ensemble learning paradigm for credit risk evaluation.

Published in:

Financial Innovation, 2025, v. 11, n. 1, p. 1, doi. 10.1186/s40854-024-00695-3

By:

Zhang, Xiaoming;
Yu, Lean;
Yin, Hang

Publication type:

Article

Ensemble Learning for Network Intrusion Detection Based on Correlation and Embedded Feature Selection Techniques.

Published in:

Computers (2073-431X), 2025, v. 14, n. 3, p. 82, doi. 10.3390/computers14030082

By:

Nassreddine, Ghalia;
Nassereddine, Mohamad;
Al-Khatib, Obada

Publication type:

Article

Blending Ensemble Learning Model for 12-Lead Electrocardiogram-Based Arrhythmia Classification.

Published in:

Computers (2073-431X), 2024, v. 13, n. 12, p. 316, doi. 10.3390/computers13120316

By:

Nguyen, Hai-Long;
Pham, Van Su;
Le, Hai-Chau

Publication type:

Article

Integrating artificial intelligence into radiological cancer imaging: from diagnosis and treatment response to prognosis.

Published in:

Cancer Biology & Medicine, 2025, v. 22, n. 1, p. 6, doi. 10.20892/j.issn.2095-3941.2024.0422

By:

Sunyi Zheng;
Xiaonan Cui;
Zhaoxiang Ye

Publication type:

Article

Hybrid of Deep Feature Extraction and Machine Learning Ensembles for Imbalanced Skin Cancer Datasets.

Published in:

Experimental Dermatology, 2024, v. 33, n. 12, p. 1, doi. 10.1111/exd.70020

By:

Verma, Neetu;
Ranvijay;
Yadav, Dharmendra Kumar

Publication type:

Article

Machine learning for predicting severe dengue in Puerto Rico.

Published in:

Infectious Diseases of Poverty, 2025, v. 14, n. 1, p. 1, doi. 10.1186/s40249-025-01273-0

By:

Madewell, Zachary J.;
Rodriguez, Dania M.;
Thayer, Maile B.;
Rivera-Amill, Vanessa;
Paz-Bailey, Gabriela;
Adams, Laura E.;
Wong, Joshua M.

Publication type:

Article

High-throughput method for improving rice AGB estimation based on UAV multi-source remote sensing image feature fusion and ensemble learning.

Published in:

Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1576212

By:

Li, Jinpeng;
Li, Jinxuan;
Zhao, Dongxue;
Cao, Qiang;
Yu, Fenghua;
Cao, Yingli;
Feng, Shuai;
Xu, Tongyu

Publication type:

Article

Moisture content prediction of cigar leaves air-curing process based on stacking ensemble learning model.

Published in:

Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1553110

By:

Xing, Zhuoran;
Shi, Yaqi;
Zhang, Kai;
Ding, Songshuang;
Shi, Xiangdong

Publication type:

Article

Identification of maize kernel varieties based on interpretable ensemble algorithms.

Published in:

Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1511097

By:

Bi, Chunguang;
Bi, Xinhua;
Liu, Jinjing;
Xie, Hao;
Zhang, Shuo;
Chen, He;
Wang, Mohan;
Shi, Lei;
Song, Shaozhong

Publication type:

Article

Identification of maize kernel varieties based on interpretable ensemble algorithms.

Published in:

Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1511097

By:

Bi, Chunguang;
Bi, Xinhua;
Liu, Jinjing;
Xie, Hao;
Zhang, Shuo;
Chen, He;
Wang, Mohan;
Shi, Lei;
Song, Shaozhong

Publication type:

Article

A new BWO-based RGB vegetation index and ensemble learning strategy for the pests and diseases monitoring of CCB trees using unmanned aerial vehicle.

Published in:

Frontiers in Plant Science, 2024, p. 1, doi. 10.3389/fpls.2024.1464723

By:

Hu, Keliang;
Liu, Junchen;
Xiao, Hai;
Zeng, Qiangguo;
Liu, Jun;
Zhang, Lei;
Li, Man;
Wang, Zhihui

Publication type:

Article

Leveraging ensemble machine learning and multimodal video complexity for better prediction of video difficulty in second language.

Published in:

Interactive Learning Environments, 2025, v. 33, n. 2, p. 1557, doi. 10.1080/10494820.2024.2372833

By:

Alghamdi, Emad A.

Publication type:

Article

Interpretable gradient boosting based ensemble learning and African vultures optimization algorithm optimization for estimating deflection induced by excavation.

Published in:

Frontiers of Structural & Civil Engineering, 2024, v. 18, n. 11, p. 1698, doi. 10.1007/s11709-024-1114-y

By:

Liang, Zenglong;
Lin, Shan;
Dong, Miao;
Cao, Xitailang;
Guo, Hongwei;
Zheng, Hong

Publication type:

Article

Ensemble Bagging Model for Predicting Flexural Strength of Geopolymer Concrete.

Published in:

International Journal of Computational Methods, 2025, v. 22, n. 5, p. 1, doi. 10.1142/S0219876224500725

By:

Onal, Yasemin;
Turhal, Umit Cigdem;
Ozodabas, Aylin

Publication type:

Article

An efficient banana plant leaf disease classification using optimal ensemble deep transfer network.

Published in:

Journal of Experimental & Theoretical Artificial Intelligence, 2025, v. 37, n. 4, p. 585, doi. 10.1080/0952813X.2023.2241867

By:

Bharathi Raja, N.;
Selvi Rajendran, P.

Publication type:

Article

A PRE-PROCESSING-FREE MENTAL STATE DETECTION MODEL USING NOISY ECG PLOTS AND DEEP TRANSFER LEARNING.

Published in:

Biomedical Engineering: Applications, Basis & Communications, 2025, v. 37, n. 2, p. 1, doi. 10.4015/S1016237224500510

By:

Torghabeh, Farhad Abedinzadeh;
Modaresnia, Yeganeh;
Hosseini, Seyyed Abed

Publication type:

Article

METAHEURISTIC-ASSISTED HYBRID RECOGNITION MODEL FOR BRAIN ACTIVITY DETECTION.

Published in:

Biomedical Engineering: Applications, Basis & Communications, 2025, v. 37, n. 1, p. 1, doi. 10.4015/S101623722450039X

By:

Takawale, Amruta Jagadish;
Paithane, Ajay N.

Publication type:

Article

Integrative Stacking Machine Learning Model for Small Cell Lung Cancer Prediction Using Metabolomics Profiling.

Published in:

Cancers, 2024, v. 16, n. 24, p. 4225, doi. 10.3390/cancers16244225

By:

Sumon, Md. Shaheenur Islam;
Malluhi, Marwan;
Anan, Noushin;
AbuHaweeleh, Mohannad Natheef;
Krzyslak, Hubert;
Vranic, Semir;
Chowdhury, Muhammad E. H.;
Pedersen, Shona

Publication type:

Article