Works matching DE "ENSEMBLE learning"

Results: 595

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

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

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

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

Ensemble of Deep Learning with Crested Porcupine Optimizer Based Autism Spectrum Disorder Detection Using Facial Images.

Published in:

Computers, Materials & Continua, 2025, v. 83, n. 2, p. 2793, doi. 10.32604/cmc.2025.062266

By:

Balasubramani, Jagadesh;
Rajendran, Surendran;
Zakariah, Mohammad;
Alnuaim, Abeer

Publication type:

Article

A Novel Stacked Network Method for Enhancing the Performance of Side-Channel Attacks.

Published in:

Computers, Materials & Continua, 2025, v. 83, n. 1, p. 1001, doi. 10.32604/cmc.2025.060925

By:

Yin, Zhicheng;
Li, Lang;
Ou, Yu

Publication type:

Article

Ensemble Deep Learning Approaches in Health Care: A Review.

Published in:

2025

By:

Alotaibi, Aziz

Publication type:

Literature Review

A Robust Security Detection Strategy for Next Generation IoT Networks.

Published in:

Computers, Materials & Continua, 2025, v. 82, n. 1, p. 443, doi. 10.32604/cmc.2024.059047

By:

Assmi, Hafida;
Guezzaz, Azidine;
Benkirane, Said;
Azrour, Mourade;
Jabbour, Said;
Innab, Nisreen;
Alabdulatif, Abdulatif

Publication type:

Article

A Scalable and Generalized Deep Ensemble Model for Road Anomaly Detection in Surveillance Videos.

Published in:

Computers, Materials & Continua, 2024, v. 81, n. 3, p. 3707, doi. 10.32604/cmc.2024.057684

By:

Natha, Sarfaraz;
Jokhio, Fareed A.;
Laghari, Mehwish;
Siraj, Mohammad;
Alsaif, Saif A.;
Ashraf, Usman;
Ali, Asghar

Publication type:

Article

Modeling and Predictive Analytics of Breast Cancer Using Ensemble Learning Techniques: An Explainable Artificial Intelligence Approach.

Published in:

Computers, Materials & Continua, 2024, v. 81, n. 3, p. 4033, doi. 10.32604/cmc.2024.057415

By:

Raha, Avi Deb;
Dihan, Fatema Jannat;
Gain, Mrityunjoy;
Murad, Saydul Akbar;
Adhikary, Apurba;
Hossain, Md. Bipul;
Hassan, Md. Mehedi;
Al-Shehari, Taher;
Alsadhan, Nasser A.;
Kadrie, Mohammed;
Bairagi, Anupam Kumar

Publication type:

Article

Smartphone-Integrated YOLOv4-CNN Approach for Rapid and Accurate Point-of-Care Colorimetric Antioxidant Testing in Saliva.

Published in:

Progress in Electromagnetics Research, 2024, v. 181, p. 9, doi. 10.2528/PIER24120505

By:

Amin, Youssef;
Cecere, Paola;
Pomili, Tania;
Pompa, Pier P.

Publication type:

Article

Research on a Method of Defense Adversarial Samples for Target Detection Model of Driverless Cars.

Published in:

International Arab Journal of Information Technology (IAJIT), 2023, v. 20, n. 5, p. 738, doi. 10.34028/iajit/20/5/6

By:

Ruzhi Xu;
Min Li;
Xin Yang;
Dexin Liu;
Dawei Chen

Publication type:

Article

A novel approach integrating multispectral imaging and machine learning to identify seed maturity and vigor in smooth bromegrass.

Published in:

Plant Methods, 2025, v. 21, n. 1, p. 1, doi. 10.1186/s13007-025-01359-8

By:

Ou, Chengming;
Jia, Zhicheng;
Zhao, Shiqiang;
Sun, Shoujiang;
Sun, Ming;
Liu, Jingyu;
Li, Manli;
Jia, Shangang;
Mao, Peisheng

Publication type:

Article

ChemCarcinoPred: Carcinogenicity Prediction of Small Drug-Like Molecules Using LightGBM and Molecular Fingerprints.

Published in:

Biophysical Reviews & Letters, 2024, v. 19, n. 4, p. 409, doi. 10.1142/S1793048023410035

By:

Jalal, Muhammad;
Kamal, Muhammad;
Zafar, Andleeb

Publication type:

Article

A clinical data-driven machine learning approach for predicting the effectiveness of piperacillin-tazobactam in treating lower respiratory tract infections.

Published in:

BMC Pulmonary Medicine, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12890-025-03580-6

By:

Yang, Yemeng;
Han, Kun;
Li, Jiatao;
Zhang, Tao;
Zhu, Zhijing;
Su, Ling;
Han, Zhaoyong;
Xu, Chunyan;
Lu, Yi;
Pan, Likun;
Yang, Tao

Publication type:

Article

WDRIV-Net: a weighted ensemble transfer learning to improve automatic type stratification of lumbar intervertebral disc bulge, prolapse, and herniation.

Published in:

BioMedical Engineering OnLine, 2025, v. 24, n. 1, p. 1, doi. 10.1186/s12938-025-01341-4

By:

Nakamoto, Ichiro;
Chen, Hua;
Wang, Rui;
Guo, Yan;
Chen, Wei;
Feng, Jie;
Wu, Jianfeng

Publication type:

Article

Screening for Anomalous Safety Condition Among Existing Buildings Using Explainable Machine Learning.

Published in:

Structural Control & Health Monitoring, 2025, p. 1, doi. 10.1155/stc/6695396

By:

Liu, Jie;
Liu, Guiwen;
Wang, Neng;
Jiang, Yifei;
Yuen, Ka-Veng

Publication type:

Article

Improving signal-to-noise ratio of Raman measurements based on ensemble learning approach: Improving signal-to-noise ratio of Raman measurements based on ensemble learning approach: Y. Jia et al.

Published in:

Analytical & Bioanalytical Chemistry, 2025, v. 417, n. 3, p. 641, doi. 10.1007/s00216-024-05676-0

By:

Jia, Yufei;
Gao, Yuning;
Xu, Wenbin;
Wang, Yunxin;
Yan, Zejun;
Chen, Keren;
Chen, Shuo

Publication type:

Article

Mixed-Integer Optimization with Constraint Learning.

Published in:

Operations Research, 2025, v. 73, n. 2, p. 1011, doi. 10.1287/opre.2021.0707

By:

Maragno, Donato;
Wiberg, Holly;
Bertsimas, Dimitris;
Birbil, Ş. İlker;
den Hertog, Dick;
Fajemisin, Adejuyigbe O.

Publication type:

Article

Bitcoin Price Prediction Using Sentiment Analysis and Empirical Mode Decomposition: Bitcoin Price Prediction Using Sentiment...: S. Arslan.

Published in:

Computational Economics, 2025, v. 65, n. 4, p. 2227, doi. 10.1007/s10614-024-10588-3

By:

Arslan, Serdar

Publication type:

Article

Google Yorumları Üzerinden Makine Öğrenme Yöntemleri ve Amazon Comprehend ile Duygu Analizi: İç Anadoluda Bir Üniversite Örneği.

Published in:

Journal of University Research / Üniversite Araştırmaları Dergisi, 2023, v. 6, n. 4, p. 452, doi. 10.32329/uad.1383794

By:

Demirbilek, Mustafa;
Demirbilek, Sevim Özulukale

Publication type:

Article

Sentiment analysis of coronavirus data with ensemble and machine learning methods.

Published in:

Turkish Journal of Engineering (TUJE), 2024, v. 8, n. 2, p. 175, doi. 10.31127/tuje.1352481

By:

Başarslan, Muhammet Sinan;
Kayaalp, Fatih

Publication type:

Article