Works matching DE "ENSEMBLE learning"

Results: 813

Predicting mortgage credit defaults in morocco using machine learning approaches.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00303-y

By:

Hade, Amine;
Elhia, Mohamed

Publication type:

Article

A New IoTs Security Framework Using Hybrid Machine Learning Techniques.

Published in:

IETE Journal of Research, 2025, v. 71, n. 4, p. 1356, doi. 10.1080/03772063.2024.2447875

By:

Kokaz, Amjed Sabbar;
Kurnaz Türkben, Ayça

Publication type:

Article

SRF2T-ID: an implementation of ensemble learning-based IDS with wireless of things secure communication for smart residency environment.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 18, p. 12525, doi. 10.1007/s00521-025-11154-0

By:

Barman, Prokash;
Chowdhury, Ratul;
Chakraborty, Tamal;
Goswami, Arpan;
Ghosh, Sayak;
Saha, Banani

Publication type:

Article

A novel coarse-grained knowledge graph embedding framework for platform risk identification from relational data.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 18, p. 12231, doi. 10.1007/s00521-025-11127-3

By:

Zhang, Qi;
Wang, Shicheng;
Wang, Lihong;
Sheng, Jiawei;
Guo, Shu;
Li, Chen;
He, Min;
Zhang, Renqiang

Publication type:

Article

Prediction of SOC content using NIR spectroscopy and DSANN.

Published in:

Agrochemistry & Soil Science / Agrokémia és Talajtan, 2025, v. 74, n. 1, p. 33, doi. 10.1556/0088.2024.00176

By:

Jakkan, Digambar Aggayya;
Ghare, Pradnya;
Kumar, Nirmal;
Sakode, Chandrashekhar

Publication type:

Article

Robust K‐Fold Cross‐Validation Model Averaging Prediction.

Published in:

Stat, 2025, v. 14, n. 2, p. 1, doi. 10.1002/sta4.70068

By:

Dong, Yixi;
Yan, Xingyu

Publication type:

Article

A novel machine learning models for meteorological drought forecasting in the semi-arid climate region.

Published in:

Applied Water Science, 2025, v. 15, n. 6, p. 1, doi. 10.1007/s13201-025-02445-x

By:

Pande, Chaitanya Baliram;
Vishwakarma, Dinesh Kumar;
Srivastava, Aman;
Moharir, Kanak N.;
Alshehri, Fahad;
Din, Norashidah Md;
Sidek, Lariyah Mohd;
Đurin, Bojan;
Tolche, Abebe Debele

Publication type:

Article

The Bayesian mixture expert recognition model for tobacco leaf curing stages based on feature fusion.

Published in:

Plant Methods, 2025, v. 21, n. 1, p. 1, doi. 10.1186/s13007-025-01384-7

By:

Zhao, Panzhen;
Duan, Shijiang;
Wang, Songfeng;
Wang, Aihua;
Meng, Lingfeng;
Wang, Zhicheng;
Dai, Yingpeng

Publication type:

Article

A machine learning based authentication and intrusion detection scheme for IoT users anonymity preservation in fog environment.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0323954

By:

Oliullah, Khondokar;
Whaiduzzaman, Md;
Mahi, Md. Julkar Nayeen;
Jan, Tony;
Barros, Alistair

Publication type:

Article

UAV-based water pollutants detection and classification framework using multi-modal and multi-sensor ensemble learning.

Published in:

Environmental Monitoring & Assessment, 2025, v. 197, n. 6, p. 1, doi. 10.1007/s10661-025-14104-4

By:

Pichhika, Hari Chandana;
Yerra, Raja Vara Prasad

Publication type:

Article

基于攻击流量和漏洞驱动的态势感知评估方法.

Published in:

Journal of Data Acquisition & Processing / Shu Ju Cai Ji Yu Chu Li, 2025, v. 40, n. 3, p. 832, doi. 10.16337/j.1004‑9037.2025.03.021

By:

李岩;
王梓莹;
冒佳明;
顾智敏;
姜海涛

Publication type:

Article

Single and Ensemble Based Filters in Environmental Data.

Published in:

Expert Systems, 2025, v. 42, n. 7, p. 1, doi. 10.1111/exsy.70076

By:

Cherif, Yousra;
Idri, Ali

Publication type:

Article

ONTDAS: An Optimized Noise-Based Traffic Data Augmentation System for Generalizability Improvement of Traffic Classifiers.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 365, doi. 10.32604/cmc.2025.064438

By:

Yu, Rongwei;
Yin, Jie;
Xiang, Jingyi;
Shao, Qiyun;
Wang, Lina

Publication type:

Article

BDS-3 Satellite Orbit Prediction Method Based on Ensemble Learning and Neural Networks.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 1507, doi. 10.32604/cmc.2025.063722

By:

Wei, Ruibo;
Kong, Yao;
Li, Mengzhao;
Liu, Feng;
Cheng, Fang

Publication type:

Article

Short-term power load forecasting based on SKDR hybrid model.

Published in:

Electrical Engineering, 2025, v. 107, n. 5, p. 5769, doi. 10.1007/s00202-024-02821-x

By:

Yuan, Yongliang;
Yang, Qingkang;
Ren, Jianji;
Mu, Xiaokai;
Wang, Zhenxi;
Shen, Qianlong;
Li, Yanan

Publication type:

Article

Ensemble Learning for Diabetes Classification Using Voting Classifier on CDC Health Indicators Dataset.

Published in:

Cyprus Journal of Medical Sciences, 2025, v. 10, p. 1, doi. 10.4274/cjms.2025.2024-126

By:

Arman, Bardia;
Jazayeri, Kian;
Celebi, Erbug;
Alpan, Kezban;
Dimililer, Kamil

Publication type:

Article

Glaucoma detection with the segmentation of optic disc and cup region using improved u-net and classification algorithm.

Published in:

Przegląd Elektrotechniczny, 2025, v. 2025, n. 5, p. 71, doi. 10.15199/48.2025.05.15

By:

V., Krishnamoorthy;
S., Logeswari;
S., Sivanantham;
V., Akshaya;
K., Ganagavalli;
V., Mohanraj

Publication type:

Article

AI-Driven Clinical Decision Support Framework for Early Diagnosis of Genetic Diseases In Children.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 415

By:

Deepika, R.;
Reddy, Challa Sandeep;
Anjali, Lingampally;
Teja, Peddagoni Ravi;
Dhakshayani, Cholleti

Publication type:

Article

Indoor Localization Data Analytics: Integrating Wi-Fi and Inertial Sensor Data from Smartwatches and Smartphones.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 121

By:

Anusha, Pasupunooti;
Pranathi, Yerukonda;
Pravardhan, Veldandi;
Chary, Velakanti Anvesh;
Kumar, Padigela Venkata Sai

Publication type:

Article

ML-DRIVEN PALM PRINT AUTHENTICATION SYSTEM FOR SECURITY APPLICATIONS.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 99

By:

Maheshwari, Burgu;
Chandana, Pasupuleti;
Arjun, Arsham;
Ranadheer, Gandloju;
Rishikesh, Puppala

Publication type:

Article

Comparative Analysis of Machine Learning Methods with Chaotic AdaBoost and Logistic Mapping for Real-Time Sensor Fusion in Autonomous Vehicles: Enhancing Speed and Acceleration Prediction Under Uncertainty.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3485, doi. 10.3390/s25113485

By:

Bilban, Mehmet;
İnan, Onur

Publication type:

Article

A Feasibility Study of Domain Adaptation for Exercise Intensity Recognition Based on Wearable Sensors.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3437, doi. 10.3390/s25113437

By:

Pang, Lei;
Li, Yi;
Liao, Ming-Xia;
Qiu, Jia-Gang;
Li, Hui;
Wang, Zhen;
Sun, Gang

Publication type:

Article

Machine Learning-Based Security Solutions for IoT Networks: A Comprehensive Survey.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3341, doi. 10.3390/s25113341

By:

Alfahaid, Abdullah;
Alalwany, Easa;
Almars, Abdulqader M.;
Alharbi, Fatemah;
Atlam, Elsayed;
Mahgoub, Imad

Publication type:

Article

Application of Machine Learning Models for the Early Detection of Metritis in Dairy Cows Based on Physiological, Behavioural and Milk Quality Indicators.

Published in:

Animals (2076-2615), 2025, v. 15, n. 11, p. 1674, doi. 10.3390/ani15111674

By:

Džermeikaitė, Karina;
Krištolaitytė, Justina;
Antanaitis, Ramūnas

Publication type:

Article

An ensemble-based 3D residual network for the classification of Alzheimer's disease.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0324520

By:

Yang, Xiaoli;
Zhou, Jiayi;
Wang, Chenchen;
Li, Xiao;
Wang, Jiawen;
Duan, Angchao;
Du, Nuan

Publication type:

Article

Aggregating Image Segmentation Predictions with Probabilistic Risk Control Guarantees.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1711, doi. 10.3390/math13111711

By:

Alvarez, Joaquin;
Roman-Rangel, Edgar

Publication type:

Article

PWFS: Probability-Weighted Feature Selection.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2264, doi. 10.3390/electronics14112264

By:

Ayanoglu, Mehmet B.;
Uysal, Ismail

Publication type:

Article

Optimizing Smart Grid Load Forecasting via a Hybrid Long Short-Term Memory-XGBoost Framework: Enhancing Accuracy, Robustness, and Energy Management.

Published in:

Energies (19961073), 2025, v. 18, n. 11, p. 2842, doi. 10.3390/en18112842

By:

Dakheel, Falah;
Çevik, Mesut

Publication type:

Article

ASTER GDEM Correction Based on Stacked Ensemble Learning and ICEsat-2/ATL08: A Case Study from the Qilian Mountains.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1839, doi. 10.3390/rs17111839

By:

Wei, Qi;
Zhang, Yanli;
Ma, Yalong;
Yang, Ruirui;
Lei, Kairui

Publication type:

Article

A Stacking Ensemble-Based Multi-Channel CNN Strategy for High-Accuracy Damage Assessment in Mega-Sub Controlled Structures.

Published in:

Buildings (2075-5309), 2025, v. 15, n. 11, p. 1775, doi. 10.3390/buildings15111775

By:

Wei, Zheng;
Wang, Xinwei;
Fan, Buqiao;
Shahzad, Muhammad Moman

Publication type:

Article

Mitigating Long-Term Forecasting Bias in Time-Series Neural Networks via Ensemble of Short-Term Dependencies.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6371, doi. 10.3390/app15116371

By:

Wang, Jiahui;
Zhou, Wenqian;
Chen, Fangshu;
Wang, Liming;
Pan, Ruijun;
Yu, Chengcheng

Publication type:

Article

Generating 1 km Seamless Land Surface Temperature from China FY3C Satellite Data Using Machine Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6202, doi. 10.3390/app15116202

By:

Liu, Xinhan;
Zhu, Weiwei;
Zhuang, Qifeng;
Sun, Tao;
Chen, Ziliang

Publication type:

Article

Examination of Landslide Susceptibility Modeling Using Ensemble Learning and Factor Engineering.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6192, doi. 10.3390/app15116192

By:

Zhang, Lizhou;
Ye, Siqiao;
He, Deping;
Wang, Linfeng;
Li, Weiping;
Jin, Bijing;
Zeng, Taorui

Publication type:

Article

A Comparative Analysis of Different Machine Learning Algorithms Developed with Hyperparameter Optimization in the Prediction of Student Academic Success.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 5879, doi. 10.3390/app15115879

By:

Demirtürk, Bahar;
Harunoğlu, Tuba

Publication type:

Article

勾配ブースティング決定木に基づくソーシャルネットワーク利用者のお気に入り登録予測およびその要因分析

Published in:

Transactions of Japan Society of Kansei Engineering, 2025, v. 24, n. 1, p. 99, doi. 10.5057/jjske.TJSKE-D-24-00018

By:

荒澤孔明;
松川瞬;
杉尾信行;
高原まどか;
服部峻

Publication type:

Article

Guest Editorial: Special Issue on Biometrics Security and Privacy.

Published in:

International Journal of Computer Vision, 2025, v. 133, n. 7, p. 4966, doi. 10.1007/s11263-025-02411-9

By:

Wan, Jun;
Ross, Arun;
Escalera, Sergio

Publication type:

Article

Improve Precipitation Zoning Accuracy by Applying Ensemble Learning Models Based on Interpolation and Data Mining Integration.

Published in:

Water Resources Management, 2025, v. 39, n. 7, p. 3149, doi. 10.1007/s11269-025-04101-0

By:

Ghorbani, Khalil;
Salarijazi, Meysam;
Ghaleh, Laleh Rezaei;
Valizadeh, Esmaeil

Publication type:

Article

基于 Stacking 集成机器学习模型的川西重大交通干线地质灾害易发性评价.

Published in:

Science Technology & Engineering, 2025, v. 25, n. 13, p. 5340, doi. 10.12404/j.issn.1671-1815.2405875

By:

吴逢涛;
杨志全;
赵旭光

Publication type:

Article

基于机器学习的铀矿层岩性测井评价研究进展.

Published in:

Science Technology & Engineering, 2025, v. 25, n. 12, p. 4827, doi. 10.12404/j.issn.1671-1815.2402216

By:

肖昆;
焦常伟;
杨亚新;
黄笑;
王殿学;
段忠义;
徐艺宸

Publication type:

Article

Froth-tailings fusion image-based concentrate ash content prediction in coal flotation using stacking model.

Published in:

Energy Sources Part A: Recovery, Utilization & Environmental Effects, 2025, v. 47, n. 1, p. 31, doi. 10.1080/15567036.2025.2451073

By:

Zhang, Chunlong;
Dou, Dongyang;
Peng, Yaoli;
Xie, Guangyuan

Publication type:

Article

Forecasting climate risk and heat stress hazards in arid ecosystems: Machine learning and ensemble models for specific humidity prediction in Dammam, Saudi Arabia.

Published in:

Natural Hazards, 2025, v. 121, n. 8, p. 9281, doi. 10.1007/s11069-025-07140-3

By:

Aldosary, Adel S.;
Al-Ramadan, Baqer;
Kafy, Abdulla Al;
Altuwaijri, Hamad Ahmed;
Rahaman, Zullyadini A.

Publication type:

Article

基于Soft Voting改进的STAA集成深度学习种子模式识别模型.

Published in:

Transactions of the Chinese Society of Agricultural Engineering, 2025, v. 41, n. 11, p. 165, doi. 10.11975/j.issn.1002-6819.202411258

By:

李鸿强;
张栋;
张超;
张诗欣;
李民赞

Publication type:

Article

Enhancing quality control of polyethylene in industrial polymerization plants through predictive multivariate data‐driven soft sensors.

Published in:

Canadian Journal of Chemical Engineering, 2025, v. 103, n. 5, p. 2234, doi. 10.1002/cjce.25479

By:

Jani, Farzad;
Hosseini, Shahin;
Sepahi, Abdolhannan;
Afzali, Seyyed Kamal;
Torabi, Farzad;
Ghorbani, Rooholla;
Houshmandmoayed, Saeed

Publication type:

Article

A Machine Learning Model for Predicting Breast Cancer Recurrence and Supporting Personalized Treatment Decisions Through Comprehensive Feature Selection and Explainable Ensemble Learning.

Published in:

Cancer Management & Research, 2025, v. 17, p. 917, doi. 10.2147/CMAR.S514693

By:

Lee, Tsair-Fwu;
Shiau, Jun-Ping;
Chen, Chia-Hui;
Yun, Wen-Ping;
Wuu, Cheng-Shie;
Huang, Yu-Jie;
Yeh, Shyh-An;
Chen, Hui-Chun;
Chao, Pei-Ju

Publication type:

Article

A Comparative Study of Probabilistic and Ensemble Learning for Liver Disease Diagnosis.

Published in:

Iraqi Journal of Science, 2025, v. 66, n. 4, p. 1679, doi. 10.24996/ijs.2025.66.4.25

By:

Hassoon, Israa Mohammed

Publication type:

Article

Enhanced Multimodal Physiological Signal Analysis for Pain Assessment Using Optimized Ensemble Deep Learning.

Published in:

Computer Modeling in Engineering & Sciences (CMES), 2025, v. 143, n. 2, p. 2459, doi. 10.32604/cmes.2025.065817

By:

Gasmi, Karim;
Hrizi, Olfa;
Aoun, Najib Ben;
Alrashdi, Ibrahim;
Alqazzaz, Ali;
Hamid, Omer;
Altaieb, Mohamed O.;
Abdalrahman, Alameen E. M.;
Ammar, Lassaad Ben;
Mrabet, Manel;
Necibi, Omrane

Publication type:

Article

Hybrid Techniques of Multi-CNN and Ensemble Learning to Analyze Handwritten Spiral and Wave Drawing for Diagnosing Parkinson's Disease.

Published in:

Computer Modeling in Engineering & Sciences (CMES), 2025, v. 143, n. 2, p. 2429, doi. 10.32604/cmes.2025.063938

By:

Al-Jabbar, Mohammed;
Alshahrani, Mohammed;
Senan, Ebrahim Mohammed;
Abunadi, Ibrahim;
Almalki, Sultan Ahmed;
Alshari, Eman A

Publication type:

Article

A stroke prediction framework using explainable ensemble learning.

Published in:

Computer Methods in Biomechanics & Biomedical Engineering, 2025, v. 28, n. 8, p. 1223, doi. 10.1080/10255842.2024.2316877

By:

Mitu, Mostarina;
Hasan, S. M. Mahedy;
Uddin, Md Palash;
Mamun, Md Al;
Rajinikanth, Venkatesan;
Kadry, Seifedine

Publication type:

Article

Optimizing learning outcomes: a deep dive into hybrid AI models for adaptive educational feedback.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01187-6

By:

Qadir, Hafiz Muhammad;
Suleman, M. Taseer;
Khan, Rafaqat Alam;
Sohaib, Muhammad;
Hasan, Md Junayed;
Hussain, Syed Abid

Publication type:

Article

面向不平衡数据的特征子空间增强的异质集成学习.

Published in:

Computer Engineering & Science / Jisuanji Gongcheng yu Kexue, 2025, v. 47, n. 5, p. 940, doi. 10.3969/j.issn.1007-130X.2025.05.018

By:

陈丽芳;
白云;
施永辉;
代琪

Publication type:

Article