Works matching DE "EXTREME learning machines"

Results: 321

Prediction of Thermomechanical Behavior of Wood–Plastic Composites Using Machine Learning Models: Emphasis on Extreme Learning Machine.

Published in:

Polymers (20734360), 2025, v. 17, n. 13, p. 1852, doi. 10.3390/polym17131852

By:

Hua, Xueshan;
Cao, Yan;
Liu, Baoyu;
Yang, Xiaohui;
Xu, Hailong;
Li, Lifen;
Wu, Jing

Publication type:

Article

Early detection of contaminated food based on extreme learning machine and crystal structure algorithm.

Published in:

Food & Machinery, 2025, n. 6, p. 68, doi. 10.13652/j.spjx.1003.5788.2025.60011

By:

ZHU Fu;
LIU Ruiqing;
PAN Kefeng;
ZHAO Rui

Publication type:

Article

Detection of beef mince adulteration based on sparse hyperspectral feature selection algorithm.

Published in:

Food & Machinery, 2025, n. 6, p. 51, doi. 10.13652/j.spjx.1003.5788.2025.60034

By:

MA Yongbo;
PENG Yu;
XU Yiping;
LI Dan

Publication type:

Article

A novel fault diagnosis method for gearbox based on RVMD and TELM with composite chaotic grey wolf optimizer.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08318-2

By:

Huang, Xuebin;
Xu, Anfeng;
Liu, Hongbing;
Ye, Bingcheng

Publication type:

Article

Self-supervised spatial-spectral transformer with Extreme Learning Machine for Hyperspectral Image Classification.

Published in:

International Journal of Remote Sensing, 2025, v. 46, n. 14, p. 5384, doi. 10.1080/01431161.2025.2520049

By:

Ahmad, Muhammad;
Mazzara, Manuel;
Distefano, Salvatore;
Khan, Adil Mehmood;
Wu, Xin

Publication type:

Article

An ensemble model with convolutional neural network by DS evidence fusion for bearing fault diagnosis.

Published in:

Journal of Vibroengineering, 2025, v. 27, n. 4, p. 608, doi. 10.21595/jve.2025.24722

By:

Yuzhu Wang;
Xinyou Cui

Publication type:

Article

Identifying optimal ground feature classification and assessing leaf nitrogen status based on UAV multispectral images in an apple orchard.

Published in:

Plant & Soil, 2025, v. 511, n. 1, p. 733, doi. 10.1007/s11104-024-07017-7

By:

Sun, Guangzhao;
Chen, Shuaihong;
Hu, Tiantian;
Zhang, Shaowu;
Li, Hui;
Li, Aoqi;
Zhao, Lu;
Liu, Jie

Publication type:

Article

基于极限学习机的南太平洋长鳍金枪鱼渔场预测.

Published in:

Fishery Modernization, 2022, v. 49, n. 3, p. 99, doi. 10.3969/j.issn.1007-9580.2022.03.012

By:

曾硕星;
袁红春

Publication type:

Article

Bearing fault diagnosis based on cross-machine statistical features generalization and improved extreme learning machine.

Published in:

Advances in Science & Technology Research Journal, 2025, v. 19, n. 5, p. 407, doi. 10.12913/22998624/202742

By:

Mohd Kamal, Muhammad Harith;
Bin Isham, Muhammad Firdaus;
Raheimi, Amirulaminnur;
Ramadhan Mohd Saufi, Mohd Syahril;
Abdul Saad, Wan Aliff

Publication type:

Article

Efficient Classification of Diffuse Lung Disease in Class Imbalance Data.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 7, p. 2121

By:

Raj, Shyla;
Mahanand, B. S.

Publication type:

Article

Machine Learning-Driven Optimization of Agricultural Tax Allocation for Economic Modernization: A Comparative Study of CNN, RNN and Hybrid Models.

Published in:

Journal of Circuits, Systems & Computers, 2025, v. 34, n. 15, p. 1, doi. 10.1142/S021812662550344X

By:

Wang, Xiaocheng;
Qiao, Cuixia

Publication type:

Article

Optimal Partitioning of Unbalanced Datasets for BGP Anomaly Detection.

Published in:

Telecom, 2025, v. 6, n. 2, p. 25, doi. 10.3390/telecom6020025

By:

Verma, Rahul Deo;
Keserwani, Pankaj Kumar;
Jain, Vinesh Kumar;
Govil, Mahesh Chandra;
Maduranga, M. W. P.;
Tilwari, Valmik

Publication type:

Article

Rolling Bearing Fault Diagnosis Based on SCNN and Optimized HKELM.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 12, p. 2004, doi. 10.3390/math13122004

By:

Wang, Yulin;
Du, Xianjun

Publication type:

Article

Forecast Natural Gas Price by an Extreme Learning Machine Framework Based on Multi-Strategy Grey Wolf Optimizer and Signal Decomposition.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 12, p. 5249, doi. 10.3390/su17125249

By:

Wu, Zhuolin;
Zhou, Jiaqi;
Yu, Xiaobing

Publication type:

Article

Multimodal Face and Iris Recognition System Based on Local Feature Extraction and Binary Bat Algorithm.

Published in:

Traitement du Signal, 2025, v. 42, n. 3, p. 1759, doi. 10.18280/ts.420344

By:

Bouzouina, Sidahmed Yacine;
Hamami, Latifa

Publication type:

Article

Multiple entropy fusion predicts driver fatigue using forehead EEG.

Published in:

Frontiers in Neuroscience, 2025, p. 1, doi. 10.3389/fnins.2025.1567146

By:

Yang, Renyu;
Zhang, Ling;
Yang, Renhuan;
Hou, Lixing;
Zhu, Donglong;
Zhong, Boming

Publication type:

Article

A Method for Predicting Trajectories of Concealed Targets via a Hybrid Decomposition and State Prediction Framework.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3639, doi. 10.3390/s25123639

By:

Yang, Zhengpeng;
Yu, Jiyan;
Liu, Miao;
Peng, Tongxing;
Wang, Huaiyan

Publication type:

Article

驾驶性主客观综合评价方法在起步工况下的应用.

Published in:

Journal of South China University of Technology (Natural Science Edition), 2025, v. 53, n. 6, p. 66, doi. 10.12141/j.issn.1000-565X.240243

By:

吴飞;
孙现魁;
王鹏程

Publication type:

Article

SVM and ELM Based on Binary Grey Wolf Optimization for Feature Selection to Detect Defaults of Grid-Connected PV Systems Under MPPT Mode.

Published in:

Journal Européen des Systèmes Automatisés, 2025, v. 58, n. 4, p. 713, doi. 10.18280/jesa.580405

By:

Fares, Noureddine;
Souaidia, Chouaib;
Thelaidjia, Tawfik

Publication type:

Article

Multi-Algorithm Comparison for Water Quality Retrieval: Integrating Landsat-8 OLI and Machine Learning in Karst Plateau Reservoirs.

Published in:

Water (20734441), 2025, v. 17, n. 12, p. 1781, doi. 10.3390/w17121781

By:

Xie, Rukai;
Zhou, Zhongfa;
Kong, Jie;
Wang, Cui;
Wang, Yanbi;
Li, Li;
Ding, Caixia;
Li, Rui;
Zhang, Xinyue

Publication type:

Article

Machine Learning Models for Predicting Freeze–Thaw Damage of Concrete Under Subzero Temperature Curing Conditions.

Published in:

Materials (1996-1944), 2025, v. 18, n. 12, p. 2856, doi. 10.3390/ma18122856

By:

Zhao, Yanhua;
Yang, Bo;
Zhang, Kai;
Guo, Aojun;
Yu, Yonghui;
Chen, Li

Publication type:

Article

Runoff prediction using a multi-scale two-phase processing hybrid model.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 3, p. 1059, doi. 10.1007/s00477-025-02907-3

By:

Zhao, Xuehua;
Wang, Huifang;
Guo, Qiucen;
An, Jiatong

Publication type:

Article

Intelligent Ultrasonic Image Classification of Artillery Cradle Weld Defects Based on MECF-QPSO-KELM Method.

Published in:

Russian Journal of Nondestructive Testing, 2023, v. 59, n. 3, p. 305, doi. 10.1134/S1061830922601088

By:

Zhang, Erqing;
Wang, Shaofeng;
Zhou, Shengrong;
Cheng, Bo;
Huang, Shunzhou;
Duan, Wenbo

Publication type:

Article

Machine Learning-Based Sine-Cosine Algorithm for Wastewater Quality Assessment Using Activated Carbon.

Published in:

Adsorption Science & Technology, 2022, v. 2022, p. 1, doi. 10.1155/2022/3410872

By:

Alsolai, Hadeel;
Asiri, Mashael M.;
Alabdan, Rana;
Al-Hagery, Mohammed Abdullah;
Hilal, Anwer Mustafa;
Rizwanullah, Mohammed;
Motwakel, Abdelwahed;
Yaseen, Ishfaq;
Pasha, S.K. Khadheer

Publication type:

Article

基于 HPO-ELM 的电主轴热误差建模.

Published in:

Machine Tool & Hydraulics, 2024, v. 52, n. 22, p. 46, doi. 10.3969/j.issn.1001-3881.2024.22.007

By:

张珂;
徐鹏;
王展;
王子男

Publication type:

Article

Enhanced Extreme Learning Machine for Energy Efficient Vampire Attack Detection in Wireless Sensor Networks.

Published in:

Journal Européen des Systèmes Automatisés, 2024, v. 57, n. 6, p. 1649, doi. 10.18280/jesa.570612

By:

Khaleel, Ibrahim Saud;
Mohammed, Bilal Mishaal;
Adnan, Ahmed

Publication type:

Article

面向 MCU的轻量化极限学习机和锂电池健康状态估计.

Published in:

Journal of South China Normal University (Natural Science Edition) / Huanan Shifan Daxue Xuebao (Ziran Kexue Ban), 2024, v. 56, n. 6, p. 44, doi. 10.6054/j.jscnun.2024075

By:

郭肖勇;
严玮演;
李勇进;
常淑敏

Publication type:

Article

Application of Digital Economy Machine Learning Algorithm for Predicting Carbon Trading Prices Under Carbon Reduction Trends.

Published in:

Strategic Planning for Energy & the Environment, 2024, v. 43, n. 2, p. 401, doi. 10.13052/spee1048-5236.43210

By:

Yisheng Liu;
Fang Xu

Publication type:

Article

基于改进压缩感知与深度多核极限学习机的轴承故障诊断方法.

Published in:

Journal of Mechanical Strength / Jixie Qiangdu, 2025, v. 47, n. 6, p. 48, doi. 10.16579/j.issn.1001.9669.2025.06.006

By:

付强;
胡东;
杨童亮;
罗国庆;
谭为民

Publication type:

Article

基于BKA-CNN-SVM模型的岩爆烈度预测.

Published in:

Chinese Journal of High Pressure Physics, 2025, v. 39, n. 5, p. 1, doi. 10.11858/gywlxb.20240880

By:

慕慧文;
周宗红;
郑发萍;
刘剑;
曾顺洪;
段勇

Publication type:

Article

Geographical origin discrimination of black beans using near-infrared (NIR) spectroscopy combined with fuzzy regularized complete linear discriminant analysis (FRCLDA).

Published in:

Analytical Letters, 2025, v. 58, n. 4, p. 521, doi. 10.1080/00032719.2024.2329702

By:

Xie, Chenao;
Wu, Xiaohong;
Wu, Bin;
Dai, Chunxia

Publication type:

Article

Enhancing Fault Diagnosis: A Hybrid Framework Integrating Improved SABO with VMD and Transformer–TELM.

Published in:

Lubricants (2075-4442), 2025, v. 13, n. 4, p. 155, doi. 10.3390/lubricants13040155

By:

Yang, Jingzong;
Li, Xuefeng;
Mao, Min

Publication type:

Article

Research on Bearing Fault Diagnosis Based on Vibration Signals and Deep Learning Models.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 2090, doi. 10.3390/electronics14102090

By:

Yuan, Bin;
Lu, Lingkai;
Chen, Suifan

Publication type:

Article

SOH Estimation Model Based on an Ensemble Hierarchical Extreme Learning Machine.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 9, p. 1832, doi. 10.3390/electronics14091832

By:

He, Yu;
Pattanadech, Norasage;
Sukemoke, Kasian;
Chen, Lin;
Li, Lulu

Publication type:

Article

Modeling and Multi-Objective Optimization of Transcutaneous Energy Transmission Coils Based on Artificial Intelligence.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 7, p. 1381, doi. 10.3390/electronics14071381

By:

Yin, Mao;
Li, Xiao

Publication type:

Article

A Joint Estimation Method for the SOC and SOH of Lithium-Ion Batteries Based on AR-ECM and Data-Driven Model Fusion.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 7, p. 1290, doi. 10.3390/electronics14071290

By:

Wei, Zhiyuan;
Sun, Xiaowen;
Li, Yiduo;
Liu, Weiping;
Liu, Changying;
Lu, Haiyan

Publication type:

Article

Multi-Objective Optimization Method for Power Transformer Design Based on Surrogate Modeling and Hybrid Heuristic Algorithm.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 6, p. 1198, doi. 10.3390/electronics14061198

By:

Shi, Baidi;
Xiao, Wei;
Zhang, Liangxian;
Wang, Tao;
Jiang, Yongfeng;
Shang, Jingyu;
Li, Zixing;
Chen, Xinfu;
Li, Meng

Publication type:

Article

Synergy of Internet of Things and Software Engineering Approach for Enhanced Copy–Move Image Forgery Detection Model.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 4, p. 692, doi. 10.3390/electronics14040692

By:

Assiri, Mohammed

Publication type:

Article

A Hyper-Parameter Optimizer Algorithm Based on Conditional Opposition Local-Based Learning Forbidden Redundant Indexes Adaptive Artificial Bee Colony Applied to Regularized Extreme Learning Machine.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 23, p. 4652, doi. 10.3390/electronics13234652

By:

Vasquez-Iglesias, Philip;
Pizarro, Amelia E.;
Zabala-Blanco, David;
Fuentes-Concha, Juan;
Ahumada-Garcia, Roberto;
Laroze, David;
Gonzalez, Paulo

Publication type:

Article

A grid search optimized extreme learning machine approach for customer churn prediction.

Published in:

Journal of Engineering Research (2307-1877), 2023, v. 11, n. 3, p. 1, doi. 10.36909/jer.16771

By:

Koçoğlu, Fatma Önay;
Özcan, Tuncay

Publication type:

Article

A Novel Feature Selection Algorithm Using Multi-Objective Improved Honey Badger Algorithm and Strength Pareto Evolutionary Algorithm-II.

Published in:

Journal of Engineering Research (2307-1877), 2023, v. 11, n. 2B, p. 71, doi. 10.36909/jer.16863

By:

Papasani, Anusha;
Devarakonda, Nagaraju

Publication type:

Article

Digital Twin of a Data Center at an Educational Institution.

Published in:

Journal of Engineering Research (2307-1877), 2023, v. 11, n. 1A, p. 57, doi. 10.36909/jer.15973

By:

Mutawa, A. M.;
Tolba, A. S.

Publication type:

Article

A combined improved dung beetle optimization and extreme learning machine framework for precise SOC estimation.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-00482-9

By:

Yao, Kaihua;
Yan, Xinyu;
Mao, Xiling;
Li, Mengwei;
Li, Xiao;
Lian, Ziyu;
Han, Yuxiang

Publication type:

Article

Forecasting water quality indices using generalized ridge model, regularized weighted kernel ridge model, and optimized multivariate variational mode decomposition.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-99341-w

By:

Kordani, Marjan;
Bagheritabar, Mohsen;
Ahmadianfar, Iman;
Samadi-Koucheksaraee, Arvin

Publication type:

Article

Intelligent identification method of origin for Alismatis Rhizoma based on image and machine learning.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-98458-2

By:

Zhao, Wenqi;
Zhao, Zongyi;
Zheng, Wen;
Wang, Zimin;
Yang, Gaoting;
Lan, Zhiqiong;
Pan, Xiaoli;
Li, Min

Publication type:

Article

An enhanced moth flame optimization extreme learning machines hybrid model for predicting CO<sub>2</sub> emissions.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-95678-4

By:

Algwil, Ahmed Ramdan Almaqtouf;
Khalifa, Wagdi M. S.

Publication type:

Article

An adaptive hierarchical hybrid kernel ELM optimized by aquila optimizer algorithm for bearing fault diagnosis.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-94703-w

By:

Yan, Hao;
Shang, Liangliang;
Chen, Wan;
Jiang, Mengyao;
lu, Tianqi;
Li, Fei

Publication type:

Article

An effectiveness of machine learning models for estimate the financial cost of assistive services to disability care in the Kingdom of Saudi Arabia.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-93878-6

By:

Algahtani, Obaid;
Almazah, Mohammed M. A.;
Alshormani, Farouq

Publication type:

Article

Hybrid prediction method for solar photovoltaic power generation using normal cloud parrot optimization algorithm integrated with extreme learning machine.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-89871-8

By:

Liu, Huachen;
Cai, Changlong;
Li, Pangyue;
Tang, Chao;
Zhao, Mingwei;
Zheng, Xinyan;
Li, Yifeng;
Zhao, Yiran;
Liu, Chenxi

Publication type:

Article

Using visible and NIR hyperspectral imaging and machine learning for nondestructive detection of nutrient contents in sorghum.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-90892-6

By:

Wu, Kai;
Zhang, Zilin;
He, Xiuhan;
Li, Gangao;
Zheng, Decong;
Li, Zhiwei

Publication type:

Article