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Keyword

online sequential learning

Description: A machine-learning approach that updates a model incrementally as new data arrive, rather than retraining it on the full dataset.
OpenAlex ID: keywords/online-sequential-learning
A Fast and Accurate Online Sequential Learning Algorithm for Feedforward Networks
2006 · Nan-Ying Liang, Guang-Bin Huang, et al. · IEEE Transactions on Neural Networks · 1,965
Extreme learning machines: a survey
2011 · Guang-Bin Huang, Dian Hui Wang, et al. · International Journal of Machine Learning and Cybernetics · 1,915
Extreme Learning Machines [Trends & Controversies]
2013 · Erik Cambria, Guang-Bin Huang, et al. · IEEE Intelligent Systems · 710
Ensemble of online sequential extreme learning machine
2009 · Yuan Lan, Yeng Chai Soh, et al. · Neurocomputing · 334
Online sequential prediction of bearings imbalanced fault diagnosis by extreme learning machine
2016 · Wentao Mao, Ling He, et al. · Mechanical Systems and Signal Processing · 216
On-Line Sequential Extreme Learning Machine
2005 · Guang-Bin Huang, Nanying Liang, et al. · Computational intelligence · 201
Online sequential extreme learning machine with kernels for nonstationary time series prediction
2014 · Xinying Wang, Min Han · Neurocomputing · 196
Semi-supervised machine learning approach for DDoS detection
2018 · Mohamed Idhammad, Karim Afdel, et al. · Applied Intelligence · 175
Cross-person activity recognition using reduced kernel extreme learning machine
2014 · Wan-Yu Deng, Qing-Hua Zheng, et al. · Neural Networks · 163
Online Sequential Extreme Learning Machine With Kernels
2014 · Simone Scardapane, Danilo Comminiello, et al. · IEEE Transactions on Neural Networks and Learning Systems · 155
Forecasting daily streamflow using online sequential extreme learning machines
2016 · Aranildo R. Lima, Alex J. Cannon, et al. · Journal of Hydrology · 123
eT2FIS: An Evolving Type-2 Neural Fuzzy Inference System
2012 · S.W. Tung, C. Quek, et al. · Information Sciences · 112
3D Shape Segmentation and Labeling via Extreme Learning Machine
2014 · Zhige Xie, Kai Xu, et al. · Computer Graphics Forum · 97
Novel Online Sequential Learning-Based Adaptive Routing for Edge Software-Defined Vehicular Networks
2020 · Liang Zhao, Weiliang Zhao, et al. · IEEE Transactions on Wireless Communications · 95
Multi-sensor real-time monitoring of dam behavior using self-adaptive online sequential learning
2022 · Qiubing Ren, Mingchao Li, et al. · Automation in Construction · 85
Extreme learning machine based transfer learning algorithms: A survey
2017 · Syed Moshfeq Salaken, Abbas Khosravi, et al. · Neurocomputing · 83
An incremental extreme learning machine for online sequential learning problems
2013 · Lu Guo, Jing-hua Hao, et al. · Neurocomputing · 73
An online sequential learning algorithm for regularized Extreme Learning Machine
2015 · Zhifei Shao, Meng Joo Er · Neurocomputing · 72
Mixture Correntropy-Based Kernel Extreme Learning Machines
2020 · Yunfei Zheng, Badong Chen, et al. · IEEE Transactions on Neural Networks and Learning Systems · 71
COROLA: A sequential solution to moving object detection using low-rank approximation
2016 · Moein Shakeri, Hong Zhang · Computer Vision and Image Understanding · 68
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Evaluating hourly air quality forecasting in Canada with nonlinear updatable machine learning methods
2016 · Huiping Peng, Aranildo R. Lima, et al. · Air Quality Atmosphere & Health · 65
Robust Online Sequential RVFLNs for Data Modeling of Dynamic Time-Varying Systems With Application of an Ironmaking Blast Furnace
2019 · Ping Zhou, Wenpeng Li, et al. · IEEE Transactions on Cybernetics · 61
Online recurrent extreme learning machine and its application to time-series prediction
2017 · Jin-Man Park, Jong-Hwan Kim · 60
FP-ELM: An online sequential learning algorithm for dealing with concept drift
2016 · Dong Liu, YouXi Wu, et al. · Neurocomputing · 60
A Short-Term Solar Photovoltaic Power Optimized Prediction Interval Model Based on FOS-ELM Algorithm
2021 · G. Ramkumar, Satyajeet Sahoo, et al. · International Journal of Photoenergy · 54
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Works count: 178
Citation count: 8,339
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