WELM: Extreme Learning Machine with Wavelet Dynamic Co-Movement Analysis in High-Dimensional Time Series

Proceedings in Adaptation, Learning and Optimization - Proceedings of ELM-2015 Volume 2 ◽

10.1007/978-3-319-28373-9_40 ◽

2016 ◽

pp. 491-502

Author(s):

Heng-Guo Zhang ◽

Rui Nian ◽

Yan Song ◽

Yang Liu ◽

Xuefei Liu ◽

...

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Movement Analysis ◽

High Dimensional ◽

Learning Machine

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Online recurrent extreme learning machine and its application to time-series prediction

2017 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2017.7966094 ◽

2017 ◽

Author(s):

Jin-Man Park ◽

Jong-Hwan Kim

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Learning Machine

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Time series forecasting based on deep extreme learning machine

2017 29th Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc.2017.7978277 ◽

2017 ◽

Author(s):

Xuqi Guo ◽

Yusong Pang ◽

Gaowei Yan ◽

Tiezhu Qiao

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Time Series Forecasting ◽

Learning Machine

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Empirical Mode Decomposition, Extreme Learning Machine and Long Short-Term Memory for Time Series Prediction: A Comparative Study

2018 7th Brazilian Conference on Intelligent Systems (BRACIS) ◽

10.1109/bracis.2018.00091 ◽

2018 ◽

Author(s):

Elivelto Ebermam ◽

Gabriel G. De Angelo ◽

Helder Knidel ◽

Renato A. Krohling

Keyword(s):

Time Series ◽

Comparative Study ◽

Extreme Learning Machine ◽

Short Term Memory ◽

Time Series Prediction ◽

Term Memory ◽

Mode Decomposition ◽

Long Short Term Memory ◽

Learning Machine

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Recurrent kernel online sequential extreme learning machine with kernel adaptive filter for time series prediction

2017 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2017.8285292 ◽

2017 ◽

Author(s):

Zongying Liu ◽

Chu Kiong Loo ◽

Kitsuchart Pasupa

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Adaptive Filter ◽

Time Series Prediction ◽

Learning Machine

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Online Sequential Extreme Learning Machine with New Weight-Setting Strategy for Nonstationary Time Series Prediction

Proceedings of ELM-2014 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-14063-6_23 ◽

2015 ◽

pp. 263-272 ◽

Author(s):

Jinwan Wang ◽

Wentao Mao ◽

Liyun Wang ◽

Mei Tian

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Nonstationary Time Series ◽

Learning Machine

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Power Quality Analysis Based on Time Series Similarity and Extreme Learning Machine

Communications in Computer and Information Science - Embedded Systems Technology ◽

10.1007/978-981-13-1026-3_12 ◽

2018 ◽

pp. 157-170

Author(s):

Meimei Li ◽

Shouqing Jia ◽

Shuqing Zhang ◽

Zheng Gong ◽

Guaifu Li

Keyword(s):

Time Series ◽

Power Quality ◽

Extreme Learning Machine ◽

Quality Analysis ◽

Power Quality Analysis ◽

Learning Machine

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An improved kernel-based incremental extreme learning machine with fixed budget for nonstationary time series prediction

Neural Computing and Applications ◽

10.1007/s00521-017-3096-3 ◽

2017 ◽

Vol 31 (3) ◽

pp. 637-652 ◽

Author(s):

Wei Zhang ◽

Aiqiang Xu ◽

Dianfa Ping ◽

Mingzhe Gao

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Nonstationary Time Series ◽

Fixed Budget ◽

Learning Machine

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Smart meter based on time series modify and extreme learning machine

2017 2nd International Conference on Automation, Cognitive Science, Optics, Micro Electro-Mechanical System, and Information Technology (ICACOMIT) ◽

10.1109/icacomit.2017.8253392 ◽

2017 ◽

Author(s):

Samudra R. Arrachman ◽

M.F. Adiatmoko ◽

Adi Soeprijanto ◽

Mat Syai'in ◽

M.S.A. Sidik ◽

...

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Smart Meter ◽

Learning Machine

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Classifying of welding time series based on multi-scale time irreversibility analysis and extreme learning machine

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2020.110040 ◽

2020 ◽

Vol 139 ◽

pp. 110040

Author(s):

Yong Huang ◽

Dongqing Yang ◽

Lei Wang ◽

Kehong Wang

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Welding Time ◽

Multi Scale ◽

Time Irreversibility ◽

Learning Machine

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Time-series processing of large scale remote sensing data with extreme learning machine

Neurocomputing ◽

10.1016/j.neucom.2013.02.051 ◽

2014 ◽

Vol 128 ◽

pp. 199-206 ◽

Author(s):

Jiaoyan Chen ◽

Guozhou Zheng ◽

Cong Fang ◽

Ningyu Zhang ◽

Huajun Chen ◽

...

Keyword(s):

Remote Sensing ◽

Time Series ◽

Extreme Learning Machine ◽

Large Scale ◽

Remote Sensing Data ◽

Sensing Data ◽

Learning Machine

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