A hybrid forecasting model based on outlier detection and fuzzy time series – A case study on Hainan wind farm of China

Energy ◽

10.1016/j.energy.2014.08.064 ◽

2014 ◽

Vol 76 ◽

pp. 526-541 ◽

Cited By ~ 32

Author(s):

Jianzhou Wang ◽

Shenghua Xiong

Keyword(s):

Time Series ◽

Outlier Detection ◽

Wind Farm ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Model Based ◽

Hybrid Forecasting

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A Hybrid Forecasting Model Based on Adaptive Fuzzy Time Series and Particle Swarm Optimization

2012 International Symposium on Biometrics and Security Technologies ◽

10.1109/isbast.2012.23 ◽

2012 ◽

Cited By ~ 5

Author(s):

Yao-Lin Huang ◽

Shi-Jinn Horng ◽

Tzong-Wang Kao ◽

I-Hong Kuo ◽

Terano Takao

Keyword(s):

Time Series ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Swarm Optimization ◽

Adaptive Fuzzy ◽

Model Based ◽

Hybrid Forecasting

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A Hybrid Forecasting Model Based on Multivariate Fuzzy Time Series and Artificial Neural Networks

Advances in Time Series Forecasting ◽

10.2174/978160805373511201010118 ◽

2012 ◽

pp. 118-129

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Model Based ◽

Hybrid Forecasting ◽

Artificial Neural

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Hybrid forecasting model-based data mining and genetic algorithm-adaptive particle swarm optimisation: a case study of wind speed time series

IET Renewable Power Generation ◽

10.1049/iet-rpg.2015.0010 ◽

2016 ◽

Vol 10 (3) ◽

pp. 287-298 ◽

Cited By ~ 20

Author(s):

Jianzhou Wang ◽

Fanyong Zhang ◽

Feng Liu ◽

Jianjun Ma

Keyword(s):

Data Mining ◽

Genetic Algorithm ◽

Time Series ◽

Wind Speed ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Forecasting Model ◽

Model Based ◽

Hybrid Forecasting

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An efficient forecasting model based on an improved fuzzy time series and a modified group search optimizer

Applied Intelligence ◽

10.1007/s10489-016-0857-0 ◽

2016 ◽

Vol 46 (3) ◽

pp. 641-651 ◽

Cited By ~ 4

Author(s):

Chin-Ling Lee ◽

Shye-Chorng Kuo ◽

Cheng-Jian Lin

Keyword(s):

Time Series ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Model Based ◽

Group Search

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Improved Fuzzy Time Series Forecasting Model Based on Optimal Lengths of Intervals Using Hedge Algebras and Particle Swarm Optimization

Advances in Science Technology and Engineering Systems Journal ◽

10.25046/aj0601147 ◽

2021 ◽

Vol 6 (1) ◽

pp. 1286-1297

Author(s):

Nghiem Van Tinh ◽

Nguyen Cong Dieu ◽

Nguyen Tien Duy ◽

Tran Thi Thanh

Keyword(s):

Time Series ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Swarm Optimization ◽

Model Based

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Comparison of fuzzy time series forecasting model based on similarity measure concept with different types of interval length

10.1063/5.0018091 ◽

2020 ◽

Author(s):

Nazirah Ramli ◽

N. Muhammad Farhan Hakim Nik Badrul Alam ◽

Siti Musleha Ab Mutalib ◽

Daud Mohamad

Keyword(s):

Time Series ◽

Similarity Measure ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Interval Length ◽

Forecasting Model ◽

Model Based ◽

Different Types

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Development of Multifactor Forecasting Model based on Fuzzy Time Series

10.1109/infotech52438.2021.9548389 ◽

2021 ◽

Author(s):

Liliya Anatolievna Demidova ◽

Maksim Anatolievich Stepanov

Keyword(s):

Time Series ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Model Based

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A Hybrid Forecasting Model Based on Modified Bat Algorithm and ELM: A Case Study for Wind Speed Forecasting

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/153/2/022001 ◽

2018 ◽

Vol 153 (2) ◽

pp. 022001

Author(s):

Yujia Zhang ◽

Long Chen

Keyword(s):

Wind Speed ◽

Bat Algorithm ◽

Forecasting Model ◽

Wind Speed Forecasting ◽

Model Based ◽

Hybrid Forecasting ◽

Modified Bat Algorithm

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Stock Forecasting Model Based on Combined Fuzzy Time Series and Genetic Algorithm

2015 International Conference on Computational Intelligence and Communication Networks (CICN) ◽

10.1109/cicn.2015.250 ◽

2015 ◽

Cited By ~ 1

Author(s):

Ajeeta Sachdev ◽

Vivek Sharma

Keyword(s):

Genetic Algorithm ◽

Time Series ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Model Based

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An improved Fuzzy Time Series forecasting model based on Particle Swarm intervalization

NAFIPS 2009 - 2009 Annual Meeting of the North American Fuzzy Information Processing Society ◽

10.1109/nafips.2009.5156420 ◽

2009 ◽

Cited By ~ 11

Author(s):

Soheil Davari ◽

Mohammad Hossein Fazel Zarandi ◽

I.Burhan Turksen

Keyword(s):

Time Series ◽

Particle Swarm ◽

Time Series Forecasting ◽

Fuzzy Time Series ◽

Forecasting Model ◽

Model Based

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