A feature extraction- and ranking-based framework for electricity spot price forecasting using a hybrid deep neural network

Electric Power Systems Research ◽

10.1016/j.epsr.2021.107453 ◽

2021 ◽

Vol 200 ◽

pp. 107453

Author(s):

Zhen Shao ◽

Qingru Zheng ◽

Chen Liu ◽

Shuangyan Gao ◽

Gang Wang ◽

...

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Deep Neural Network ◽

Price Forecasting ◽

Electricity Spot Price

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A Review of Single Artificial Neural Network Models for Electricity Spot Price Forecasting

2019 16th International Conference on the European Energy Market (EEM) ◽

10.1109/eem.2019.8916423 ◽

2019 ◽

Author(s):

Fan Zhang ◽

Hasan Fleyeh

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Network Models ◽

Price Forecasting ◽

Neural Network Models ◽

Electricity Spot Price ◽

Artificial Neural ◽

Artificial Neural Network Models

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Short Term Electricity Spot Price Forecasting Using CatBoost and Bidirectional Long Short Term Memory Neural Network

2019 16th International Conference on the European Energy Market (EEM) ◽

10.1109/eem.2019.8916412 ◽

2019 ◽

Author(s):

Fan Zhang ◽

Hasan Fleyeh

Keyword(s):

Neural Network ◽

Short Term Memory ◽

Price Forecasting ◽

Term Memory ◽

Electricity Spot Price ◽

Long Short Term Memory

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A comparison of modern deep neural network architectures for energy spot price forecasting

Digital Finance ◽

10.1007/s42521-020-00022-2 ◽

2020 ◽

Vol 2 (3-4) ◽

pp. 189-210 ◽

Author(s):

F. Cordoni

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Price Forecasting ◽

Network Architectures ◽

Neural Network Architectures

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A hybrid model based on bidirectional long short-term memory neural network and Catboost for short-term electricity spot price forecasting

Journal of the Operational Research Society ◽

10.1080/01605682.2020.1843976 ◽

2020 ◽

pp. 1-25

Author(s):

Fan Zhang ◽

Hasan Fleyeh ◽

Chris Bales

Keyword(s):

Neural Network ◽

Hybrid Model ◽

Short Term Memory ◽

Price Forecasting ◽

Term Memory ◽

Model Based ◽

Electricity Spot Price ◽

Long Short Term Memory

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Electricity spot price forecasting in Brazil using a hybrid neuro-fuzzy system and neural network approach

International Journal of Energy and Statistics ◽

10.1142/s2335680417500041 ◽

2017 ◽

Vol 05 (01) ◽

pp. 1750004 ◽

Author(s):

Monica Barros ◽

Lucio de Medeiros

Keyword(s):

Neural Network ◽

Fuzzy System ◽

Price Forecasting ◽

Network Approach ◽

Neural Network Approach ◽

Neuro Fuzzy ◽

Electricity Spot Price

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Real-time electricity price forecasting of wind farms with deep neural network transfer learning and hybrid datasets

Applied Energy ◽

10.1016/j.apenergy.2021.117242 ◽

2021 ◽

Vol 299 ◽

pp. 117242

Author(s):

Haolin Yang ◽

Kristen R. Schell

Keyword(s):

Neural Network ◽

Real Time ◽

Transfer Learning ◽

Deep Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting

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Bottleneck Feature Extraction-Based Deep Neural Network Model for Facial Emotion Recognition

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Mobile Networks and Management ◽

10.1007/978-3-030-64002-6_3 ◽

2020 ◽

pp. 30-46

Author(s):

Tian Ma ◽

Kavuma Benon ◽

Bamweyana Arnold ◽

Keping Yu ◽

Yan Yang ◽

...

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Emotion Recognition ◽

Network Model ◽

Neural Network Model ◽

Deep Neural Network ◽

Facial Emotion Recognition ◽

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Speech bottleneck feature extraction method based on overlapping group lasso sparse deep neural network

Speech Communication ◽

10.1016/j.specom.2018.02.005 ◽

2018 ◽

Vol 99 ◽

pp. 56-61 ◽

Author(s):

Yuan Luo ◽

Yu Liu ◽

Yi Zhang ◽

Congcong Yue

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Extraction Method ◽

Deep Neural Network ◽

Group Lasso ◽

Feature Extraction Method

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An EMD-Based Neural Network Ensemble Learning Model for World Crude Oil Spot Price Forecasting

Soft Computing Applications in Business - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-79005-1_14 ◽

2008 ◽

pp. 261-271 ◽

Author(s):

Lean Yu ◽

Shouyang Wang ◽

Kin Keung Lai

Keyword(s):

Neural Network ◽

Crude Oil ◽

Ensemble Learning ◽

Learning Model ◽

Price Forecasting ◽

Neural Network Ensemble

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Multipatch-GLCM for Texture Feature Extraction on Classification of the Colon Histopathology Images using Deep Neural Network with GPU Acceleration

Journal of Computer Science ◽

10.3844/jcssp.2020.280.294 ◽

2020 ◽

Vol 16 (3) ◽

pp. 280-294 ◽

Author(s):

Toto Haryanto ◽

Adib Pratama ◽

Heru Suhartanto ◽

Aniati Murni ◽

Kusmardi Kusmardi ◽

...

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Deep Neural Network ◽

Texture Feature ◽

Gpu Acceleration ◽

Texture Feature Extraction ◽

Histopathology Images

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