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Feature Selection and Extraction Along with Electricity Price Forecasting Using Big Data Analytics
Innovative Mobile and Internet Services in Ubiquitous Computing - Advances in Intelligent Systems and Computing
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10.1007/978-3-319-93554-6_27
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2018
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pp. 299-309
Author(s):
Isra Shafi
◽
Nadeem Javaid
◽
Aqdas Naz
◽
Yasir Amir
◽
Israr Ishaq
◽
...
Keyword(s):
Feature Selection
◽
Big Data
◽
Data Analytics
◽
Big Data Analytics
◽
Electricity Price
◽
Price Forecasting
◽
Electricity Price Forecasting
Download Full-text
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Big Data Analytics in a Day-Ahead Electricity Price Forecasting Using TensorFlow in Restructured Power Systems
2018 International Conference on Computational Science and Computational Intelligence (CSCI)
◽
10.1109/csci46756.2018.00207
◽
2018
◽
Cited By ~ 2
Author(s):
Ali Dehghan-Banadaki
◽
Taufik Taufik
◽
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Keyword(s):
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◽
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Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid
IEEE Transactions on Big Data
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10.1109/tbdata.2017.2723563
◽
2019
◽
Vol 5
(1)
◽
pp. 34-45
◽
Cited By ~ 58
Author(s):
Kun Wang
◽
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◽
Yan Zhang
◽
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Albert Y. Zomaya
Keyword(s):
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Electricity Price Forecasting
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Big Data Based Electricity Price Forecasting Using Enhanced Convolutional Neural Network in the Smart Grid
Advances in Intelligent Systems and Computing - Web, Artificial Intelligence and Network Applications
◽
10.1007/978-3-030-44038-1_109
◽
2020
◽
pp. 1189-1201
◽
Cited By ~ 1
Author(s):
Muhammad Adil
◽
Nadeem Javaid
◽
Nazia Daood
◽
Muhammad Asim
◽
Irfan Ullah
◽
...
Keyword(s):
Neural Network
◽
Big Data
◽
Smart Grid
◽
Convolutional Neural Network
◽
Electricity Price
◽
Price Forecasting
◽
Electricity Price Forecasting
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Controlled feature selection and compressive big data analytics: Applications to biomedical and health studies
PLoS ONE
◽
10.1371/journal.pone.0202674
◽
2018
◽
Vol 13
(8)
◽
pp. e0202674
◽
Cited By ~ 2
Author(s):
Simeone Marino
◽
Jiachen Xu
◽
Yi Zhao
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Nina Zhou
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Keyword(s):
Feature Selection
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Big Data
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Data Analytics
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Big Data Analytics
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Health Studies
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Locational Marginal Electricity Price Forecasting-Based Self-Attention Mechanism and Simulated Annealing Optimizer using Big Data
10.1109/icrera52334.2021.9598604
◽
2021
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Author(s):
Mohamed Massaoudi
◽
Haitham Abu-Rub
◽
Shady S. Refaat
◽
Ahmad Ali Al-Kuwari
◽
Tingwen Huang
Keyword(s):
Big Data
◽
Simulated Annealing
◽
Attention Mechanism
◽
Electricity Price
◽
Price Forecasting
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Electricity Price Forecasting
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Improved Feature Selection Model for Big Data Analytics
IEEE Access
◽
10.1109/access.2020.2986232
◽
2020
◽
Vol 8
◽
pp. 66989-67004
◽
Cited By ~ 10
Author(s):
Ibrahim M. El-Hasnony
◽
Sherif I. Barakat
◽
Mohamed Elhoseny
◽
Reham R. Mostafa
Keyword(s):
Feature Selection
◽
Big Data
◽
Data Analytics
◽
Big Data Analytics
◽
Selection Model
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A hybrid short-term electricity price forecasting framework: Cuckoo search-based feature selection with singular spectrum analysis and SVM
Energy Economics
◽
10.1016/j.eneco.2019.05.026
◽
2019
◽
Vol 81
◽
pp. 899-913
◽
Cited By ~ 27
Author(s):
Xiaobo Zhang
◽
Jianzhou Wang
◽
Yuyang Gao
Keyword(s):
Feature Selection
◽
Spectrum Analysis
◽
Singular Spectrum Analysis
◽
Cuckoo Search
◽
Electricity Price
◽
Price Forecasting
◽
Short Term
◽
Singular Spectrum
◽
Electricity Price Forecasting
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An evaluation of big data analytics in feature selection for long-lead extreme floods forecasting
2016 IEEE 13th International Conference on Networking, Sensing, and Control (ICNSC)
◽
10.1109/icnsc.2016.7479007
◽
2016
◽
Cited By ~ 2
Author(s):
Yong Zhuang
◽
Kui Yu
◽
Dawei Wang
◽
Wei Ding
Keyword(s):
Feature Selection
◽
Big Data
◽
Data Analytics
◽
Big Data Analytics
◽
Extreme Floods
◽
Selection For
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Big Data Analytics for Price Forecasting in Smart Grids
2016 IEEE Global Communications Conference (GLOBECOM)
◽
10.1109/glocom.2016.7841630
◽
2016
◽
Cited By ~ 14
Author(s):
Kun Wang
◽
Chenhan Xu
◽
Song Guo
Keyword(s):
Big Data
◽
Smart Grids
◽
Data Analytics
◽
Big Data Analytics
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Price Forecasting
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Mutivariable mutual information based feature selection for electricity price forecasting
2012 International Conference on Machine Learning and Cybernetics
◽
10.1109/icmlc.2012.6358906
◽
2012
◽
Cited By ~ 1
Author(s):
Zhi-Wei Qiu
Keyword(s):
Feature Selection
◽
Mutual Information
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Electricity Price
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Price Forecasting
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Electricity Price Forecasting
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Selection For
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