• Search: Machine Learning for Time Series Forecasting with Python

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101

AutoGluon-TimeSeries: AutoML for Probabilistic Time Series Forecasting
Shchur, Oleksandr ; Turkmen, Caner ; Erickson, Nick ; et al.

Computer Science - Machi...
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102

Detection of Harmonic and Interharmonics Contents in Water Desalination Plants' Distribution System Based on Deep Learning Algorithms.
El‐Arwash, Hasnaa M. ; Alabid, Maytham ; El‐Sehiemy, Ragab A. ; et al.
Energy Science & Engineering; Nov2025, Vol. 13 Issue 11, p5451-5464, 14p

DEEP learning ELECTRICAL harmonics HARMONIC distortion (Phy... MACHINE learning SALINE water conversion ELECTRIC noise …
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104

Applying Fuzzy Time Series for Developing Forecasting Electricity Demand Models.
Rubio-León, José ; Rubio-Cienfuegos, José ; Vidal-Silva, Cristian ; et al.
Mathematics (2227-7390); Sep2023, Vol. 11 Issue 17, p3667, 18p

DEMAND forecasting ELECTRIC power consumpti... INDEPENDENT system opera... ENERGY consumption TIME series analysis ENERGY industries …
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105

Comparative Analysis of Time Series Forecasting Approaches for Household Electricity Consumption Prediction
Bilal, Muhammad ; Kim, Hyeok ; Fayaz, Muhammad ; et al.

Computer Science - Machi...
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106

Emerging Statistical Machine Learning Techniques for Extreme Temperature Forecasting in U.S. Cities
Kinast, Kameron B. ; Fokoué, Ernest

Statistics - Application... Statistics - Machine Lea...
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107

Transforming Building Energy Management: Sparse, Interpretable, and Transparent Hybrid Machine Learning for Probabilistic Classification and Predictive Energy Modelling.
Meng, Yiping ; Sun, Yiming ; Rodriguez, Sergio ; et al.
Architecture (2673-8945); Jun2025, Vol. 5 Issue 2, p24, 24p

ENERGY consumption forec... MACHINE learning CLEAN energy GAUSSIAN mixture models ENERGY consumption
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108

Comparative Analysis of Random Forest and Hybrid ARIMA-random Forest Models for Student Enrollment Forecasting in Higher Education
Tapio, Rachelle ; Tarepe, Dennis ; University of Science and Technology of Southern Philippines, Cagayan De Oro City, Philippines.
Journal of Advances in Mathematics and Computer Science. 40(3):124-136

[INFO]Computer Science [...
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109

差分进化优化的风电功率混合预测模型. (Chinese)
陈梦娇 ; 陈为真 ; 张岳
Journal of Chongqing University of Technology (Natural Science); 2025, Vol. 39 Issue 4, p217-226, 10p

MACHINE learning NUMERICAL weather foreca... RECURRENT neural network... WIND power WIND forecasting DEEP learning …
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110

PyPOTS: A Python Toolkit for Machine Learning on Partially-Observed Time Series
Du, Wenjie ; Yang, Yiyuan ; Qian, Linglong ; et al.

Machine Learning
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111

Prediction of electric power and load forcasting using LSTM technique for EMS.
Moustakim, Mohammed Amine ; Nasser, Tamou ; Elkamoun, Najib ; et al.
EPJ Web of Conferences; 6/30/2025, Vol. 330, p1-5, 5p

LONG short-term memory ARTIFICIAL neural networ... PYTHON programming langu... ENGINEERS ELECTRIC power consumpti... LOAD forecasting (Electr...
Conference
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113

Cryptocurrency Price Prediction.
Dhamal, Aniket ; Jadhao, Pramod
International Scientific Journal of Engineering & Management; Jun2025, Vol. 4 Issue 6, p1-2, 2p

PRICES TIME series analysis CRYPTOCURRENCIES MACHINE learning BOX-Jenkins forecasting
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114

pyFAST: A Modular PyTorch Framework for Time Series Modeling with Multi-source and Sparse Data
Wang, Zhijin ; Wu, Senzhen ; Hu, Yue ; et al.

Machine Learning Artificial Intelligence
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115

Predicting the accuracy of power consumption of electrical appliances using CNN vs auto MI.
Kumar, R. Linkesh ; Arumugam, S. S.
AIP Conference Proceedings; 2025, Vol. 3300 Issue 1, p1-6, 6p

ENERGY consumption forec... CONVOLUTIONAL neural net... ELECTRIC power consumpti... MACHINE learning FORECASTING ELECTRONIC equipment
Conference
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116

GluonTS: Probabilistic Time Series Models in Python
Alexandrov, Alexander ; Benidis, Konstantinos ; Bohlke-Schneider, Michael ; et al.

Computer Science - Machi... Statistics - Machine Lea...
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117

Quantifying the Nexus of Climate, Economy, and Health: A State-of-the-Art Time Series Approach
Kinast, Kameron Blair

Forecasting Machine learning Statistical models Time series Vector autoregression
Dissertation/ Thesis
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118

Time Series Facebook Prophet Model and Python for COVID-19 Outbreak Prediction.
Khayyat, Mashael ; Laabidi, Kaouther ; Almalki, Nada ; et al.
Computers, Materials & Continua; 2021, Vol. 67 Issue 3, p3781-3793, 13p

SAUDI Arabia COVID-19 pandemic TIME series analysis COVID-19 PROBLEM solving
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119

Seglearn: A Python Package for Learning Sequences and Time Series
Burns, David M. ; Whyne, Cari M.
Journal of Machine Learning Research 19 (2018) 1-7

Statistics - Machine Lea... Computer Science - Machi... I.2.5
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120

Optimal Placement of Wind Power System Using Machine Learning.
Karim, Abdul ; Raza, Muhammad Amir ; Ara, Darakhshan ; et al.
Sir Syed University Research Journal of Engineering & Technology (SSURJET); 2025, Vol. 15 Issue 1, p58-63, 6p

DOHA (Qatar) QATAR WIND power MACHINE learning CLEAN energy WEATHER forecasting …
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