Novel residual hybrid machine learning for solar activity prediction in smart cities

Predicting Solar cycle 25 using an optimized long short-term memory model based on sunspot area data

(2023) Hongbing Zhu et al.   ADVANCES IN SPACE RESEARCH

Predicting the Maximum Amplitude of Solar Cycle 25 Using the Early Value of the Rising Phase

(2022) Zhanle Du   SOLAR PHYSICS

Deep learning enabled state of charge, state of health and remaining useful life estimation for smart battery management system: Methods, implementations, issues and prospects

(2022) M.S. Hossain Lipu et al.   Journal of Energy Storage

Forecasting of Sunspot Time Series Using a Hybridization of ARIMA, ETS and SVM Methods

(2021) Sibarama Panigrahi et al.   SOLAR PHYSICS

Forecasting hand-foot-and-mouth disease cases using wavelet-based SARIMA–NNAR hybrid model

(2021) Gongchao Yu et al.   PLoS One

Forecast for sunspot cycle 25 activity

(2021) H.S. Ahluwalia   ADVANCES IN SPACE RESEARCH

Forecasting Solar Cycle 25 Using Deep Neural Networks

(2020) B. Benson et al.   SOLAR PHYSICS

EMD and LSTM Hybrid Deep Learning Model for Predicting Sunspot Number Time Series with a Cyclic Pattern

(2020) Taesam Lee   SOLAR PHYSICS

Protect Mobile Travelers Information in Sensitive Region Based on Fuzzy Logic in IoT Technology

(2020) Imran Memon et al.   Security and Communication Networks

Forecasting Sunspot Time Series Using Deep Learning Methods

(2019) Zeydin Pala et al.   SOLAR PHYSICS

Wind Power Short-Term Prediction Based on LSTM and Discrete Wavelet Transform

(2019) Yao Liu et al.   Applied Sciences-Basel

Prediction of the Sunspot Number with a New Model Based on the Revised Data

(2019) Jinhuo Liu et al.   SOLAR PHYSICS

Hourly day-ahead solar irradiance prediction using weather forecasts by LSTM

(2018) Xiangyun Qing et al.   ENERGY

Hybrid Adaptive Neuro-Fuzzy Models for Water Quality Index Estimation

(2018) Zaher Mundher Yaseen et al.   WATER RESOURCES MANAGEMENT

Forecasting the sunspot maximum through an analysis of geomagnetic activity

(2017) B. Kirov et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

A benchmarking of machine learning techniques for solar radiation forecasting in an insular context

(2015) Philippe Lauret et al.   SOLAR ENERGY

Linear Regression-Based Efficient SVM Learning for Large-Scale Classification

(2015) Jianxin Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Body Fat Percentage Prediction Using Intelligent Hybrid Approaches

(2014) Yuehjen E. Shao   TheScientificWorldJOURNAL

The Solar Cycle

(2013) David H. Hathaway   Living Reviews in Solar Physics