7 Aug 2026Open access
Machine Learning-Based Crisis Detection Framework for Banking Systems: A Case Study of NigeriaPublisher siteAnalytics, Financial Distress and Bankruptcy Prediction
UniversitiesCaston Sigauke
Active, last published 2026
In energy load and power forecasting
Caston
Sigauke
Scholar“Research focused on Energy Load and Power Forecasting and adjacent fields.”
University of Venda
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01 · About the work
What I study
aston Sigauke is a researcher working on Energy Load and Power Forecasting. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Caston's work has been cited 1,011 times across 2 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Energy Load and Power Forecasting×49Financial Risk and Volatility Modeling×26Market Dynamics and Volatility×22Grey System Theory Applications×18Solar Radiation and Photovoltaics×16
04 · Where I am
Affiliations
Affiliation on published researchUniversity of VendaDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
14 works26 Apr 2026Open access
A Hybrid Linear–Gaussian Process Framework with Adaptive Covariance Selection for Spatio-Temporal Wind Speed ForecastingPublisher siteForecasting, Energy Load and Power Forecasting
22 Apr 2026Open access
Short-Term Forecasting of Four Rand-Denominated Currency Markets (EUR/ZAR, CHF/ZAR, BRL/ZAR, CNY/ZAR): A Comparative Analysis of Support Vector Regression, XGBoost and Principal Component RegressionPublisher siteRisks, Stock Market Forecasting Methods
4 Apr 2026Open access
A Comparative APARCH Volatility Study of International MarketsPublisher siteEconomies, Financial Risk and Volatility Modeling
2 Apr 2026Open access
Comparative Performance of LSTM, ANN, and GAM in Predicting Precipitation and Temperature Anomalies Under Accelerated Warming: Evidence from Thohoyandou, South Africa (1990–2025)Publisher siteEarth, Climate variability and models
1 Mar 2026Open access
Enhancing Short-Term Wind Energy Forecasting with XGBoost and Conformal Prediction for Robust Uncertainty QuantificationPublisher siteComputation, Energy Load and Power Forecasting
11 Feb 2026Open access
Hierarchical forecasting of COVID-19 cases in Africa using machine learning modelsPublisher siteFrontiers in Epidemiology, COVID-19 epidemiological studies
1 Feb 2026Open access
Vine Copula Modelling of Extreme Temperature, Wind Speed, and Relative Humidity Towards Enhancement of Renewable Energy ProductionPublisher siteMathematical and Computational Applications, Climate variability and models
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