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Author

S. Ozuomba

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Conference Open access 2026

Spatio-Temporal Modelling of Temperature Data using Machine Learning

The scarcity of weather stations in many developing countries poses a significant obstacle to obtaining precise temperature data. Akwa Ibom State in Nigeria faces this challenge leading to reliance on satellite weather data (NASA POWER) and ground-truth measurements for temperature predictions. The study helps to predi...

Joshua Ezugwu E, Williams Adaji-Agbane, P. Asuquo et al. · 0 citations
Conference Open access 2026

An Attention-Based TabNet Framework for Fault Detection and Diagnosis in HVAC Systems with Limited Labeled Data

Heating, Ventilation, and Air Conditioning (HVAC) systems play a critical role in ensuring energy efficiency, occupant comfort, and sustainability in modern buildings. Their complex operational dynamics,however, make them prone to faults that, if undetected, can result in higher energy consumption, reduced comfort, and...

I. Samuel, B. Stephen, S. Ozuomba et al. · 0 citations

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