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Menampilkan 1–2 dari 2 artikel
A Comparative Analysis of Time-Series Models of ARIMA and Prophet IoT-Based Flood Forecasting in Sungai Melaka
Mazran Esro
; Siva Kumar Subramaniam
; Tuani Ibrahim, Ahamed Fayeez
; Yogan Jaya Kumar
; Siti Aisyah Anas
; Sujatha Rajkumar
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 4
(2025)
Flood prediction is essential for mitigating disasters, especially in low-lying areas. This study presents an IoT-driven flood forecasting system that utilizes ARIMA and Prophet models to predict water levels in Sungai Melaka, Malaysia. Sensor data collected from an IoT-based flood observatory system was used to train and evaluate both models. Performance analysis based on RMSE and MAPE revealed that while ARIMA captures short-term trends, Prophet outperforms it with a lower MAPE of 6% and RMSE...
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1 Sitasi
Non-Verbal Cues in Interactive Systems: Enhancing Proactivity through Winking and Turning Gestures
Binti Anas, Siti Aisyah
; Mazran bin Esro
; Ahamed Fayeez bin Tuani Ibrahim
; Yogan Jaya Kumar
; Vigneswara Rao Gannapathy
; Yona Falinie binti Abd Gaus
; R. Sujatha
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 1
(2025)
This investigation investigates the extent to which proactive behaviours in interactive objects—specifically animated eyes that exhibit behaviours such as blinking and turning—improve user interaction. Through a two-phase process, we investigate the influence of these behaviors on users’ perceptions of proactivity in both physical and virtual environments. In Phase I, we conducted a real-world study using a tangible box with animated eyes to evaluate user responses to expressive behaviours in si...
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