no code implementations • 1 Oct 2022 • Sarah Almaghrabi, Mashud Rana, Margaret Hamilton, Mohammad Saiedur Rahaman
The Wavelet Transform (WT) has been utilised in time series applications, such as Photovoltaic (PV) power prediction, to model the stochastic volatility and reduce prediction errors.
no code implementations • 26 Aug 2021 • Yonchanok Khaokaew, Mohammad Saiedur Rahaman, Ryen W. White, Flora D. Salim
App usage prediction is important for smartphone system optimization to enhance user experience.
no code implementations • 10 Jun 2021 • Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Ayad Turky, Andy Song, Jeffrey Chan, Junliang Jiang, Doug Bradbrook
Existing parking recommendation solutions mainly focus on finding and suggesting parking spaces based on the unoccupied options only.
no code implementations • 18 Aug 2020 • Nan Gao, Hao Xue, Wei Shao, Sichen Zhao, Kyle Kai Qin, Arian Prabowo, Mohammad Saiedur Rahaman, Flora D. Salim
Generative Adversarial Networks (GANs) have shown remarkable success in producing realistic-looking images in the computer vision area.
no code implementations • 13 Jul 2020 • Wei Shao, Sichen Zhao, Zhen Zhang, Shiyu Wang, Mohammad Saiedur Rahaman, Andy Song, Flora Dilys Salim
We quantify the strength of our proposed framework in different cases and compare it to the existing data-driven approaches.
no code implementations • 14 Jun 2020 • Farzana Afrin, Mohammad Saiedur Rahaman, Margaret Hamilton
In this paper, we formulate the student satisfaction estimation as a prediction problem where we predict different levels of student satisfaction and infer the influential predictors related to course and instructor.
no code implementations • 27 May 2020 • Mohammad Saiedur Rahaman, Jonathan Liono, Yongli Ren, Jeffrey Chan, Shaw Kudo, Tim Rawling, Flora D. Salim
One of the core challenges in open-plan workspaces is to ensure a good level of concentration for the workers while performing their tasks.
no code implementations • 29 Apr 2020 • Nan Gao, Wei Shao, Mohammad Saiedur Rahaman, Jun Zhai, Klaus David, Flora D. Salim
The main purpose of HVAC, maintaining appropriate thermal comfort, is crucial for the best utilisation of energy usage.