Search Results for author: Bahareh Nakisa

Found 3 papers, 1 papers with code

Indoor PM2.5 forecasting and the association with outdoor air pollution: a modelling study based on sensor data in Australia

no code implementations13 May 2024 Wenhua Yu, Bahareh Nakisa, Seng W. Loke, Svetlana Stevanovic, Yuming Guo, Mohammad Naim Rastgoo

Exposure to poor indoor air quality poses significant health risks, necessitating thorough assessment to mitigate associated dangers.

Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic Features

1 code implementation11 Aug 2023 Angus Maiden, Bahareh Nakisa

Our method leverages this relationship through knowledge distillation and a novel Predictive Sorting Memory Replay, to achieve the current state-of-the-art in continual learning for complex facial expression recognition, with 74. 28% Overall Accuracy on new classes.

Continual Learning Emotion Recognition +3

ECG-Based Driver Stress Levels Detection System Using Hyperparameter Optimization

no code implementations1 Jan 2021 Mohammad Naim Rastgoo, Bahareh Nakisa, Andry Rakotonirainy, Frederic Maire, Vinod Chandran

Our approach is to propose a framework based on Particle Swarm Optimization algorithm (PSO) to select an optimal/near optimal windowing hyperparameters values.

Hyperparameter Optimization

Cannot find the paper you are looking for? You can Submit a new open access paper.