Mohammad Naim Rastgoo

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 11

Top Topics

Emotion Recognition

Detection Accuracy

Multimodal Fusion

False Positives

Top Venues

Expert Syst. Appl.

J. Comput. Sci.

Publications

Mohammad Naim Rastgoo, Bahareh Nakisa, Andry Rakotonirainy, Frédéric Maire, Vinod Chandran
Driver stress levels detection system using hyperparameter optimization. J. Intell. Transp. Syst. 28 (4) (2024)
Wenhua Yu, Bahareh Nakisa, Seng W. Loke, Svetlana Stevanovic, Yuming Guo, Mohammad Naim Rastgoo
Indoor PM2.5 forecasting and the association with outdoor air pollution: a modelling study based on sensor data in Australia. CoRR (2024)
Luntian Mou, Yiyuan Zhao, Chao Zhou, Bahareh Nakisa, Mohammad Naim Rastgoo, Lei Ma, Tiejun Huang, Baocai Yin, Ramesh C. Jain, Wen Gao
Driver Emotion Recognition With a Hybrid Attentional Multimodal Fusion Framework. IEEE Trans. Affect. Comput. 14 (4) (2023)
Sara Sardari, Bahareh Nakisa, Mohammad Naim Rastgoo, Peter W. Eklund
Audio based depression detection using Convolutional Autoencoder. Expert Syst. Appl. 189 (2022)
Mohammad Naim Rastgoo, Bahareh Nakisa, Andry Rakotonirainy, Frédéric Maire, Vinod Chandran
ECG-Based Driver Stress Levels Detection System Using Hyperparameter Optimization. CoRR (2021)
Luntian Mou, Chao Zhou, Pengfei Zhao, Bahareh Nakisa, Mohammad Naim Rastgoo, Ramesh C. Jain, Wen Gao
Driver stress detection via multimodal fusion using attention-based CNN-LSTM. Expert Syst. Appl. 173 (2021)
Bahareh Nakisa, Mohammad Naim Rastgoo, Andry Rakotonirainy, Frédéric Maire, Vinod Chandran
Automatic Emotion Recognition Using Temporal Multimodal Deep Learning. IEEE Access 8 (2020)
Mohammad Naim Rastgoo, Bahareh Nakisa, Frédéric Maire, Andry Rakotonirainy, Vinod Chandran
Automatic driver stress level classification using multimodal deep learning. Expert Syst. Appl. 138 (2019)
Mohammad Naim Rastgoo, Bahareh Nakisa, Andry Rakotonirainy, Vinod Chandran, Dian Tjondronegoro
A Critical Review of Proactive Detection of Driver Stress Levels Based on Multimodal Measurements. ACM Comput. Surv. 51 (5) (2019)
Bahareh Nakisa, Mohammad Naim Rastgoo, Dian Tjondronegoro, Vinod Chandran
Evolutionary computation algorithms for feature selection of EEG-based emotion recognition using mobile sensors. Expert Syst. Appl. 93 (2018)
Bahareh Nakisa, Mohammad Naim Rastgoo, Andry Rakotonirainy, Frédéric Maire, Vinod Chandran
Long Short Term Memory Hyperparameter Optimization for a Neural Network Based Emotion Recognition Framework. IEEE Access 6 (2018)
Bahareh Nakisa, Mohd Zakree Ahmad Nazri, Mohammad Naim Rastgoo, Salwani Abdullah
A Survey: Particle Swarm Optimization based Algorithms to solve premature convergence Problem. J. Comput. Sci. 10 (9) (2014)