Publications

2022
Mohammadreza Chalak Qazani, Farzin Tabarsinezhad, Houshyar Asadi, Sadia Khanam, Adetokunbo Arogbonlo, Darius Nahavandi, Shady Mohamed, Chee Peng Lim, and Saeid Nahavandi. 2022. “Optimal MPC Horizons Tunning of Nonlinear MPC for Autonomous Vehicles Using Particle Swarm Optimisation.” In Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, 2022-October: Pp. 635 – 641. Publisher's Version
Mohammadreza Chalak Qazani, Houshyar Asadi, Shady Mohamed, Chee Peng Lim, and Saeid Nahavandi. 2022. “An optimal washout filter for motion platform using neural network and fuzzy logic.” Engineering Applications of Artificial Intelligence, 108. Publisher's Version
Pegah Tabarisaadi, Abbas Khosravi, Saeid Nahavandi, Miadreza Shafie-Khah, and Joao P. S. Catalao. 2022. “An Optimized Uncertainty-Aware Training Framework for Neural Networks.” IEEE Transactions on Neural Networks and Learning Systems, Pp. 1–8. Publisher's Version
Delaram Sadeghi, Afshin Shoeibi, Navid Ghassemi, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Mohammad Teshnehlab, Juan M. Gorriz, Fahime Khozeimeh, Yu-Dong Zhang, Saeid Nahavandi, and Rajendra U Acharya. 2022. “An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works.” Computers in Biology and Medicine, 146. Publisher's Version
Delaram Sadeghi, Afshin Shoeibi, Navid Ghassemi, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Mohammad Teshnehlab, Juan M. Gorriz, Fahime Khozeimeh, Yu-Dong Zhang, Saeid Nahavandi, and Rajendra U Acharya. 2022. “An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works.” Computers in Biology and Medicine, 146. Publisher's Version
Afshin Shoeibi, Parisa Moridian, Marjane Khodatars, Navid Ghassemi, Mahboobeh Jafari, Roohallah Alizadehsani, Yinan Kong, Juan Manuel Gorriz, Javier Ramírez, Abbas Khosravi, Saeid Nahavandi, and U. Rajendra Acharya. 2022. “An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works.” Computers in Biology and Medicine, 149. Publisher's Version
Marwa Ahmed, Ahmed Abobakr, Chee Peng Lim, and Saeid Nahavandi. 2022. “Policy-Based Reinforcement Learning for Training Autonomous Driving Agents in Urban Areas With Affordance Learning.” IEEE Transactions on Intelligent Transportation Systems, 23, 8, Pp. 12562 – 12571. Publisher's Version
Mohammadreza Chalak Qazani, Farzin Tabarsinezhad, Houshyar Asadi, Chee Peng Lim, Adetokunbo Arogbonlo, Shehab Alsanwy, Shadi Mohamed, Mehrdad Rostami, and Saeid Nahavandi. 2022. “A Prediction of Time Series Driving Motion Scenarios Using LSTM and ESN.” In Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, 2022-October: Pp. 1592 – 1599. Publisher's Version
Shehab Alsanwy, Houshyar Asadi, Mohammed Reza Chalack Qazani, Mohammed Al-Ashmori, Shady Mohamed, Darius Nahavandi, Ahmad Abu Alqumsan, Sari Al-Serri, Seyed Mohammad Jalali, and Saeid Nahavandi. 2022. “Prediction of Vehicle Motion Signals for Motion Simulators Using Long Short-Term Memory Networks.” In Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, 2022-October: Pp. 34 – 39. Publisher's Version
Marwan Qaid Mohammed, Lee Chung Kwek, Shing Chyi Chua, Arafat Al-Dhaqm, Saeid Nahavandi, Taiseer Abdalla Elfadil Eisa, Muhammad Fahmi Miskon, Mohammed Nasser Al-Mhiqani, Abdulalem Ali, Mohammed Abaker, and Esmail Ali Alandoli. 2022. “Review of Learning-Based Robotic Manipulation in Cluttered Environments.” Sensors (Basel, Switzerland), 22, 20. Publisher's Version
Fahime Khozeimeh, Danial Sharifrazi, Navid Hoseini Izadi, Javad Hassannataj Joloudari, Afshin Shoeibi, Roohallah Alizadehsani, Mehrzad Tartibi, Sadiq Hussain, Zahra Alizadeh Sani, Marjane Khodatars, Delaram Sadeghi, Abbas Khosravi, Saeid Nahavandi, Ru-San Tan, U. Rajendra Acharya, and Sheikh Mohammed Shariful Islam. 2022. “RF-CNN-F: random forest with convolutional neural network features for coronary artery disease diagnosis based on cardiac magnetic resonance.” Scientific Reports, 12, 1. Publisher's Version
Seyed Vahid Moravvej, Roohallah Alizadehsani, Sadia Khanam, Zahra Sobhaninia, Afshin Shoeibi, Fahime Khozeimeh, Zahra Alizadeh Sani, Ru-San Tan, Abbas Khosravi, Saeid Nahavandi, Nahrizul Adib Kadri, Muhammad Mokhzaini Azizan, N. Arunkumar, and U. Rajendra Acharya. 2022. “RLMD-PA: A Reinforcement Learning-Based Myocarditis Diagnosis Combined with a Population-Based Algorithm for Pretraining Weights.” Contrast Media and Molecular Imaging, 2022. Publisher's Version
Hendrik Scheidel, Houshyar Asadi, Shady Mohamed, Saeid Nahavandi, Tobias Bellmann, and Andreas Seefried. 2022. “A Simplicial Homology Algorithm based Optimization Framework for the Classical Washout Filter with Consideration of Joint Limitations.” In Australasian Conference on Robotics and Automation, ACRA. Vol. 2022-December. Publisher's Version
Hendrik Scheidel, Houshyar Asadi, Shady Mohamed, Saeid Nahavandi, Tobias Bellmann, and Andreas Seefried. 2022. “A Simplicial Homology Algorithm based Optimization Framework for the Classical Washout Filter with Consideration of Joint Limitations.” In Australasian Conference on Robotics and Automation, ACRA. Vol. 2022-December. Publisher's Version
Archit Krishna Kamath, Subhash Chand Yogi, Padmini Singh, Laxmidhar Behera, and Saeid Nahavandi. 2022. “Sliding Mode Control of a Vision Augmented 3 DoF Quadrotor with Input and State Constraints.” In 2022 International Conference on Unmanned Aircraft Systems, ICUAS 2022, Pp. 1555 – 1560. Publisher's Version
Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Bahareh Nakisa, Mahdi Khodayar, Abbas Khosravi, Saeid Nahavandi, Syed Mohammed Shamsul Islam, Miadreza Shafie-Khah, and João P.S. Catalão. 2022. “Solar irradiance forecasting using a novel hybrid deep ensemble reinforcement learning algorithm.” Sustainable Energy, Grids and Networks, 32. Publisher's Version
Aptin Babaei, Parham M. Kebria, and Saeid Nahavandi. 2022. “A survey on Automation Technologies used in Network Control and Management.” In International Conference on Human System Interaction, HSI. Vol. 2022-July. Publisher's Version
Lars Kooijman, Houshyar Asadi, Shady Mohamed, and Saeid Nahavandi. 2022. “A systematic review and meta-analysis on the use of tactile stimulation in vection research.” Attention, Perception, and Psychophysics, 84, 1, Pp. 300 – 320. Publisher's Version
Mohammadreza Chalak Qazani, Houshyar Asadi, Shady Mohamed, Chee Peng Lim, and Saeid Nahavandi. 2022. “A Time-Varying Weight MPC-Based Motion Cueing Algorithm for Motion Simulation Platform.” IEEE Transactions on Intelligent Transportation Systems, 23, 8, Pp. 11767 – 11778. Publisher's Version
Mohammadreza Chalak Qazani, Houshyar Asadi, Shady Mohamed, Chee Peng Lim, and Saeid Nahavandi. 2022. “A Time-Varying Weight MPC-Based Motion Cueing Algorithm for Motion Simulation Platform.” IEEE Transactions on Intelligent Transportation Systems, 23, 8, Pp. 11767 – 11778. Publisher's Version

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