Research interests
- Digital signal processing, image processing and speech processing.
- EEG data analysis and noise removal
- Classical control theory
- Haptics technology
- Robotics control
Publications
Investigating the influence of neck muscle vibration on illusory self-motion in virtual reality
Lars Kooijman, Houshyar Asadi, Camilo Gonzalez Arango, Shady Mohamed, Saeid Nahavandi
(2024), Vol. 28, pp. 1-21, Virtual Reality, Berlin, Germany, C1
A Deep Reinforcement Learning Based Motion Cueing Algorithm for Vehicle Driving Simulation
H Scheidel, H Asadi, T Bellmann, A Seefried, S Mohamed, S Nahavandi
(2024), pp. 1-11, IEEE Transactions on Vehicular Technology, Piscataway, N.J., C1
Mohamed Abdelatty, Noha Elmansy, Mahmoud Saleh, Amany Salem, Sara Ahmed, Amr Gadalla, Mohamed Osman, Shady Mohamed
(2024), Vol. 34, pp. 115-125, European Radiology, Berlin, Germany, C1-1
Artificial Intelligence-based Motion Sickness Detection: A Survey
G Rahimzadeh, D Nahavandi, S Mohamed, P Pławiak, S Nahavandi, H Asadi
(2024), ICECS 2023 : Technosapiens for Saving Humanity : Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems 2023, Istanbul, Turkey, E1
A Novel Decoupled Model Predictive Control-Based Motion Cueing Algorithm for Driving Simulators
H Asadi, T Bellmann, M Qazani, S Mohamed, C Lim, S Nahavandi
(2023), Vol. 72, pp. 7024-7034, IEEE Transactions on Vehicular Technology, C1
G Rahimzadeh, A Tay, N Travica, K Lacy, S Mohamed, D Nahavandi, P Pławiak, M Qazani, H Asadi
(2023), Vol. 15, pp. 1-29, Nutrients, Basel, Switzerland, C1-1
A Review of Dynamic Vehicular Motion Simulators: Systems and Algorithms
Mohammadali Ghafarian, Matthew Watson, Navid Mohajer, Darius Nahavandi, Parham Mohsenzadeh Kebria, Shady Mohamed
(2023), Vol. 11, pp. 36331-36348, IEEE Access, Piscataway, N.J., C1
A virtual reality study investigating the train illusion
L Kooijman, H Asadi, S Mohamed, S Nahavandi
(2023), Vol. 10, Royal Society Open Science, England, C1
Synthetic Datasets for Numeric Uncertainty Quantification: Proposing Datasets for Future Researchers
H Kabir, Moloud Abdar, Abbas Khosravi, Darius Nahavandi, Subrota Mondal, Sadia Khanam, Shady Mohamed, Dipti Srinivasan, Saeid Nahavandi, Ponnuthurai Suganthan
(2023), Vol. 9, pp. 39-48, IEEE Systems, Man, and Cybernetics Magazine, Piscataway, N.J., C1
Mohammad Qazani, Houshyar Asadi, Yutao Chen, Moloud Abdar, Mansour Karkoub, Shady Mohamed, Chee Lim, Saeid Nahavandi
(2023), pp. 1-12, IEEE Transactions on Intelligent Transportation Systems, Piscataway, N.J., C1
Physical Education Teachers' Perceptions of a Motor Competence Assessment Digital App
Eduarda Sousa-Sa, Natalie Lander, Ahmad Abu Alqumsan, Shehab Alsanwy, Darius Nahavandi, Nicole Toomey, Shady Mohamed, Steven Lewis, Lisa Barnett
(2023), pp. 1-16, Journal of Teaching in Physical Education, Champaign, Ill., C1
Aly Abayazeed, Ahmed Abbassy, Michael Mueeller, Michael Hill, Mohamed Qayati, Shady Mohamed, Mahmoud Mekhaimar, Catalina Raymond, Prachi Dubey, Kambiz Nael, Saurabh Rohatgi, Vaishali Kapare, Ashwini Kulkarni, Tina Shiang, Atul Kumar, Nicolaus Andratschke, Jonas Willmann, Alexander Brawanski, Reordan De Jesus, Ibrahim Tuna, Steve Fung, Joseph Landolfi, Benjamin Ellingson, Mauricio Reyes
(2023), Vol. 5, pp. 1-10, Neuro Oncology Advances, Oxford, Eng., C1
Detection of Driving Distractions and Their Impacts
Arian Shajari, Houshyar Asadi, Sebastien Glaser, Adetokunbo Arogbonlo, Shady Mohamed, Lars Kooijman, Ahmad Abu Alqumsan, Saeid Nahavandi
(2023), Vol. 2023, pp. 1-17, Journal of Advanced Transportation, London, Eng., C1
Uncertainty aware neural network from similarity and sensitivity[Formula presented]
H Kabir, S Mondal, S Khanam, A Khosravi, S Rahman, M Qazani, R Alizadehsani, H Asadi, S Mohamed, S Nahavandi, U Acharya
(2023), Vol. 149, pp. 1-14, Applied Soft Computing, Amsterdam, The Netherlands, C1
A Winter, N Mohajer, D Nahavandi, S Mohamed
(2023), Vol. 10, pp. 1-25, Aerospace, Basel, Switzerland, C1
Multimodality imaging in assessment of intestinal complications pre-stomal reversal
Mohamed Abdelatty, Nema Aboelmagd, Mohamed Osman, Mohamed Mohamed, Shady Mohamed
(2023), Vol. 54, EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE, C1-1
Prediction of Vehicle Motion Signals for Motion Simulators Using a Multivariate CNN-LSTM Model
Shehab Abdulraqeb, Houshyar Asadi, Mohammadreza Chalak Qazani, Shady Mohamed, Saeid Nahavandi
(2023), pp. 1-8, DSC 2023 : Proceedings of The Driving Simulation Conference (Recent Trends in Driving Simulation Technology, Virtual Experience and Testing), Antibes, France, E1
A CNN-LSTM Based Model to Predict Trajectory of Human-Driven Vehicle
S Alsanwy, H Asadi, M Qazani, S Mohamed, S Nahavandi
(2023), pp. 3097-3103, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, E1
M Qazani, H Asadi, M Rostami, S Mohamed, C Lim, S Nahavandi
(2022), Vol. 16, pp. 1945-1953, IEEE Systems Journal, C1
A Time-Varying Weight MPC-Based Motion Cueing Algorithm for Motion Simulation Platform
M Qazani, H Asadi, S Mohamed, C Lim, S Nahavandi
(2022), pp. 1-12, IEEE Transactions on Intelligent Transportation Systems, Piscataway, N.J., C1
An optimal washout filter for motion platform using neural network and fuzzy logic
M Qazani, H Asadi, S Mohamed, C Lim, S Nahavandi
(2022), Vol. 108, pp. 1-10, Engineering Applications of Artificial Intelligence, Amsterdam, The Netherlands, C1
A systematic review and meta-analysis on the use of tactile stimulation in vection research
L Kooijman, H Asadi, S Mohamed, S Nahavandi
(2022), Vol. 84, pp. 300-320, Attention, Perception, and Psychophysics, C1
Predicting Cognitive Load of an Individual With Knowledge Gained From Others
Syed Salaken, Imali Hettiarachchi, Afsana Munia, Md Hasan, Abbas Khosravi, Shady Mohamed, Ashikur Rahman
(2022), Vol. 8, pp. 4-15, IEEE Systems Man and Cybernetics Magazine, Piscataway, N.J., C1
Autonomous Convoying: A Survey on Current Research and Development
S Nahavandi, S Mohamed, I Hossain, D Nahavandi, S Salaken, M Rokonuzzaman, R Ayoub, R Smith
(2022), Vol. 10, pp. 13663-13683, IEEE Access, Piscataway, N.J., C1
Adaptive Motion Cueing Algorithm using Optimized Fuzzy Control System for Motion Simulators
H Asadi, T Bellmann, S Mohamed, C Lim, A Khosravi, S Nahavandi
(2022), pp. 1-13, IEEE Transactions on Intelligent Vehicles, Piscataway, N.J., C1
N Lander, D Nahavandi, N Toomey, L Barnett, S Mohamed
(2022), Vol. 4, Frontiers in Sports and Active Living, Switzerland, C1
M Chalak Qazani, H Asadi, L Zhang, F Tabarsinezhad, S Mohamed, C Lim, S Nahavandi
(2022), Vol. 23, pp. 23268-23277, IEEE Transactions on Intelligent Transportation Systems, C1
C Arango, H Asadi, M Qazani, S Mohamed, S Nahavandi
(2022), Vol. 2022-October, pp. 85-92, SMC 2022 : Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 2022, Prague, Czech Republic, E1
L Kooijman, H Asadi, S Mohamed, S Nahavandi
(2022), Vol. 2022-July, International Conference on Human System Interaction, HSI, E1
Does the Vividness of Imagination Influence Illusory Self-Motion in Virtual Reality?
L Kooijman, H Asadi, S Mohamed, S Nahavandi
(2022), Vol. 2022-October, pp. 1065-1071, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, E1
Does A Secondary Task Inhibit Vection in Virtual Reality?
L Kooijman, S Nahavandi, H Asadi, S Mohamed
(2022), Vol. 2022-October, pp. 1057-1064, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, E1
A Prediction of Time Series Driving Motion Scenarios Using LSTM and ESN
M Qazani, F Tabarsinezhad, H Asadi, C Lim, A Arogbonlo, S Alsanwy, S Mohamed, M Rostami, S Nahavandi
(2022), pp. 1592-1599, SMC 2022 : Proceedings of the 2022 IEEE International Conference on Systems, Man, and Cybernetics, Prague, Czech Republic, E1
M Qazani, F Tabarsinezhad, H Asadi, S Khanam, A Arogbonlo, D Nahavandi, S Mohamed, C Lim, S Nahavandi
(2022), Vol. 2022-October, pp. 635-641, SMC 2022 : Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 2022, Prague, Czech Republic, E1
CoV-TI-Net: Transferred Initialization with Modified End Layer for COVID-19 Diagnosis
S Khanam, M Qazani, S Mondal, H Kabir, A Sabyasachi, H Asadi, K Kumar, F Tabarsinezhad, S Mohamed, A Khorsavi, S Nahavandi
(2022), Vol. 2022-October, pp. 2237-2243, SMC 2022 : Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Prague, Czech Republic, E1
S Al-Serri, M Qazani, H Asadi, M Al-Ashmori, A Arogbonlo, A Alqumsan, S Alsanwy, S Mohamed, C Lim, S Nahavandi
(2022), Vol. 2022-October, pp. 3317-3323, SMC 2022 : Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Prague, Czech Republic, E1
Prediction of Vehicle Motion Signals for Motion Simulators Using Long Short-Term Memory Networks
S Alsanwy, H Asadi, M Qazani, M Al-Ashmori, S Mohamed, D Nahavandi, A Alqumsan, S Al-Serri, S Jalali, S Nahavandi
(2022), Vol. 2022-October, pp. 34-39, SMC 2022 : Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 2022, Prague, Czech Republic, E1
H Scheidel, H Asadi, S Mohamed, S Nahavandi, T Bellmann, A Seefried
(2022), Vol. 2022-December, pp. 1-9, ACRA 2022 : Proceedings of the Australasian Conference on Robotics and Automation, Brisbane, Queensland, E1
Review and performance evaluation of path tracking controllers of autonomous vehicles
M Rokonuzzaman, N Mohajer, S Nahavandi, S Mohamed
(2021), Vol. 15, pp. 646-670, IET Intelligent Transport Systems, C1
Prediction of Motion Simulator Signals Using Time-Series Neural Networks
M Qazani, H Asadi, C Lim, S Mohamed, S Nahavandi
(2021), Vol. 57, pp. 3383-3392, IEEE Transactions on Aerospace and Electronic Systems, C1
Model Predictive Control with Learned Vehicle Dynamics for Autonomous Vehicle Path Tracking
M Rokonuzzaman, N Mohajer, S Nahavandi, S Mohamed
(2021), Vol. 9, pp. 128233-128249, IEEE Access, C1
M Chalak Qazani, H Asadi, M Al-Ashmori, S Mohamed, C Lim, S Nahavandi
(2021), pp. 1-6, ICM 2021 : IEEE International Conference on Mechatronics, Kashiwa, Japan, E1
A Fast and Reliable Approach for Driving Style Customization in Autonomous Vehicles
Mohammadreza Chalak Qazani, Houshyar Asadi, Chee Lim, Shady Mohamed, Darius Nahavandi, Abbas Khosravi, Saeid Nahavandi, Navneet Bhasin
(2021), SMC 2021 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1
Mohammadreza Chalak Qazani, Houshyar Asadi, Adetokunbo Arogbonl, Ghazal Rahimzadeh, Shady Mohamed, Siamak Pedrammehr, Chee Lim, Saeid Nahavandi
(2021), pp. 1042-1048, SMC 2021 : Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1
A Real-Time Motion Control Tracking Mechanism for Satellite Tracking Antenna Using Serial Robot
Mohammadreza Chalak Qazani, Houshyar Asadi, Shady Mohamed, Saeid Nahavandi, Joseph Winter, Keith Rosario
(2021), pp. 1409-1055, SMC 2021 : Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1
An MPC-based Motion Cueing Algorithm Using Washout Speed and Grey Wolf Optimizer
Mohammadreza Chalak Qazani, Houshyar Asadi, Shady Mohamed, Ahmad Abu Alqumsan, Ghazal Rahimzadeh, Chee Lim, Saeid Nahavandi
(2021), pp. 1627-1633, SMC 2021 : Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1
Mohammadreza Chalak Qazani, houshyar Asadi, shady Mohamed, saeid Nahavandi, Joseph Winter, Keith Rosario
(2021), pp. 2787-2793, SMC 2021 : Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1
Wadhah Al-Ashwal, Houshyar Asadi, Shady Mohamed, S Abdulraqeb, Lars Kooijman, Darius Nahavandi, Ahmad Abu Alqumsan, Saeid Nahavandi
(2021), pp. 1-6, SMC 2021 : Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1
S Alsanwy, H Asadi, A Alqumsan, S Mohamed, D Nahavandi, S Nahavandi
(2021), pp. 1209-1214, SMC 2021 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1
A Customisable Longitudinal Controller of Autonomous Vehicle using Data-driven MPC
M Rokonuzzaman, N Mohajer, S Mohamed, S Nahavandi
(2021), pp. 1367-1373, SMC 2021 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1
Evaluation of Design Optimisation Techniques in Structural Framing
L Briese, T Gregory, N Mohajer, M Watson, S Mohamed, S Nahavandi
(2021), pp. 1093-1098, SMC 2021 : Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1
J McCormick, M Hossny, M Fielding, J Mullins, J Vincent, M Hossny, K Vincs, S Mohamed, S Nahavandi, D Creighton, S Hutchison
(2020), Vol. 53, pp. 45-49, Leonardo, C1
Bringing objectivity to motor skill assessment in children
Natalie Lander, Darius Nahavandi, Shady Mohamed, I Essiet, Lisa Barnett
(2020), Vol. 38, pp. 1539-1549, Journal of Sports Sciences, London, Eng., C1
M Qazani, H Asadi, S Mohamed, S Nahavandi
(2020), Vol. 69, pp. 10446-10456, IEEE Transactions on Vehicular Technology, Piscataway, N.J., C1
M Chalak Qazani, H Asadi, T Bellmann, S Mohamed, C Lim, S Nahavandi
(2020), Vol. 69, pp. 12547-12558, IEEE Transactions on Vehicular Technology, Piscataway, N.J., C1
M Qazani, H Asadi, T Bellmann, S Perdrammehr, S Mohamed, S Nahavandi
(2020), pp. 1-8, FUZZ-IEEE 2020 : Proceedings of the 2020 IEEE International Conference on Fuzzy Systems, Online from Glasgow, Scotland, E1
Learning-based Model Predictive Control for Path Tracking Control of Autonomous Vehicle
M Rokonuzzaman, N Mohajer, S Nahavandi, S Mohamed
(2020), Vol. 2020-October, pp. 2913-2918, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, E1
Arash Mohammadi, Houshyar Asadi, Shady Mohamed, Kyle Nelson, Saeid Nahavandi
(2019), IEEE Transactions on Cybernetics, Piscataway, N.J., C1
From car sickness to autonomous car sickness: A review
J Iskander, M Attia, K Saleh, D Nahavandi, A Abobakr, S Mohamed, H Asadi, A Khosravi, C Lim, M Hossny
(2019), Vol. 62, pp. 716-726, Transportation Research Part F: Traffic Psychology and Behaviour, C1
Increasing motion fidelity in driving simulators using a fuzzy-based washout filter
Houshyar Asadi, Chee Lim, S Mohamed, D Nahavandi, Saeid Nahavandi
(2019), Vol. 4, pp. 298-308, IEEE transactions on intelligent vehicles, Piscataway, N.J., C1
Discriminative clustering of high-dimensional data using generative modeling
M Abdi, C Lim, S Mohamed, S Nahavandi, E Abbasnejad, A Van Den Hengel
(2019), pp. 799-802, MWSCAS 2018 : Proceedings of the 2018 IEEE 61st International Midwest Symposium on Circuits and Systems, Windsor, Ont., E1
M Attia, I Hettiarachchi, S Mohamed, M Hossny, S Nahavandi
(2019), pp. 2134-2139, SMC 2018 : Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, E1
Arash Mohammadi, Shady Mohamed, Houshyar Asadi, Saeid Nahavandi
(2019), pp. 1363-1368, ICIT 2019 : Proceedings of the 2019 IEEE International Conference on Industrial Technology, Melbourne, Vic., E1
H Asadi, A Mohammadi, S Mohamed, M Qazani, C Lim, A Khosravi, S Nahavandi
(2019), pp. 1245-1250, IEEE SMC 2019 : Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, Bari, Italy, E1
Development of gantry-tau-3R mechanism using a neuro PID controller
M Qazani, V Mohammadi, H Asadi, S Mohamed, S Nahavandi
(2019), pp. 1-8, ACRA 2019 : Proceedings of the Australasian Conference on Robotics and Automation, Adelaide, S.Aust., E1
M Qazani, H Asadi, S Mohamed, S Nahavandi
(2019), pp. 1-9, ACRA 2019 : Proceedings of the Australasian Conference on Robotics and Automation, Adelaide, S.Aust., E1
Optimizing model predictive control horizons using genetic algorithm for motion cueing algorithm
A Mohammadi, H Asadi, S Mohamed, K Nelson, S Nahavandi
(2018), Vol. 92, pp. 73-81, Expert systems with applications, Amsterdam, The Netherlands, C1
H Asadi, C Lim, A Mohammadi, S Mohamed, S Nahavandi, L Shanmugam
(2018), Vol. 232, pp. 1025-1038, Proceedings of the Institution of Mechanical Engineers. Part I: journal of systems and control engineering, London, Eng., C1
H Asadi, S Mohamed, C Lim, S Nahavandi
(2017), Vol. 47, pp. 238-254, IEEE Transactions on Systems, Man, and Cybernetics: Systems, C1
Towards automated quality assessment measure for EEG signals
S Mohamed, S Haggag, S Nahavandi, O Haggag
(2017), Vol. 237, pp. 281-290, Neurocomputing, Amsterdam, The Netherlands, C1-1
Semicircular canal modeling in human perception
H Asadi, S Mohamed, C Lim, S Nahavandi, E Nalivaiko
(2017), Vol. 28, pp. 537-549, Reviews in the Neurosciences, Germany, C1
A particle swarm optimization-based washout filter for improving simulator motion fidelity
H Asadi, A Mohammadi, S Mohamed, C Lim, S Khatami, A Khosravi, S Nahavandi
(2017), pp. 1963-1968, SMC 2016 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Budapest, Hungary, E1
Effect of acceleration and velocity on perceptual force dead-band analysis
O Nadjarbashi, Z Najdovski, S Nahavandi, S Mohammad
(2017), pp. 3008-3014, SMC 2016 : Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, Budapest, Hungary, E1-1
Condition monitoring of engine lubrication oil of military vehicles: a machine learning approach
V Le, C Lim, S Mohamed, S Nahavandi, L Yen, G Gallasch, S Baker, D Ludovici, N Draper, V Wickramanayake
(2017), pp. 1-7, AIAC 2017 : Proceedings of the 17th Australian International Aerospace Congress, Melbourne, Victoria, E1
openGA, a C++ Genetic Algorithm library
A Mohammadi, H Asadi, S Mohamed, K Nelson, S Nahavandi
(2017), pp. 2051-2056, SMC 2017 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Banff, Alberta, E1
A review on otolith models in human perception
H Asadi, S Mohamed, C Lim, S Nahavandi
(2016), Vol. 309, pp. 67-76, Behavioural brain research, Amsterdam, The Netherlands, C1
Driver behaviour analysis using topological features
M Mahmoud, S Mohamed, S Nahavandi, K Nelson, M Hossny
(2016), pp. 1-6, SMC 2016 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Budpest, Hungary, E1-1
MPC-based motion cueing algorithm with short prediction horizon using exponential weighting
A Mohammadi, H Asadi, S Mohamed, K Nelson, S Nahavandi
(2016), pp. 1-6, SMC 2016 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Budpest, Hungary, E1
Future reference prediction in model predictive control based driving simulators
A Mohammadi, H Asadi, S Mohamed, K Nelson, S Nahavandi
(2016), ACRA 2016 : Proceedings of the ARAA Australian Conference on Robotics and Automation, Brisbane, Qld., E1
Locally sparsified compressive sensing in magnetic resonance imaging
S Nahavandi, F Razzaq, S Mohamed, A Bhatti, P Brotchie
(2015), pp. 195-210, Integrated systems: innovations and applications, New York, N.Y., B1
Optimisation of nonlinear motion cueing algorithm based on genetic algorithm
H Asadi, S Mohamed, D Zadeh, S Nahavandi
(2015), Vol. 53, pp. 526-545, Vehicle system dynamics, Oxford, Eng., C1
Incorporating human perception with the motion washout filter using fuzzy logic control
H Asadi, S Mohamed, S Nahavandi
(2015), Vol. 20, pp. 3276-3284, IEEE-ASME Transactions on Mechatronics, Champaign, Ill., C1
Noise level classification for EEG using Hidden Markov Models
S Haggag, S Mohamed, A Bhatti, H Haggag, S Nahavandi
(2015), pp. 439-444, SoSE 2015 : Proceedings of the 10th IEEE International Conference on System of Systems Engineering, San Antonio, Tex., E1
Prosthetic motor imaginary task classification based on EEG quality assessment features
S Haggag, S Mohamed, O Haggag, S Nahavandi
(2015), Vol. 9492, pp. 87-94, ICONIP 2015 : Neural information processing : 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015 : proceedings, Istanbul, Turkey, E1
Human perception-based washout filtering using genetic algorithm
H Asadi, S Mohamed, K Nelson, S Nahavandi, D Zadeh
(2015), Vol. 9490, pp. 401-411, 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part II, Istanbul, Turkey, E1
CISR-ODE, A C plus plus framework with ODE solver for code based system dynamics simulation
A Mohammadi, S Mohamed, S Nahavandi, K Ahnert
(2015), pp. 401-406, SMC 2015 : Big Data Analytics for Human-Centric Systems. Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, China, E1
I Hettiarachchi, S Mohamed, S Nahavandi, S Nahavandi
(2015), pp. 1845-1851, SMC 2015 : Proceedings of 2015 IEEE International Conference on Systems, Man and Cybernetics, Hong Kong, China, E1
Prosthetic motor imaginary task classification using single channel of electroencephalography
S Haggag, S Mohamed, H Haggag, S Nahavandi
(2015), pp. 969-973, SMC 2015 : Big Data Analytics for Human-Centric Systems. Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, China, E1
Driver behaviour prediction for motion simulators using changepoint segmentation
M Hossny, S Mohamed, S Nahavandi
(2015), pp. 457-462, SMC 2015 : Big Data Analytics for Human-Centric Systems. Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, China, E1
Prosthetic motor imaginary task classification using single channel of electroencephalography
S Haggag, S Mohamed, H Haggag, S Nahavandi
(2015), pp. 969-973, SMC 2015 : Proceeedings of the IEEE International Conference on Systems, Man and Cybernetics, Kowloon, China, E1-1
I Hettiarachchi, S Mohamed, S Nahavandi, S Nahavandi
(2015), pp. 1845-1851, SMC 2015 : Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics, Kowloon, China, E1-1
H Asadi, S Mohamed, K Nelson, S Nahavandi, M Oladazimi
(2015), pp. 1-10, DSC 2015 : Proceedings of the Driving Simulation Conference & Exhibition, Tübingen, Germany, E1
Neuron's spikes noise level classification using hidden markov models
S Haggag, S Mohamed, A Bhatti, H Haggag, S Nahavandi
(2014), Vol. 8836, pp. 501-508, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Berlin, Germany, B1
Sparse coding for improved signal-to-noise ratio in MRI
F Razzaq, S Mohamed, A Bhatti, S Nahavandi
(2014), Vol. 8836, pp. 258-265, Neural Information Processing, Germany, B1
Improved robust Kalman filtering for uncertain systems with missing measurements
H Rezaei, S Mohamed, R Esfanjani, S Nahavandi
(2014), Vol. 8836, pp. 509-518, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Berlin, Germany, B1
Adaptive translational cueing motion algorithm using fuzzy based tilt coordination
H Asadi, A Mohammadi, S Mohamed, S Nahavandi
(2014), Vol. 8836, pp. 474-482, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Berlin, Germany, B1
Adaptive washout algorithm based fuzzy tuning for improving human perception
H Asadi, A Mohammadi, S Mohamed, D Zadeh, S Nahavandi
(2014), Vol. 8836, pp. 483-492, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Berlin, Germany, B1
Adaptive-multi-reference least means squares filter
L Nyhof, I Hettiarachchi, S Mohammed, S Nahavandi
(2014), Vol. 8836, pp. 527-534, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Berlin, Germany, B1
Traumatic brain-and-spine injury mechanics supported by the Crash Simulator Toolbox
V Ivancevic, S Mohamed
(2014), Vol. 2, pp. 13-31, Journal of rehabilitation robotics, Chester, Eng., C1-1
Hidden Markov model neurons classification based on Mel-frequency cepstral coefficients
S Haggag, S Mohamed, H Haggag, S Nahavandi
(2014), pp. 166-170, SOSE 2014 : The Socio-Technical Perspective : Proceedings of the 9th International Conference on System of Systems Engineering, Adelaide, South Australia, E1
Neural spike representation using Cepstrum
S Haggag, S Mohamed, A Bhatti, H Haggag, S Nahavandi
(2014), pp. 97-100, SOSE 2014 : The Socio-Technical Perspective : Proceedings of the 9th International Conference on System of Systems Engineering, Adelaide, South Australia, E1
A linear quadratic optimal motion cueing algorithm based on human perception
H Asadi, S Mohamed, K Nelson, S Nahavandi
(2014), pp. 1-9, ACRA 2014 : Proceedings of Australasian Conference on Robotics and Automation, Melbourne, Victoria, E1
Defining sub-regions in locally sparsified compressive sensing MRI
F Razzaq, S Mohamed, A Bhatti, S Nahavandi
(2013), pp. 360-367, BioMed 2013 : Proceedings of the 10th IASTED International Conference on Biomedical Engineering, Innsbruck, Austria, E1
I Hettiarachchi, S Mohamed, L Nyhof, S Nahavandi
(2013), pp. 3945-3948, EMBC 2013 : Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, E1
Cepstrum based unsupervised spike classification
S Haggag, S Mohamed, A Bhatti, N Gu, H Zhou, S Nahavandi
(2013), pp. 3716-3720, SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, Manchester, England, E1
Locally sparsified compressive sensing for improved MR image qualtity
F Razzaq, S Mohamed, A Bhatti, S Nahavandi
(2013), pp. 2163-2167, SMC 2013 : Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics, Manchester, England, E1
Haptic-based color representation framework
S Mohamed, H Adam, S Nahavandi
(2013), pp. 73-75, ICITA 2013 : The 8th International Conference on Information Technology and Applications, Sydney, N.S.W., E1
Spike sorting using hidden markov models
H Zhou, S Mohamed, A Bhatti, C Lim, N Gu, S Haggag, S Nahavandi
(2013), pp. 553-560, ICONIP 2013 : Neural Information Processing : 20th International Conference, Daegu, Korea, November 2013 Proceedings, Part 1, Daegu, Korea, E1
Robust finite-horizon Kalman filtering for uncertain discrete-time systems
S Mohamed, S Nahavandi
(2012), Vol. 57, pp. 1548-1552, IEEE transactions on automatic control, Piscataway, N.J., C1
A marginalised Markov Chain Monte Carlo approach for model based analysis of EEG data
I Hettiarachchi, S Mohamed, S Nahavandi
(2012), pp. 1539-1542, ISBI 2012 : From Nano to Macro : Proceedings of the 9th IEEE International Symposium on Biomedical Imaging, Barcelona, Spain, E1
Non-uniform sparsity in rapid compressive sensing MRI
F Razzaq, S Mohamed, A Bhatti, S Nahavandi
(2012), pp. 2253-2258, SMC 2012 : Proceedings of the 2012 IEEE International Conference on Systems, Man, and Cybernetics, Seoul, Korea, E1
Identification of nonlinear fMRI models using Auxiliary Particle Filter and kernel smoothing method
I Hettiarachchi, S Mohamed, S Nahavandi
(2012), pp. 4212-4216, EMBC 2012 : Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, California, E1
Optimal linear data fusion for systems with missing measurements
S Mohamed, S Nahavandi
(2009), pp. 1-4, ICONS 2009 : Proceedings of the IFAC Intelligent Control and Signal Processing 2009 international conference, Istanbul, Turkey, E1
Optimal multisensor data fusion for linear systems with missing measurements
S Mohamed, S Nahavandi
(2008), pp. 1-4, SOSE 2008 : IEEE International Conference on System of Systems Engineering, Monterey Bay, Calif., E1
S Mohamed, S Nahavandi
(2008), pp. 667-672, INDIN 2008 : Proceedings of the 6th IEEE International Conference on Industrial Informatics, Daejeon, Korea, E1
Funded Projects at Deakin
Other Public Sector Funding
Victorian Direct Manufacturing Centre Consortium Agreement
Prof Saeid Nahavandi, A/Prof Shady Mohamed
CSIRO Grant - Research - Commonwealth Scientific and Industrial Research Organisation
- 2012: $100,000
Validation of high impact forces within the human biodynamics engine and upgrading generic crash simulator
Prof Saeid Nahavandi, A/Prof Shady Mohamed
DSTO Collaborative Research - Capability and Technology Demonstrator (CTD) Program - Defence Science and Technology Organisation
- 2013: $50,000
Intelligent Sport Sensors
Prof Saeid Nahavandi, A/Prof Shady Mohamed
Aust Sports Commission
- 2016: $160,000
- 2013: $113,742
Military Condition Based Maintenance Prognostics Algorithms
Prof Saeid Nahavandi, Prof Chee Peng Lim, Dr Vu Le, A/Prof Shady Mohamed, Dr Burhan Khan
DSTO Grant - Research - Defence Science & Technology Organisation
- 2016: $166,396
Hot Fire Training System
Prof Saeid Nahavandi, A/Prof James Mullins, Dr Michael Fielding, Dr Lei Wei, Dr Mohammed Hossny, Dr Matthew Watson, A/Prof Shady Mohamed, A/Prof Samer Hanoun, Mr Sameer Deshpande, Dr Darius Nahavandi
DoD Grant - Research - Department of Defence
- 2019: $901,171
- 2018: $1,060,000
Advanced displays for future pilot - Phase 2
Dr Amanda Douglass, A/Prof Larry Abel, A/Prof Shady Mohamed, A/Prof Houshyar Asadi, Dr Darius Nahavandi
DSTO contract
- 2022: $16,457
- 2021: $142,739
Virtual firefighting training simulation with real time performance monitoring - HotFire Trainer
Prof Saeid Nahavandi, Prof Asim Bhatti, A/Prof Samer Hanoun, Dr Darius Nahavandi, A/Prof Shady Mohamed, Dr Matthew Watson, Prof Abbas Khosravi, Dr Navid Mohajer, Mr Syed Salaken
DoD Grant - Research - Department of Defence
- 2023: $1,099,508
- 2022: $2,384,566
- 2021: $1,178,725
Optimisation of visual display technology for elite pilots.
Dr Amanda Douglass, A/Prof Larry Abel, Miss Kate Coffey, A/Prof Shady Mohamed, A/Prof Houshyar Asadi, Dr Darius Nahavandi, Prof Asim Bhatti
Department of Defence
- 2024: $29,430
- 2023: $90,375
- 2022: $156,780
Autonomous Leader - Follower
Prof Douglas Creighton, A/Prof Shady Mohamed, Dr Navid Mohajer, Dr Darius Nahavandi, Dr Ibrahim Hossain, Dr Parham Mohsenzadeh Kebria, Dr Ahmad Abu Alqumsan, Dr Mohammad Rokonuzzaman Pappu, Dr Adetokunbo Arogbonlo, Dr Seyed Mohammad Jalali, Prof Saeid Nahavandi
Department of Defence
- 2023: $296,300
- 2022: $316,316
Industry and Other Funding
Autonomous electric Vehicle - URP2016 -3003R
Prof Saeid Nahavandi, Dr Mohammed Hossny, A/Prof Shady Mohamed, Dr Navid Mohajer, Dr Darius Nahavandi, Mr Ahmed Abobakr, Mr Khaled Aboufarw, A/Prof Zoran Najdovski
Ford USA Grant - Research
- 2019: $72,811
- 2018: $64,178
- 2017: $126,524
Disruptive 3D scanning and Printing code - AMSI internship for Arash Mohammadi
A/Prof Shady Mohamed, Mr Arash Mohammadi
Tec.fit Pty Ltd
- 2018: $14,500
Examining colour usage in next generation displays when using Laser Eye Protection - maximising visual attention capacity and reducing cognitive burden.
Dr Amanda Douglass, Prof Saeid Nahavandi, Mr Ben Armitage, A/Prof Houshyar Asadi, A/Prof Shady Mohamed, Dr Darius Nahavandi
Office of Naval Research Global
- 2023: $20,940
- 2022: $86,014
- 2021: $46,597
Review of psychological aspects of human - machine teaming with BDI software concepts.
A/Prof Shady Mohamed, Dr David Skvarc, Ms Nicole Gwenith Toomey
Agent Oriented Software Pty Ltd
- 2024: $10,000
Other Funding Sources
Ingress/Egress Ergonomic Assessment: Automating Posture Modification
Prof Saeid Nahavandi, Prof Douglas Creighton, Dr Mohammed Hossny, A/Prof Shady Mohamed, Prof Asim Bhatti, Dr Lei Wei, Dr Imali Hettiarachchi, Prof Abbas Khosravi
AutoCRC Ltd
- 2017: $525,600
Supervisions
Arash Mohammadi
Thesis entitled: Enhancing human motion perception in model predictive motion cueing algorithm
Doctor of Philosophy (Information Technology), Institute for Intelligent Systems Research and Innovation
Houshyar Asadi
Thesis entitled: Human Perception-based Washout Filtering
Doctor of Philosophy (Information Technology), Institute for Intelligent Systems Research and Innovation
Lars Kooijman
Thesis entitled: Vibrotactile Stimulation to Enhance Self-Motion Sensations in Virtual Reality
Doctor of Philosophy (Engineering), Institute for Intelligent Systems Research and Innovation
Mohammad Rokonuzzaman Pappu
Thesis entitled: Improvement of Path Tracking Control System of Autonomous Vehicles
Doctor of Philosophy (Engineering), Institute for Intelligent Systems Research and Innovation
Mohammadreza Chalak Qazani
Thesis entitled: Modelling and simulation of a motion cueing algorithm using prediction and computational intelligence techniques
Doctor of Philosophy (Information Technology), Institute for Intelligent Systems Research and Innovation
Mostafa Mahmoud Mohammad Hossn Mahmoud
Thesis entitled: Driver Behaviour Analysis Using Persistent Homology
Doctor of Philosophy (Engineering), Institute for Intelligent Systems Research and Innovation
Darius Nahavandi
Thesis entitled: Postural Injury Risk Assessment for Industrial Processes using Advanced Sensory Systems
Doctor of Philosophy (Engineering), Institute for Intelligent Systems Research and Innovation
Seyedamin Khatami
Thesis entitled: Deep Neural Network Generalisation in Medical Application
Doctor of Philosophy (Information Technology), Institute for Intelligent Systems Research and Innovation
Rihanna Khosravi
Thesis entitled: Multiobjective Optimisation of Heat Exchangers Using Evolutionary Algorithms
Doctor of Philosophy (Engineering), Institute for Intelligent Systems Research and Innovation
Sherif Medhat Mohamed Ezzeldin Haggag
Thesis entitled: Signal Processing for Automated EEG Quality Assessment
Doctor of Philosophy (Information Technology), Institute for Intelligent Systems Research and Innovation
Luke Nyhof
Thesis entitled: Biomedical Signal Filtering for Noisy Environments
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.
Fuleah Abdul Razzaq
Thesis entitled: Non-Uniform Sparsity in MRI
Doctor of Philosophy (Information Technology), Centre for Intelligent Systems Research.
Imali Hettiarachchi
Thesis entitled: Model based analysis of fMRI/EEG data
Doctor of Philosophy (Engineering), Centre for Intelligent Systems Research.