Financial portfolio optimization with online deep reinforcement learning and restricted stacked autoencoder—DeepBreath F Soleymani, E Paquet Expert Systems with Applications 156, 113456, 2020 | 38 | 2020 |
Multi-class fault detection in electro-hydraulic servo systems using support vector machines S Sharifi, SM Rezaei, A Tivay, F Soleymani, M Zareinejad 2016 4th International Conference on Robotics and Mechatronics (ICROM), 252-257, 2016 | 14 | 2016 |
Position Control of a Servo-Pneumatic Actuator with Mis-Matched Uncertainty Using Multiple-Surface Sliding Mode Controller and High Gain Observer F Soleymani, SM Rezaei, M Zareinejad, K Baghestan, A Rahimi Transactions of the Institute of Measurement and Control, 2016 | 10 | 2016 |
Deep graph convolutional reinforcement learning for financial portfolio management – DeepPocket F Soleymani, E Paquet Expert Systems With Applications 182, 115127, 2021 | 6 | 2021 |
Multiple-surface sliding mode control of pneumatic actuator with mismatched uncertainties F Soleymani, SM Rezaei, A Rahimi, A Kamali, M Zareinejad 3rd RSI International Conference on Robotics and Mechatronics (ICROM),2015 …, 2016 | 3 | 2016 |
Position control of a servo-pneumatic actuator using generalized Maxwell-Slip friction model F Soleymani, SM Rezaei, S Sharifi, M Zareinejad 2016 4th International Conference on Robotics and Mechatronics (ICROM), 246-251, 2016 | 2 | 2016 |
QuantumLeap: Hybrid quantum neural network for financial predictions E Paquet, F Soleymani Expert Systems with Applications 195, 116583, 2022 | 1 | 2022 |
Long-term financial predictions based on Feynman–Dirac path integrals, deep Bayesian networks and temporal generative adversarial networks F Soleymani, E Paquet Machine Learning with Applications 7, 100255, 2022 | | 2022 |
Non-autonomous State-Feedback to Stabilize the Error Dynamics in Time-Varying Area Coverage Control Problems F Soleymani, MS Miah, D Spinello 2019 IEEE International Symposium on Robotic and Sensors Environments (ROSE), 2019 | | 2019 |
Machine Learning with Applications F Soleymani, E Paquet | | |