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Farzan Soleymani
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Financial portfolio optimization with online deep reinforcement learning and restricted stacked autoencoder—DeepBreath
F Soleymani, E Paquet
Expert Systems with Applications 156, 113456, 2020
1142020
Protein–protein interaction prediction with deep learning: A comprehensive review
F Soleymani, E Paquet, H Viktor, W Michalowski, D Spinello
Computational and Structural Biotechnology Journal 20, 5316-5341, 2022
502022
Deep graph convolutional reinforcement learning for financial portfolio management – DeepPocket
F Soleymani, E Paquet
Expert Systems With Applications 182, 115127, 2021
382021
QuantumLeap: Hybrid quantum neural network for financial predictions
E Paquet, F Soleymani
Expert Systems with Applications 195, 116583, 2022
262022
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
162016
ProtInteract: A deep learning framework for predicting protein–protein interactions
F Soleymani, E Paquet, HL Viktor, W Michalowski, D Spinello
Computational and Structural Biotechnology Journal 21, 1324-1348, 2023
152023
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
152016
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
82022
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
62016
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
42019
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
42016
Temporal Difference Learning of Area Coverage Control with Multi-Agent Systems
F Soleymani, S Miah, D Spinello
2022 IEEE International Symposium on Robotic and Sensors Environments (ROSE), 2022
22022
Using unsupervised machine learning to predict quality of life after total knee arthroplasty
J HUNTER, F Soleymani, H VIKTOR, W MICHALOWSKI, S POITRAS, ...
The Journal of Arthroplasty, 2023
12023
Optimal non-autonomous area coverage control with adaptive reinforcement learning
F Soleymani, MS Miah, D Spinello
Engineering Applications of Artificial Intelligence 122, 106068, 2023
12023
Annealed fractional Lévy–Itō diffusion models for protein generation
E Paquet, F Soleymani, HL Viktor, W Michalowski
Computational and Structural Biotechnology Journal, 2024
2024
QuantumBound - Interactive protein generation with one-shot learning and hybrid quantum neural networks
E Paquet, F Soleymani, GSP Lemieux, H Viktor, W Michalowski
Artificial Intelligence Chemistry, 2023
2023
Prediction of Protein-Protein Interactions Using Deep Learning Techniques
F Soleymani
University of Ottawa, 2023
2023
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Artikelen 1–17