Saeid Nahavandi

Research interests

Publications

• A Survey of Imitation Learning: Algorithms, Recent Developments, and Challenges

  IEEE Transactions on Cybernetics · 2024 · https://doi.org/10.1109/tcyb.2024.3395626

• A review of Explainable Artificial Intelligence in healthcare

  Computers & Electrical Engineering · 2024 · 10.1016/j.compeleceng.2024.109370

• Deep learning for deepfakes creation and detection: A survey

  Computer Vision and Image Understanding · 2022 · 10.1016/j.cviu.2022.103525

• A review of uncertainty quantification in deep learning: Techniques, applications and challenges

  Information Fusion · 2021 · https://doi.org/10.1016/j.inffus.2021.05.008

• Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning

  Computers in Biology and Medicine · 2021 · https://doi.org/10.1016/j.compbiomed.2021.104418

• Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models

  Frontiers in Neuroinformatics · 2021 · https://doi.org/10.3389/fninf.2021.777977

• Epileptic Seizures Detection Using Deep Learning Techniques: A Review

  International Journal of Environmental Research and Public Health · 2021 · 10.3390/ijerph18115780

• A Novel Evolutionary-Based Deep Convolutional Neural Network Model for Intelligent Load Forecasting

  IEEE Transactions on Industrial Informatics · 2021 · https://doi.org/10.1109/tii.2021.3065718

• Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review

  arXiv (Cornell University) · 2020 · 10.1016/j.compbiomed.2021.104949

• Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications

  IEEE Transactions on Cybernetics · 2020 · https://doi.org/10.1109/tcyb.2020.2977374

• Wearable sensors: At the frontier of personalised health monitoring, smart prosthetics and assistive technologies

  Biosensors and Bioelectronics · 2020 · https://doi.org/10.1016/j.bios.2020.112946

• Industry 5.0—A Human-Centric Solution

  Sustainability · 2019 · https://doi.org/10.3390/su11164371

• Machine learning-based coronary artery disease diagnosis: A comprehensive review

  Computers in Biology and Medicine · 2019 · 10.1016/j.compbiomed.2019.103346

• Neural Network-Based Uncertainty Quantification: A Survey of Methodologies and Applications

  IEEE Access · 2018 · 10.1109/access.2018.2836917

• Synchronization of an Inertial Neural Network With Time-Varying Delays and Its Application to Secure Communication

  IEEE Transactions on Neural Networks and Learning Systems · 2016 · 10.1109/tnnls.2016.2619345

• A New Fuzzy-Based Combined Prediction Interval for Wind Power Forecasting

  IEEE Transactions on Power Systems · 2015 · https://doi.org/10.1109/tpwrs.2015.2393880

• Efficient Road Detection and Tracking for Unmanned Aerial Vehicle

  IEEE Transactions on Intelligent Transportation Systems · 2014 · https://doi.org/10.1109/tits.2014.2331353

• Dynamic Nanofin Heat Sinks

  Advanced Energy Materials · 2013 · https://doi.org/10.1002/aenm.201300537

• Prediction Intervals for Short-Term Wind Farm Power Generation Forecasts

  IEEE Transactions on Sustainable Energy · 2013 · https://doi.org/10.1109/tste.2012.2232944

• Comprehensive Review of Neural Network-Based Prediction Intervals and New Advances

  IEEE Transactions on Neural Networks · 2011 · 10.1109/tnn.2011.2162110

• Construction of Optimal Prediction Intervals for Load Forecasting Problems

  IEEE Transactions on Power Systems · 2010 · https://doi.org/10.1109/tpwrs.2010.2042309

• Dielectrophoretic platforms for bio-microfluidic systems

  Biosensors and Bioelectronics · 2010 · 10.1016/j.bios.2010.09.022

• Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals

  IEEE Transactions on Neural Networks · 2010 · https://doi.org/10.1109/tnn.2010.2096824

• A Review of Vision-Based Gait Recognition Methods for Human Identification

  · 2010 · 10.1109/dicta.2010.62

• Comments on ‘Information measure for performance of image fusion’

  Electronics Letters · 2008 · 10.1049/el:20081754

Current projects

No projects listed.