Spinalnet: Deep neural network with gradual input HMD Kabir, M Abdar, A Khosravi, SMJ Jalali, AF Atiya, S Nahavandi, ... IEEE Transactions on Artificial Intelligence, 2022 | 173 | 2022 |
A novel evolutionary-based deep convolutional neural network model for intelligent load forecasting SMJ Jalali, S Ahmadian, A Khosravi, M Shafie-khah, S Nahavandi, ... IEEE Transactions on Industrial Informatics 17 (12), 8243-8253, 2021 | 157 | 2021 |
Automated deep CNN-LSTM architecture design for solar irradiance forecasting SMJ Jalali, S Ahmadian, A Kavousi-Fard, A Khosravi, S Nahavandi IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (1), 54-65, 2021 | 126 | 2021 |
Can we trace back hotel online reviews’ characteristics using gamification features? S Moro, P Ramos, J Esmerado, SMJ Jalali International Journal of Information Management 44, 88-95, 2019 | 106 | 2019 |
An intelligent driven deep residual learning framework for brain tumor classification using MRI images H Mehnatkesh, SMJ Jalali, A Khosravi, S Nahavandi Expert Systems with Applications, 119087, 2022 | 82 | 2022 |
Lightning search algorithm: a comprehensive survey L Abualigah, MA Elaziz, AG Hussien, B Alsalibi, SMJ Jalali, AH Gandomi Applied Intelligence 51, 2353-2376, 2021 | 70 | 2021 |
Evolving artificial neural networks using butterfly optimization algorithm for data classification SMJ Jalali, S Ahmadian, PM Kebria, A Khosravi, CP Lim, S Nahavandi Neural Information Processing: 26th International Conference, ICONIP 2019 …, 2019 | 66 | 2019 |
Towards novel deep neuroevolution models: chaotic levy grasshopper optimization for short-term wind speed forecasting SMJ Jalali, S Ahmadian, M Khodayar, A Khosravi, V Ghasemi, ... Engineering with Computers, 1-25, 2021 | 58 | 2021 |
A benchmark of recent population-based metaheuristic algorithms for multi-layer neural network training SJ Mousavirad, G Schaefer, SMJ Jalali, I Korovin Proceedings of the 2020 genetic and evolutionary computation conference …, 2020 | 49 | 2020 |
An advanced short-term wind power forecasting framework based on the optimized deep neural network models SMJ Jalali, S Ahmadian, M Khodayar, A Khosravi, M Shafie-khah, ... International Journal of Electrical Power & Energy Systems 141, 108143, 2022 | 48 | 2022 |
An oppositional-Cauchy based GSK evolutionary algorithm with a novel deep ensemble reinforcement learning strategy for COVID-19 diagnosis SMJ Jalali, M Ahmadian, S Ahmadian, A Khosravi, M Alazab, ... Applied Soft Computing 111, 107675, 2021 | 48 | 2021 |
Probabilistic Wind Power Forecasting Using Optimized Deep Auto-Regressive Recurrent Neural Networks P Arora, SMJ Jalali, S Ahmadian, BK Panigrahi, PN Suganthan, ... IEEE Transactions on Industrial Informatics 19 (3), 2814-2825, 2022 | 47 | 2022 |
New hybrid deep neural architectural search-based ensemble reinforcement learning strategy for wind power forecasting SMJ Jalali, GJ Osório, S Ahmadian, M Lotfi, VMA Campos, M Shafie-khah, ... IEEE Transactions on Industry Applications 58 (1), 15-27, 2021 | 44 | 2021 |
X-ray image based COVID-19 detection using evolutionary deep learning approach SMJ Jalali, M Ahmadian, S Ahmadian, R Hedjam, A Khosravi, ... Expert Systems with Applications 201, 116942, 2022 | 43 | 2022 |
Analytical Assessment Process of E-Learning Domain Research between 1980 and 2014 SMJ Jalali, E Mahdizadeh, MR Mahmoudi, S Moro International Journal of Management in Education, 2017 | 42 | 2017 |
Deep learning for pattern recognition of photovoltaic energy generation M Khodayar, ME Khodayar, SMJ Jalali The Electricity Journal 34 (1), 106882, 2021 | 41 | 2021 |
State of the art in business analytics: themes and collaborations SMJ Jalali, HW Park Quality & Quantity 52 (2), 627-633, 2018 | 38 | 2018 |
Multi-Layer Perceptron Training Optimization Using Nature Inspired Computing A Al Bataineh, D Kaur, SMJ Jalali IEEE Access 10, 36963-36977, 2022 | 37 | 2022 |
Optimal autonomous driving through deep imitation learning and neuroevolution SMJ Jalali, PM Kebria, A Khosravi, K Saleh, D Nahavandi, S Nahavandi 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019 | 37 | 2019 |
Autonomous robot navigation system using the evolutionary multi-verse optimizer algorithm SMJ Jalali, A Khosravi, PM Kebria, R Hedjam, S Nahavandi 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019 | 36 | 2019 |