Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoost H Nasiri, S Hasani Radiography 28 (3), 732-738, 2022 | 82 | 2022 |
A Novel Framework Based on Deep Learning and ANOVA Feature Selection Method for Diagnosis of COVID-19 Cases from Chest X-Ray Images H Nasiri, SA Alavi Computational intelligence and neuroscience 2022, 4694567, 2022 | 63 | 2022 |
Interpretable modeling of metallurgical responses for an industrial coal column flotation circuit by XGBoost and SHAP-A “conscious-lab” development SC Chelgani, H Nasiri, M Alidokht International Journal of Mining Science and Technology 31 (6), 1135-1144, 2021 | 60 | 2021 |
Classification of Breast Tumors Based on Histopathology Images Using Deep Features and Ensemble of Gradient Boosting Methods MR Abbasniya, SA Sheikholeslamzadeh, H Nasiri, S Emami Computers and Electrical Engineering 103, 108382, 2022 | 53 | 2022 |
MFRFNN: Multi-Functional Recurrent Fuzzy Neural Network for Chaotic Time Series Prediction H Nasiri, MM Ebadzadeh Neurocomputing 507, 292-310, 2022 | 51 | 2022 |
Modeling of particle sizes for industrial HPGR products by a unique explainable AI tool-A “Conscious Lab” development SC Chelgani, H Nasiri, A Tohry Advanced Powder Technology 32 (11), 4141-4148, 2021 | 42 | 2021 |
Prediction of uniaxial compressive strength and modulus of elasticity for Travertine samples using an explainable artificial intelligence H Nasiri, A Homafar, SC Chelgani Results in Geophysical Sciences 8, 100034, 2021 | 38 | 2021 |
Modeling of energy consumption factors for an industrial cement vertical roller mill by SHAP-XGBoost: a" conscious lab" approach R Fatahi, H Nasiri, E Dadfar, S Chehreh Chelgani Scientific Reports 12 (1), 7543, 2022 | 37 | 2022 |
Modeling industrial hydrocyclone operational variables by SHAP-CatBoost-A “conscious lab” approach SC Chelgani, H Nasiri, A Tohry, HR Heidari Powder Technology 420, 118416, 2023 | 25 | 2023 |
Modeling operational cement rotary kiln variables with explainable artificial intelligence methods–a “conscious lab” development R Fatahi, H Nasiri, A Homafar, R Khosravi, H Siavoshi, ... Particulate Science and Technology 41 (5), 715-724, 2023 | 23 | 2023 |
Classification of COVID-19 in Chest X-ray Images Using Fusion of Deep Features and LightGBM H Nasiri, G Kheyroddin, M Dorrigiv, M Esmaeili, AR Nafchi, MH Ghorbani, ... 2022 IEEE World AI IoT Congress (AIIoT), 201-206, 2022 | 23 | 2022 |
Breast cancer diagnosis from histopathology images using deep neural network and XGBoost A Maleki, M Raahemi, H Nasiri Biomedical Signal Processing and Control 86, 105152, 2023 | 20 | 2023 |
Multi-step-ahead stock price prediction using recurrent fuzzy neural network and variational mode decomposition H Nasiri, MM Ebadzadeh Applied Soft Computing 148, 110867, 2023 | 19 | 2023 |
COV-ADSX: An Automated Detection System using X-ray Images, Deep Learning, and XGBoost for COVID-19 S Hasani, H Nasiri Software Impacts 11, 100210, 2022 | 18 | 2022 |
Diagnosis of COVID-19 cases from chest X-ray images using deep neural network and LightGBM M Ezzoddin, H Nasiri, M Dorrigiv 2022 International conference on machine vision and image processing (MVIP), 1-7, 2022 | 17 | 2022 |
Semantic schema based genetic programming for symbolic regression Z Zojaji, MM Ebadzadeh, H Nasiri Applied Soft Computing 122, 108825, 2022 | 15 | 2022 |
Diagnosis of parkinson’s disease based on voice signals using SHAP and hard voting ensemble method P Ghaheri, H Nasiri, A Shateri, A Homafar Computer Methods in Biomechanics and Biomedical Engineering, 1-17, 2023 | 12 | 2023 |
Detection of Monkeypox cases based on symptoms using XGBoost and Shapley additive explanations methods A Farzipour, R Elmi, H Nasiri Diagnostics 13 (14), 2391, 2023 | 11 | 2023 |
Modeling Coking Coal Indexes by SHAP-XGBoost: Explainable Artificial Intelligence Method A Homafar, H Nasiri, SC Chelgani Fuel Communications 13, 100078, 2022 | 8 | 2022 |
Interpretable extreme gradient boosting machine learning model for fatigue lifetimes in 3D-printed polylactic acid biomaterials H Nasiri, M Azadi, A Dadashi Available at SSRN 4364418, 2023 | 7 | 2023 |