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Research

Dr Hamid Nasiri

Senior Research Associate: Sustainable Computing

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  1. 2022
  2. Published

    Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoost

    Nasiri, H. & Hasani, S., 31/08/2022, In: Radiography. 28, 3, p. 732-738 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Semantic schema based genetic programming for symbolic regression

    Zojaji, Z., Ebadzadeh, M. M. & Nasiri, H., 30/06/2022, In: Applied Soft Computing. 122, 108825.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    COV-ADSX: An Automated Detection System using X-ray Images, Deep Learning, and XGBoost for COVID-19

    Hasani, S. & Nasiri, H., 28/02/2022, In: Software Impacts. 11, 100210.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    A Novel Framework Based on Deep Learning and ANOVA Feature Selection Method for Diagnosis of COVID-19 Cases from Chest X-Ray Images

    Nasiri, H. & Alavi, S. A., 7/01/2022, In: Computational Intelligence and Neuroscience. 2022, 4694567.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Classification of COVID-19 in Chest X-ray Images Using Fusion of Deep Features and LightGBM

    Nasiri, H., Kheyroddin, G., Dorrigiv, M., Esmaeili, M., Nafchi, A. R., Ghorbani, M. H. & Zarkesh-Ha, P., 2022, 2022 IEEE World AI IoT Congress, AIIoT 2022. Institute of Electrical and Electronics Engineers Inc., p. 201-206 6 p. (2022 IEEE World AI IoT Congress, AIIoT 2022).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Published

    Diagnosis of COVID-19 Cases from Chest X-ray Images Using Deep Neural Network and LightGBM

    Ezzoddin, M., Nasiri, H. & Dorrigiv, M., 2022, Proceedings of 2022 12th Iranian/2nd International Conference on Machine Vision and Image Processing, MVIP 2022. IEEE Computer Society Press, (Iranian Conference on Machine Vision and Image Processing, MVIP; vol. 2022-February).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. 2021
  9. Published

    Interpretable modeling of metallurgical responses for an industrial coal column flotation circuit by XGBoost and SHAP-A “conscious-lab” development

    Chehreh Chelgani, S., Nasiri, H. & Alidokht, M., 30/11/2021, In: International Journal of Mining Science and Technology. 31, 6, p. 1135-1144 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Modeling of particle sizes for industrial HPGR products by a unique explainable AI tool- A “Conscious Lab” development

    Chehreh Chelgani, S., Nasiri, H. & Tohry, A., 30/11/2021, In: Advanced Powder Technology. 32, 11, p. 4141-4148 8 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. 2020
  12. Published

    A Novel Correlation-Based CUR Matrix Decomposition Method

    Hemmati, A., Nasiri, H., Haeri, M. A. & Ebadzadeh, M. M., 04/2020, 2020 6th International Conference on Web Research, ICWR 2020. Institute of Electrical and Electronics Engineers Inc., p. 172-176 5 p. 9122286. (2020 6th International Conference on Web Research, ICWR 2020).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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