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Awad Bin Naeem

Dottorando

Dipartimento di Scienze Biomediche e Neuromotorie

Assegnista di ricerca

Dipartimento di Scienze Biomediche e Neuromotorie

Settore scientifico disciplinare: BIO/12 BIOCHIMICA CLINICA E BIOLOGIA MOLECOLARE CLINICA

Pubblicazioni

1. Journal Articles

A. Awad Bin Naeem as First Author

  1. **Naeem, A. B.**, Senapati, B., Rasheed, J., Abid, F., & Alsubai, S. (2025). Precision agriculture using a two-tier ML model: Integrating aKNCN soil classification with ELM-mBOA yield prediction. *SN Computer Science, 6*(6), 726. Springer Nature Singapore.
  2. **Naeem, A. B.**, Osman, O., Alsubai, S., Cevik, T., Zaidi, A. T., & Rasheed, J. (2025). Lightweight CNN for accurate brain tumor detection from MRI with limited training data. *Frontiers in Medicine, 12*, 1636059. Frontiers.
  3. **Naeem, A. B.**, Soomro, A. M., Saim, H. M., & Malik, H. (2024). Smart road management system for prioritized autonomous vehicles under vehicle-to-everything (V2X) communication. *Multimedia Tools and Applications, 83*(14), 41637–41654. Springer.
  4. **Naeem, A. B.**, Senapati, B., Mahadin, G. A., Ghulaxe, V., Almeida, F., Sudman, S. I., & Ghafoor, M. I. (2024). Determine the prevalence of hepatitis B and C during pregnancy by using machine learning algorithm. *International Journal of Intelligent Systems and Applications in Engineering, 12*(13s), 744–751.*
  5. **Naeem, A. B.**, Senapati, B., Bhuva, D., Zaidi, A., Bhuva, A., Sudman, M. S. I., & Ahmed, A. E. M. (2024). Heart disease detection using feature extraction and artificial neural networks: A sensor-based approach. *IEEE Access, 12*, 37349–37362. IEEE.
  6. **Naeem, A. B.**, Senapati, B., Islam Sudman, M. S., Bashir, K., & Ahmed, A. E. M. (2023). Intelligent road management system for autonomous, non-autonomous, and VIP vehicles. *World Electric Vehicle Journal, 14*(9), 238. MDPI.
  7. **Naeem, A. B.**, Khalid, F., Soomro, A. M., Del Mundo, A. D., Zaidi, A., Senapati, B., & Doshi, O. P. (2023). Early gender identification of date palm using machine learning. *Journal of Computing & Biomedical Informatics, 4*(2), 128–141.*
  8. **Naeem, A. B.**, Senapati, B., Chauhan, A. S., Kumar, S., Gavilan, J. C. O., & Abdel-Rehim, W. M. F. (2023). Deep learning models for cotton leaf disease detection with VGG-16. *International Journal of Intelligent Systems and Applications in Engineering, 11*(2), 550–556.*
  9. **Naeem, A. B.**, Senapati, B., Chauhan, A. S., Makhija, M., Singh, A., Gupta, M., Tiwari, P. K., & Abdel-Rehim, W. M. F. (2023). Hypothyroidism disease diagnosis by using machine learning algorithms. *International Journal of Intelligent Systems and Applications in Engineering, 11*(3), 368–373.*
  10. Naeem, A. B., Senapati, B., Rasheed, J., Zaidi, A., Quispe, W. W. S., & Ahmed, A. E. M. (2024). Classification of remote sensing images using Vision Transformers and transfer learning. Power System Technology, 48(3), 873–887. https://doi.org/10.52783/pst.888

    B. Awad Bin Naeem as Second Author

  11. Soomro, A. M., **Naeem, A. B.**, Ghafoor, M. I., Senapati, B., & Rajwana, M. A. (2023). A systematic review of artificial intelligence techniques used for IDS analysis. *Journal of Computing & Biomedical Informatics, 5*(1), 52–67.*
  12. Soomro, A. M., **Naeem, A. B.**, Rajwana, M. A., Bashir, M. Y., & Senapati, B. (2023). Advancements in AI-guided analysis of cough sounds for COVID-19 screening: A comprehensive review. *Journal of Computing & Biomedical Informatics, 5*(1), 105–117.*
  13. Soomro, A. M., **Naeem, A. B.**, Ayub, F., Senapati, B., & Ghafoor, M. I. (2023). Performance evaluation of routing protocol OSPF with GNS3. *Journal of Computing & Biomedical Informatics, 5*(1), 174–182.*
  14. Ghafoor, M. I., Tahir, M. R., **Naeem, A. B.**, Soomro, A. M., & Bashir, M. Y. (2023). Increased traffic efficiency in green communication by using a new load-balancing technique. *Journal of Computing & Biomedical Informatics, 5*(2), 39–48.*
  15. Soomro, A. M., **Naeem, A. B.**, Saim, M., Soomro, M. A., Khurshid, I., & Baloch, M. A. (2022). Analysis study of routing protocols in MANET for disaster management. *Journal of Computing & Biomedical Informatics, 3*(2), 124–135.*
  16. Soomro, A. M., **Naeem, A. B.**, Shahzad, K., Madni, A. M., Del Mundo, A. D., Sajid, M., & Baloch, M. A. (2022). Forecasting cotton whitefly population using deep learning. *Journal of Computing & Biomedical Informatics, 4*(1), 64–76.*
  17. Senapati, B., **Naeem, A. B.** (2024). Technology Innovations Model of Artificial Intelligence to Stop Industrial Espionage in Manufacturing Establishments. International Journal of Intelligent Systems and Applications in Engineering, 12(3), 2814–2826. https://doi.org/10.5281/zenodo.7991995

    C. Awad Bin Naeem as Third or Later Author

  18. Basharat, S., Khan, N., & **Naeem, A. B.** (2025). Predicting cotton whitefly populations through deep learning. *Machine Learning for Human Intelligence, 3*(1), 32–43.*
  19. **Naeem, A. B.**, Senapati, B., Rasheed, J., Zaidi, A., Quispe, W. W. S., & Ahmed, A. E. M. (n.d.). Classification of remote sensing images on vision transformers and transfer learning. *(In press).*
  20. Abdul Majid Soomro, Awad Bin Naeem, Fridous Ayub, Biswaranjan Senapati, Ojas Prakashbhai Doshi, & Nimra Bari. (2023). ECG Models Predict AFib From 2012-2022: A Systematic Literature Review . Journal of Computing & Biomedical Informatics, 4(02), 186–203. Retrieved from https://jcbi.org/index.php/Main/article/view/148
  21. Muhammad Imran Ghafoor, Muhammad Rehan Tahir, **Awad Bin Naeem**, Abdul Majid Soomro, & Muhammad Yousouf Bashir. (2023). Increased Traffic Efficiency in Green Communication by using a New Load Balancing Technique. Journal of Computing & Biomedical Informatics, 5(02), 39–48. Retrieved from https://www.jcbi.org/index.php/Main/article/view/189
  22. Muhammad Sajid, Awad Bin Naeem, Abdul Majid Soomro, Biswaranjan Senapati, Alok Singh Chauhan, Fridous Ayub, & Shahzad, K. . (2023). Implementing Machine Learning Algorithms to Compare the Ratio of NO2 and O3 in Suspended Particulate Matter. Journal of Computing & Biomedical Informatics, 4(02), 76–87. Retrieved from https://jcbi.org/index.php/Main/article/view/96

    2. Conference Papers

  1. A. Awad Bin Naeem as First Author

  2. **Naeem, A. B.**, Soomro, A. M., Bhuva, A., Bashir, K., Bhuva, D., Maaliw, R. R., & Abdel-Rehim, W. M. F. (2023). Intelligent four-way crossroad safety management for autonomous, non-autonomous and VIP vehicles. In *2023 IEEE International Conference on Emerging Trends in Engineering, Sciences and Technology (ICES&T)* (pp. 1–6). IEEE.

    B. Awad Bin Naeem as Second Author

  3. Soomro, A. M., **Naeem, A. B.**, Bagchi, S., Ibrahim, B. S. K. M. K., & Debnath, S. K. (2025). Predicting object communication errors in constructor development. *IEEE Access.*
  4. Soomro, A. M., **Naeem, A. B.**, Senapati, B., Bashir, K., Pradhan, S., Maaliw, R. R., & Sakr, H. A. (2023). Constructor development: Predicting object communication errors. In *2023 IEEE ICES&T* (pp. 1–7). IEEE.
  5. Soomro, A. M., **Naeem, A. B.**, Senapati, B., Bashir, K., Pradhan, S., Ghafoor, M. I., & Sakr, H. A. (2023). In MANET: An improved hybrid routing approach for disaster management. In *2023 IEEE ICES&T* (pp. 1–6). IEEE.
  6. Soomro, A. M., **Naeem, A. B.**, Debnath, S. K., Bagchi, S., Gupta, S., & Saluja, K. (2023). Private cloud hybrid architecture for protected data communication. In *2023 International Conference on Advancement in Computation & Computer Technologies (InCACCT)* (pp. 450–455). IEEE.
  7. Soomro, A. M., **Naeem, A. B.**, Bagchi, S., Sharma, N., Singh, P., & Debnath, S. K. (2023). Uncovering spam in Twitter: A machine learning approach. In *2023 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES)* (pp. 993–998). IEEE.

    C. Awad Bin Naeem as Third or Later Author

  8. Senapati, B., **Naeem, A. B.**, Khan, T. A., Golder, S. S., Das, S., Mondal, S., Mishra, L. N., & Patra, S. (2024). A study on web user’s attitude and knowledge towards data security and privacy issues of web browser extensions. In *2024 IEEE ICECCME* (pp. 1–8). IEEE.
  9. Senapati, B., Talburt, J. R., & **Naeem, A. B.** (2023). Transfer learning-based models for food detection using ResNet-50. In *2023 IEEE eIT* (pp. 224–229). IEEE.
  10. Soomro, A. M., Debnath, S. K., **Naeem, A. B.**, Bagchi, S., Saluja, K., & Gupta, S. (2023). Intrusion detection behavioral model by using ANN. In *International Conference on Data Analytics and Insights* (pp. 589–600). Springer Nature Singapore.
  11. Debnath, S. K., Malik, S., Kaur, G., Bagchi, S., Soomro, A. M., & **Naeem, A. B.** (2023). Prediction accuracy improvement for cardiovascular diseases using machine learning algorithm. In *2023 IEEE UPCON* (pp. 1032–1037). IEEE.
  12. Soomro, A. M., Haseeb, A. M., Debnath, S. K., Bagchi, S., **Awad, N.**, Ahamed, K. M. K. A., Mastaneh, M., & Takao, I. (2025). An innovative deep learning technique to identify potato illness. In *Artificial Life and Robotics, 30*, 688–694.
  13. Soomro, A. M., Asad, A., Bagchi, S., Debnath, S. K., **Awad, N.**, Ahamed, K. M. K. A., Mastaneh, M., & Takao, I. (2025). Evaluation of heart disease risk using deep learning technique with image enhancement. In *Artificial Life and Robotics, 30*, 710–716.
  14. Soomro, A. M., Debnath, S. K., Arora, J., Saluja, K., Bagchi, S., **Naeem, A. B.**, & Shetty, C. (2024). Diagnosis of autoimmune thrombocytopenic disease by using an adaptive genetic algorithm. In *International Conference on Data Analytics and Insights* (pp. 163–173). Springer Nature Singapore.
  15. Senapati, B., **Naeem, A. B.**, Ghafoor, M. I., Gulaxi, V., Almeida, F., Anand, M. R., & Gollapudi, S. (2024). Wrist crack classification using deep learning and X-ray imaging. In *International Conference on Advances in Computing Research* (pp. 60–69). Springer Nature Switzerland.

    3. Book Chapters

  16. Senapati, B., **Naeem, A. B.**, & Maaliw, R. R. (2024). Machine learning model for improving the overall equipment effectiveness in industrial manufacturing sites. In *Advances in Computational Intelligence and Its Applications* (pp. 151–161). CRC Press.
  17. Naeem, A. B., Senapati, B., Islam Sudman, M. S., Bashir, K., & Ahmed, A. E. M. (2023). Detection of food allergy using deep learning. In Medical Imaging Informatics (pp. 153–172). IET. https://doi.org/10.1049/PBHE057E_ch8

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