Biography

Dr. S. Gopal Krishna Patro
Sreenidhi University, India

Email: [email protected]

Qualifications
2019-2023 Ph.D., GIET University, India
2013-2015 M.Tech., VSS University of Technology, India

Publications (Selected)
  1. Alsabhan, A. H., Malik, S., Patro, S. G. K.*, Mahanty, C., Hadi, A. A., Ghouse, M., Thiyagarajan, A., Mittal, M. & Khishe, M. SailMutLoc: a sailfish-mutation enhanced optimization algorithm for student performance prediction. Ain Shams Eng. J. 2026, 17, 103898.
  2. Venkat, P. T., Mahanty, C., Patro, S. G. K.* & Tej, T. N. DRUG INFORMATION CHATBOT USING MACHINE LEARNING. Int. J. Tech. Res. Sci. 2025, 10.
  3. Kumar, R., Mahanty, C., Panigrahi, B. S., Patro, S. G. K.*, Tuan, T. M. & Son, L. H. A new method for prediction of Vigna mungo millet disease based on deep learning. Curr. Plant Biol. 2025, 44, 100562.
  4. Malik, S., Patro, S. G. K.*, Mahanty, C., Lasisi, A., Naveed, Q. N., Buradi, A., Emma, A. F., Kumar, S. & Mubarakali, A. Advancing educational data mining for enhanced student performance prediction: a fusion of feature selection algorithms and classification techniques with dynamic feature ensemble evolution. Sci. Rep. 2025, 15, 8738.
  5. Malik, S., Patro, S. G. K.*, Mahanty, C., Lasisi, A., Naveed, Q. N., Buradi, A., Emma, A. F., Kumar, S. & Mubarakali, A. Hybrid metaheuristic optimization for detecting and diagnosing noncommunicable diseases. Sci. Rep. 2025, 15, 7816.
  6. Patro, S. G. K.* Dynamic Hybrid Recommendation Approach for Improving Accuracy in E-Commerce with Limited User Data. Next-Gener. Comput. Syst. Technol. 2025, 1, 62–78.
  7. Patro, S. G. K.*, Hota, A., Sahu, H., Alfaisal, F. M. & Razak, A. Graphene oxide (rGO) nano-particles: Removal of suspended solid wastes from wastewater and enhancement of soil fertility in millet fields. J. Indian Chem. Soc. 2025, 102, 102181.
  8. Prasad, V. K., Dansana, D., Patro, S. G. K.*, Mahanty, C., Naveed, Q. N., Lasisi, A., Wodajo, A. W. & Kumar, S. IoT-based bed and ventilator management system during the COVID-19 pandemic. Sci. Rep. 2025, 15, 19163.
  9. Rout, N. K., Patro, S. G. K.*, Parida, N., Mahanty, C., Naveed, Q. N., Lasisi, A., Wodajo, A. W. & Kumar, S. Estimation of COVID-19 secondary effects on cardiac anomalies using deep transfer learning approach. Sādhanā 2025, 50, 91.
  10. Arya, P., Patro, S. G. K.*, Mahanty, C., Naveed, Q. N., Lasisi, A., Wodajo, A. W. & Kumar, S. MSCMGTB: A Novel Approach for Multimodal Social Media Content Moderation Using Hybrid Graph Theory and Bio-Inspired Optimization. IEEE Access 2024, 12, 73700–73718.
  11. Dash, A., Sethy, P. K., Patro, S. G. K.* & Salau, A. O. Deep feature extraction based cascading model for the classification of Fusarium stalk rot and charcoal rot disease in maize plant. Inform. Med. Unlocked 2023, 42, 101363.
  12. Hota, A., Patro, S. G. K.*, Panda, S. K., Khan, M. A., Hasan, M. A., Islam, S., Alsubih, M., Khan, N. A. & Zahmatkesh, S. Removing fluoride ions from wastewater by Fe3O4 nanoparticles: Modified Rhodophytes (red algae) as biochar. J. Water Process Eng. 2024, 58, 104776.
  13. Kumar, K. S., Surakasi, R., Patro, S. G. K.*, Govil, N., Ramis, M. K., Razak, A., Sharma, P., Alsubih, M., Islam, S., Khan, T. M. Y., Almakayeel, N. & Chintakindi, S. Performance, Combustion, and Emission analysis of diesel engine fuelled with pyrolysis oil blends and n-propyl alcohol-RSM optimization and ML modelling. J. Clean. Prod. 2024, 434, 140354.
  14. Kumar, R., Althaqafi, E., Patro, S. G. K.*, Simic, V., Babbar, A., Pamucar, D., Singh, S. K. & Verma, A. Machine and deep learning methods for concrete strength Prediction: A bibliometric and content analysis review of research trends and future directions. Appl. Soft Comput. 2024, 164, 111956.
  15. Mahanty, C., Patro, S. G. K.*, Rathor, S., Rachapudi, V., Mohanty, J., Muzammil, K., Islam, S. & Khan, W. A. A Comprehensive Review on COVID-19 Detection Based on Cough Sounds, Symptoms, CXR, and CT Images. IEEE Access 2024, 12, 75412–75425.
  16. Mahanty, C., Patro, S. G. K.*, Rathor, S., Rachapudi, V., Mohanty, J., Muzammil, K., Islam, S. & Khan, W. A. Forecasting of coronavirus active cases by utilizing logistic growth model and fuzzy time series techniques. Sci. Rep. 2024, 14, 18039.
  17. Malik, S., Patro, S. G. K.*, Mahanty, C., Lasisi, A., Naveed, Q. N., Buradi, A., Emma, A. F., Kumar, S. & Mubarakali, A. Hybrid raven roosting intelligence framework for enhancing efficiency in data clustering. Sci. Rep. 2024, 14, 20163.
  18. Patro, S. G. K.*, Mishra, B. K., Panda, S. K., Kumar, R., Long, H. V., Taniar, D., Priyadarshini, I., Apoorva, A., Hota, A., Mahanty, C., Naveed, Q. N., Lasisi, A., Wodajo, A. W. & Salau, A. O. Brain Tumor Classification Using an Ensemble of Deep Learning Techniques. IEEE Access 2024, 12, 162094–162106.
  19. Patro, S. G. K.*, Hota, A. & Salau, A. O. Photo-Catalytic Reduction of Destructive U(VI) from Uranium-Defiled Wastewater: an Overview. Water Air Soil Pollut. 2024, 235, 279.
  20. Hota, A., Patro, S. G. K.*, Obaid, A. J., Khatak, S. & Kumar, R. Constructed wetland challenges for the treatment of industrial wastewater in smart cities: A sensitive solution. Sustain. Energy Technol. Assess. 2023, 55, 102967.
  21. Patro, S. G. K.*, Mishra, B. K., Panda, S. K., Kumar, R., Long, H. V., Tuan, T. M., Mahanty, C., Naveed, Q. N., Lasisi, A. & Wodajo, A. W. Cold start aware hybrid recommender system approach for E-commerce users. Soft Comput. 2023, 27, 2071–2091.
  22. Panigrahi, N., Patro, S. G. K.*, Kumar, R., Mahanty, C., Naveed, Q. N., Lasisi, A. & Wodajo, A. W. Groundwater Quality Analysis and Drinkability Prediction using Artificial Intelligence. Earth Sci. Inform. 2023, 16, 1701–1725.
  23. Prasad, V. K., Dansana, D., Patro, S. G. K.*, Mahanty, C., Naveed, Q. N., Lasisi, A., Wodajo, A. W. & Kumar, S. CIA-CVD: cloud based image analysis for COVID-19 vaccination distribution. J. Cloud Comput. 2023, 12, 163.
  24. Rao, P. M., Dhoria, S. H., Patro, S. G. K.*, Gopidesi, R. K., Alkahtani, M. Q., Islam, S., Vijaya, M., Jayanthi, J. L., Khan, M. A., Razak, A., Kumar, R., Rizal, A. & Ammarullah, M. I. Artificial intelligence based modelling and hybrid optimization of linseed oil biodiesel with graphene nanoparticles to stringent biomedical safety and environmental standards. Case Stud. Therm. Eng. 2023, 51, 103554.
  25. Mahanty, C., Kumar, R. & Patro, S. G. K.* Internet of Medical Things-Based COVID-19 Detection in CT Images Fused with Fuzzy Ensemble and Transfer Learning Models. New Gener. Comput. 2022, 40, 1125–1141.
  26. Dansana, D., Patro, S. G. K.*, Mishra, B. K., Prasad, V., Razak, A. & Wodajo, A. W. Analyzing the impact of loan features on bank loan prediction using Random Forest algorithm. Eng. Rep. 2024, 6, e12707.
  27. Patro, S. G. K.*, Mishra, B. K., Panda, S. K., Kumar, R., Long, H. V. & Tuan, T. M. Knowledge-based preference learning model for recommender system using adaptive neuro-fuzzy inference system. J. Intell. Fuzzy Syst. 2020, 39, 4651–4665.
  28. Patro, S. G. K.*, Mishra, B. K., Panda, S. K. & Hota, A. Hybrid Action-Allied Recommender Mechanism: An Unhackneyed Attribute for E-Commerce. ECS Trans. 2020, 107, 4537.
  29. Patro, S. G. K.*, Mishra, B. K., Panda, S. K., Kumar, R., Long, H. V., Taniar, D. & Priyadarshini, I. A Hybrid Action-Related K-Nearest Neighbour (HAR-KNN) Approach for Recommendation Systems. IEEE Access 2020, 8, 90978–90991.
  30. Dansana, D., Patro, S. G. K.*, Mishra, B. K., Panda, S. K., Kumar, R., Long, H. V., Taniar, D., Priyadarshini, I., Apoorva, A., Hota, A., Mahanty, C., Naveed, Q. N., Lasisi, A. & Wodajo, A. W. BDDTPA: Blockchain-Driven Deep Traffic Pattern Analysis for Enhanced Security in Cognitive Radio Ad-Hoc Networks. IEEE Access 2023, 11, 98202–98216.
  31. Misra, P., Panigrahi, N., Patro, S. G. K.*, Mahanty, C., Naveed, Q. N., Lasisi, A., Wodajo, A. W. & Kumar, S. PETLFC: Parallel ensemble transfer learning based framework for COVID-19 differentiation and prediction using deep convolutional neural network models. Multimed. Tools Appl. 2024, 83, 14211–14233.


Profile Details

https://scholar.google.com/citations?user=_YI8e5oAAAAJ
https://orcid.org/0000-0003-3130-339X
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