Mr. N Sathiyamohan
Lecturer (Prob.)
Faculty of Computing
Email : nishankar@foc.sab.ac.lk
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B.Sc. (Hons) in Computer Engineering
University of Peradeniya, Sri Lanka
– CGPA: 3.5/4.0
– Duration: 2018 – 2023
Qualifications
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- Computer Vision
- Explainable AI
- Embeded System
- Quantum Computing
- Quantum Machine Learning
- AI in Bioacousti
Research Interests
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- S. Nishankar, V. Pavindran, et al., "Deep Semi-supervised Learning for Medical Image Analysis: A Survey," Computer Science Review, under review, Jan. 2025 – Jun. 2025.
- S. Nishankar, V. Pavindran, et al., "TOM-SSL: Tomato Disease Recognition using Pseudo-labelling based Semi-supervised Learning," AgriEngineering, under review, Jun. 2025 – Jul. 2025. Submitted to the Special Issue Transforming Agriculture with Artificial Intelligence.
- S. Nishankar, V. Pavindran, et al., "Self-xViT: Self-supervised Vision Transformer for Explainable Tomato Leaf Disease Detection," Computers and Electronics in Agriculture, manuscript in preparation, July. 2025.
- S. Nishankar, V. Pavindran, et al., "Robustness of Explainable Deep Learning for Breast Cancer Diagnosis," Journal manuscript in draft, Mar. 2025
Current Research Projects
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S. Nishankar, V. Pavindran, et al., "ViT-RoT: Vision Transformer-Based Robust Framework for Tomato Leaf Disease Recognition," AgriEngineering, vol. 7, p. 185, 2025. [Online]. Available: https://doi.org/10.3390/agriengineering7060185