Education
- Ph.D. (2019), Computer Science and Engineering, NIT Durgapur, Durgapur, India
- M. Tech (2016), National Institute of Technical Teachers' Training and Research, Kolkata India
- B. Tech (2012), Information Technology, Government College of Engineering and Leather Technology, Kolkata (India)
Publication
Journal
- Pritisha Sarkar, Duranta Durbar Vishal Saha, Mousumi Saha (2024). “Real-Time Air Quality Index Detection through Regression-Based Convolutional Neural Network Model on Captured Images.” Environmental Quality Management, 34. https://doi.org/10.1002/tqem.22276
- Pritisha Sarkar, Mousumi Saha (2024). “Machine learning-based detection of sudden air pollutant level changes: impacts on public health.” International Journal of Information Technology. https://doi.org/10.1007/s41870-024-01918-7
- Pritisha Sarkar, Mousumi Saha (2024). “Optimizing air quality monitoring device deployment: a strategy to enhance distribution efficiency.” International Journal of Information Technology, 16, 2981–2985. https://doi.org/10.1007/s41870-024-01893-z
- Pritisha Sarkar, Duranta Durbaar Vishal Saha, Mousumi Saha (2024). “Can Deep Learning Trigger Alerts from Mobile-Captured Images?” Multimedia Tools and Applications.
- Kinsuk Giri, Tuhin Kr. Biswas, Pritisha Sarkar (2021). “ECR-DBSCAN: An improved DBSCAN based on computational geometry.” Machine Learning with Applications, Volume 6. https://doi.org/10.1016/j.mlwa.2021.100148
Conference
- Pritisha Sarkar; Sarfaraz Ahmed; Amit Bose; Munshi Yusuf Alam; Sujoy Saha; Mousumi Saha (2022). “City-wide Spatio-temporal Effect on AQI.” 2022 IEEE 4th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA), Goa, India, pp. 13–18. https://doi.org/10.1109/ICCCMLA56841.2022.9989098
- Pritisha Sarkar; Mahesh Kumar Makkena; Sujoy Saha; Mousumi Saha (2023). “Analyzing the Severity of Air Pollution in an Industrialized Suburb.” 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, pp. 1–6. https://doi.org/10.1109/ICCCNT56998.2023.10306641
- Pritisha Sarkar; Mahesh Kumar Makkena; Amit Bose; Munshi Yusuf Alam; Sujoy Saha; Mousumi Saha (2023). “Impact of bursting fireworks during Diwali in Durgapur suburb, India: A case study.” In Proceedings of the 24th International Conference on Distributed Computing and Networking (ICDCN ’23), Association for Computing Machinery, New York, NY, USA, 384–389. https://doi.org/10.1145/3571306.3571440
- Pritisha Sarkar; Kinsuk Giri (2020). “An Intelligent Technique to Find Bicliques and its Application to Optimum Matching Problem.” 2020 International Conference on Emerging Trends in Information Technology and Engineering (ic-ETITE), Vellore, India, pp. 1–6. https://doi.org/10.1109/ic-ETITE47903.2020.61
- Manisha Ghosh; Pritisha Sarkar; Mousumi Saha (2021). “Nature-Inspired Computing Behaviour of Cellular Automata.” In Evolving Technologies for Computing, Communication and Smart World, Lecture Notes in Electrical Engineering, vol 694, Springer, Singapore.
Book chapter
- Pritisha Sarkar; Mousumi Saha (2024). “Relationship Between Urban Air Pollution and Public Environmental Concern amid the Festival and COVID-19 Days.” Perspectives on Artificial Intelligence and Internet of Things for a Sustainable Environment, Elsevier.
Poster presentation
- Pritisha Sarkar, Mousumi Saha. "Real-Time Health Recommendation System Using CNN through Image Data", IndoML, 2024.