Dr. Shubhangi Chaturvedi


Dr. Shubhangi Chaturvedi

Assistant Professor
Department of Computer Science & Engineering
Motilal Nehru National Institute of Technology Allahabad, Prayagraj, India-211004
E-mail: shubhangichaturvedi[at]mnnit[dot]ac[dot]in
Telephone: -(O)

Research Publications


Journals:

Chaturvedi, Shubhangi, et al. "Smoke detection in foggy surveillance environment using parallel vision transformer network." Neural Computing and Applications 36.31 (2024): 19499-19514.
Chaturvedi, Animesh, Aruna Tiwari, and Shubhangi Chaturvedi. "Sysevorecomd: Network reconstruction by graph evolution and change learning." IEEE Systems Journal 14.3 (2020): 4007-4014.
Thakur, Poornima Singh, et al. "Real-time plant disease identification: Fusion of vision transformer and conditional convolutional network with C3GAN-based data augmentation." IEEE Transactions on AgriFood Electronics 2.2 (2024): 576-586.
Chaturvedi, Animesh, et al. "System neural network: evolution and change based structure learning." IEEE Transactions on Artificial Intelligence 3.3 (2022): 426-435.
Chaturvedi, Shubhangi, et al. "Ultra-lightweight convolution-transformer network for early fire smoke detection." Fire Ecology 20.1 (2024): 83.
Chaturvedi, Shubhangi, et al. "Satellite image-based surveillance and early wildfire smoke detection using a multiattention interlaced network." IEEE Transactions on Industrial Informatics (2025).
Chaturvedi, Animesh, et al. "Service evolution analytics: change and evolution mining of a distributed system." IEEE Transactions on Engineering Management 68.1 (2020): 137-148.
Thakur, Poornima Singh, et al. "An ultra lightweight interpretable convolution-vision transformer fusion model for plant disease identification: ConViTX." IEEE Transactions on Computational Biology and Bioinformatics 22.1 (2025): 310-321.
Chaturvedi, Shubhangi, Pritee Khanna, and Aparajita Ojha. "A survey on vision-based outdoor smoke detection techniques for environmental safety." ISPRS Journal of Photogrammetry and Remote Sensing 185 (2022): 158-187.
Thakur, Poornima Singh, et al. "Vision transformer meets convolutional neural network for plant disease classification." Ecological Informatics 77 (2023): 102245.

Conference Proceedings:

Chaturvedi, Shubhangi, and Sri Khetwat Saritha. "Parallel Frequent Pattern Mining on Natural Language-Based Social Media Data." Emerging Technologies in Data Mining and Information Security: Proceedings of IEMIS 2018, Volume 3. Singapore: Springer Singapore, 2018. 507-517.
Chaturvedi, Shubhangi, Pritee Khanna, and Aparajita Ojha. "An efficient residual convolutional neural network with attention mechanism for smoke detection in outdoor environment." International Conference on Computer Vision and Image Processing. Cham: Springer Nature Switzerland, 2022.
Chaturvedi, Shubhangi, Sri Khetwat Saritha, and Animesh Chaturvedi. "Spark based Parallel Frequent Pattern Rules for social media data analytics." 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW). IEEE, 2023.
Chaturvedi, Shubhangi, Pritee Khanna, and Aparajita Ojha. "Comparative analysis of traditional and deep learning techniques for industrial and wildfire smoke segmentation." 2021 Sixth International Conference on Image Information Processing (ICIIP). Vol. 6. IEEE, 2021.