Chiranjibi Shah
Ph.D., Electrical and Computer Engineering, 2021
Mississippi State University, Starkville, MS, USA
Referred Journal Publications
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[8] C. Shah, N. U. Ibne Hossain, M. D. Khan, S. T. Alam, "A Dynamic Bayesian Network Model for Resilience
Assessment in a Blockchain-Based Internet of Medical Things System with Time Variation", in Healthcare
Analytics, 2023.
[7] J. Prior, M. D. Campbell, M. Dawkins, P. Mickle, R. J. Moorhead, S. Y. Alaba, C. Shah, J. R. Salisbury,
K. Rademacher, A. P. Felts, and F. Wallace, "Estimating precision and accuracy of automated video post
-processing: a step towards implementation of AI/ML for optics-based fish sampling." Frontiers in Marine
Science 10: 582.
[6] S.K. Roy, A. Deria, C. Shah, J.M. Haut, Q. Du, and A. Plaza, "Spectral-Spatial Morphological Attention
Transformer for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote
Sensing, 2023. https://doi.org/10.1109/TGRS.2023.3242346
[5] S.Y. Alaba, M.M. Nabi, C. Shah, J. Prior, M.D. Campbell, F. Wallace, J.E. Ball, and R. Moorhead, "Class-
Aware Fish Species Recognition Using Deep Learning for an Imbalanced Dataset," in Sensors, 2022.
https://doi.org/10.3390/s22218268
[4] C. Shah, Q. Du, and Y. Xu, "Enhanced TabNet: Attentive interpretable tabular learning for hyperspectral
image classification," in Remote Sensing, vol. 14(3),776, 2022, https://doi.org/10.3390/rs14030716 [code]
[3] C. Shah and Q. Du, "Collaborative and Low-Rank Graph for Discriminant Analysis of Hyperspectral
Imagery," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14,
pp. 5248-5259, 2021. https://doi.org/10.1109/JSTARS.2021.3081398
[2] C. Shah and Q. Du, "Spatial-Aware Collaboration-Competition Preserving Graph Embedding for
Hyperspectral Image Classification," in IEEE Geoscience and Remote Sensing Letters, vol. 19, 2022.
https://doi.org/10.1109/LGRS.2021.3074328 [code]
[1] N. U. Ibne Hossain, M. Nagahi, R. Jaradat, C. Shah, R. Buchanan, and M. Hamilton,"Modeling and assessing
cyber resilience of smart grid using Bayesian network-based approach: a system of systems problem,”
Journal of Computational Design and Engineering, vol. 7, no. 3, pp. 352–366, 2020.
Conference Proceedings
[17] C. Shah, M. M. Nabi, S. Y. Alaba, R. Caillouet, J. Prior, M. Campbell, M. D. Grossi, F. Wallace, J. E. Ball, and
R. Moorhead, "Active detection for fish species recognition in underwater environments," Proc. SPIE
13061, Ocean Sensing and Monitoring XVI, 130610D, June 2024.
[16] M. M. Nabi, C. Shah, S. Y. Alaba, R. Caillouet, J. Prior, M. Campbell, F. Wallace, J. E. Ball, and R. Moorhead,
"Inconsistency-based active learning with adaptive pseudo-labeling for fish species identification," Proc.
SPIE 13061, Ocean Sensing and Monitoring XVI, 130610C, June 6, 2024.
[15] S. Y. Alaba, J. H. Prior, C. Shah, M. M. Nabi, J. E. Ball, R. Moorhead, M. D. Campbell, F. Wallace, and M. D.
Grossi, "Multifish tracking for marine biodiversity monitoring," Proc. SPIE 13061, Ocean Sensing and
Monitoring XVI, 130610E, June 6, 2024.
[14] M. M. Nabi, C. Shah, S. Y. Alaba, J. Prior, M. D. Campbell, F. Wallace, R. Moorhead, and J. E. Ball
“Probabilistic Model-Based Active Learning with Attention Mechanism for Fish Species Recognition,”
OCEANS 2023-MTS/IEEE US Gulf Coast, Sept 2023.
[13] J. Prior, S. Y. Alaba, F. Wallace, M. D. Campbell, C. Shah, M. M. Nabi, P. Mickle, R. Moorhead, and J. E.
Ball “Optimizing and Gauging Model Performance with Metrics to Integrate with Existing Video
Surveys,” OCEANS 2023-MTS/IEEE US Gulf Coast, Sept 2023.
[12] C. Shah, S. Y. Alaba, M. M. Nabi, R. Caillouet, J. Prior, M. D. Campbell, F. Wallace, J. E. Ball, and R.
Moorhead “A Zero Shot Detection Based Approach for Fish Species Recognition in Underwater
Environments,” OCEANS 2023-MTS/IEEE US Gulf Coast, Sept 2023.
[11] C. Shah and Q. Du, "Attention Aware Generative Adversarial Network for Hyperspectral Image
Classification," IEEE GRSS 13th Workshop on Hyperspectral Image and Signal Processing, Athens, Greece,
October 2023.
[10] C. Shah and Q. Du, "Hyperspectral Image Classification of Agricultural Tillage Practices Using Spatial-
aware Collaborative Representation," 2023 11th International Conference on Agro-Geoinformatics (Agro
-Geoinformatics), Wuhan, China, 2023, pp. 1-6, doi: 10.1109/Agro-Geoinformatics59224.2023.10233552.
[9] S. Y. Alaba, C. Shah, M.M. Nabi, J. E. Ball, R. Moorhead, D. Han, J. Prior, M. Campbell, and Farron Wallace,
“Semi- supervised Learning for Fish Species Recognition,” Proceedings of SPIE defense and commercial
sensing, Orlando, FL, USA, May 2023.
[8] C. Shah, S. Y. Alaba, M. M. Nabi, J. Prior, M. D. Campbell, F. Wallace, J. E. Ball, and R. Moorhead, “An
enhanced YOLOv5 model for fish species recognition from underwater environments,” Proceedings of SPIE
defense and commercial sensing, Orlando, Florida, United States, May 2023.
[7] C. Shah, S. Y. Alaba, M. M. Nabi, R. Caillouet, J. Prior, M. D. Campbell, F. Wallace, J. E. Ball, and R.
Moorhead, “MI-AFR: multiple instance active learning based approach for fish species recognition in
underwater environments,” Proceedings of SPIE defense and commercial sensing, Orlando, Florida, United
States, May 2023.
[6] C. Shah and Q. Du, "Collaborative-competitive representation with spatial regularization for hyperspectral
anomaly detection," Proceedings of IEEE Geoscience and Remote Sensing Symposium, Kuala Lumpur,
Malaysia, July 2022.
[5] C. Shah and Q. Du, "Laplacian regularized spatial-aware collaborative competitive representation for
hyperspectral dimensionality reduction," Proceedings of IEEE Geoscience and Remote Sensing
Symposium, Kuala Lumpur, Malaysia, July 2022.
[4] C. Shah and Q. Du, "Collaborative and Low-Rank Graph for Discriminant Analysis of Hyperspectral
Imagery," Proceedings of IEEE Geoscience and Remote Sensing Symposium, Brussels, Belgium, July 2021.
[3] C. Shah and Q. Du, "Modified structure-aware collaborative representation for hyperspectral image
classification," Proceedings of IEEE Geoscience and Remote Sensing Symposium, Brussels, Belgium, July
2021.
[2] C. Shah and Q. Du, "Spatial-aware probabilistic collaborative representation for hyperspectral image
classification," Proceedings of SPIE Image and Signal Processing for Remote Sensing XXVI, Edinburgh, UK,
September 2020.
[1] M Nagahi, R Jaradat, M Ngahisarchoghaei, NUI Hossain, C. Shah, SR Goerger,” The Relationship between
Engineering Students' Systems Thinking Skills and Proactive Personality: Research Initiation,” Proceedings
of the 2020 Institute of Industrial and Systems Engineers Annual Conference, New Orleans, LA, March 2020.
Book Chapters
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[1] N. U. Ibne Hossain, and C. Shah, “Dynamic Bayesian network-based approach for Modeling and Assessing
Resilience of Smart Grid System,” In: M. Fathi, E. Zio, P.M. Pardalos (eds) Handbook of Smart Energy
Systems. Springer, Charm, 2021. https://doi.org/10.1007/978-3-030-72322-4_16-1 . Online ISBN: 978-3-030-
72322-4