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Personal Details
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| Name | Dr Pooja Shah |
| Designation | Assistant Professor |
| Department | Department of Computer Science and Engineering, School of Technology |
| Email | Pooja.Shah@sot.pdpu.ac.in |
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Educational Qualifications
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| B.E. (Computer Science and Engineering, Saurashtra University), 2005 |
| M.Tech. (Computer Science and Engineering, Nirma University), 2012 |
| Ph.D (Computer Science and Engineering, Nirma University), 2021 |
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Professional Affiliation
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| MoU between PDEU and NFSU (2024)
MoU with Oizom Instruments Pvt Ltd (2023) |
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Awards
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| Awarded the role of IEEE Gujrat Section Student Activity Chair and IEEE SPS GS Educational Activity Chair |
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Publications / Articles / Conference
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| Articles/Chapters Published in the books |
| 'Leveraging twin networks for land use land cover classification', Institution of Engineering and Technology, Jun 2023 |
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| Published Papers in Journals |
| 'Amalgamation of Transfer Learning and Explainable AI for Internet of Medical Things', Recent Advances in Computer Science and Communications, pp. 1-13, Jan 2024, DOI : https://doi.org/10.2174/0126662558285074231120063921 |
| 'Liquidt: stock market analysis using liquid time-constant neural networks', International Journal of Information Technology (Singapore), pp. 909-920, Feb 2024, DOI : https://doi.org/10.1007/s41870-023-01506-1 |
| 'Hate speech detection: A comprehensive review of recent works', Expert Systems, pp. 1-15, Feb 2024, DOI : https://doi.org/10.1111/exsy.13562 |
| 'Comparative Analysis of Deep Learning Architectures and Vision Transformers for Musical Key Estimation', MDPI Information (Singapore), pp. 1-15, Oct 2023, DOI : https://doi.org/10.3390/info14100527 |
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| Full Papers in Conference Proceedings |
| 'Conditional Generative Adversarial Networks for SAR-based Ocean Feature Monitoring', International Conference on machine learning and data engineering 2023, pp. 2867-2875, Jan 2024, DOI : https://doi.org/10.1016/j.procs.2024.04.271 |
| 'Multimodal Sentiment Analysis: Techniques, Implementations and Challenges across Diverse Modalities', 2024 11th International Conference on Computing for Sustainable Global Development (INDIACom), pp. 1-6, Apr 2024, DOI : https://doi.org/10.23919/INDIACom61295.2024.10498914 |
| 'Advancements in Drowsiness Detection: A YOLOv5 Approach', 2024 International Conference on Signal Processing and Advance Research in Computing (SPARC), pp. 1-6, Dec 2024, DOI : https://doi.org/10.1109/SPARC61891.2024.10828721 |
| 'Microservice Architecture Observability Tool Analysis', 5th International Conference on Soft Computing and Signal Processing, ICSCSP 2022, pp. 1-8, Apr 2023, DOI : https://doi.org/10.1007/978-981-19-8669-7_1 |
| 'Document Data Extraction with Optical Character Recognition', 14th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2023, pp. 661-669, Jun 2023, DOI : https://www.scopus.com/record/display.uri?eid=2-s2.0-85174392492&origin=resultslist |
| 'Seeing in the Dark: A Different Approach to Night Vision Face Detection with Thermal IR Images', AIxPAC - 1st Workshop on AI for Perception and Artificial Consciousness, pp. 1-13, Nov 2023, DOI : https://hdl.handle.net/10808/54068 |
| 'Early-Stage Detection Model Using Deep Learning Algorithms for Parkinson’s Disease Based on Handwriting Patterns', Advancements in Smart Computing and Information Security, pp. 223-232, Jan 2023, DOI : https://doi.org/10.1007/978-3-031-23092-9_26 |
| 'Path Planning and Static Obstacle Avoidance for Unmanned Aerial Systems', First International Conference on Advancements in Smart Computing and Information Security, ASCIS 2022, pp. 262-270, Jan 2023, DOI : https://doi.org/10.1007/978-3-031-23095-0_19 |
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| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'Conditional Generative Adversarial Networks for SAR-based Ocean Feature Monitoring', Elsevier International Conference on Machine Learning and Data Engineering ICMLDE 2023, Nov 2023 |
| 'A Comparative Study on the Modern Deep Learning Architectures for Predicting Nutritional Deficiency in Rice Plants', 2023 IEEE IAS Global Conference on Emerging Technologies, GlobConET 2023, may 2023 |
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