Dr. Krupa Mehta
Assistant Professor
MCA, Ph.D.
Experience: 19+ Years
Specialization: Machine Learning, Data Science, Bio Informatics, Deep Learning
Research Area: Machine Learning, Data Science, Bio Informatics, Deep Learning
About
Dr. Krupa Mehta is a passonate academician and researcher with a Ph.D. in Computer Science, backed by over 17 years of professional experience in academics and industry. She is currently serving as an Assistant Professor at the Faculty of Computer Applications and IT, GLS University, Ahmedabad.
Her academic contributions include the publication of over 15 research papers in international journals and conferences, spanning various areas like Machine Learning, Natural Language Processing, Deep Learning and BioInformatics. She has also published multiple Springer book chapters and holds 2 design patents. Dr. Mehta has actively participated in numerous FDPs, workshops, and certification programs. She has also contributed significantly to academic development as a member of Boards of Studies (BOS) and Research Advisory Committees. As an active contributor to the academic community, she has served as a reviewer and technical committee member for several national and international conferences.
Her interdisciplinary expertise, coupled with her passion for research, teaching, and mentoring, positions her as a key contributor to the field of computer science education and innovation.
N. Vaswani and K. Mehta, “Exploring the Efficacy of LSTM Networks in Machine Translation: A Survey of Techniques and Applications,” Int. J. Intelligent Systems and Applications in Engineering, vol. 12, pp. 788–798, Jul. 2024.
Year: 2024
A. Joshi, K. Mehta, and J. Parmar, “Regression-Based Time Series Analysis of Medicinal Agricultural Commodities in the Gujarat Region,” Gradiva Review Journal, vol. 10, no. 7, pp. 51–71, 2024, doi: 10.37897/GRJ.2023.V10I7.24.513970.
Year: 2024
N. Vaswani and K. Mehta, “English and Sanskrit Language Comparison and Machine Translation Approaches,” Int. J. Advanced Networking and Applications, vol. 15, no. 4, pp. 94–100, 2024, doi: 10.35444/IJANA.2024.15423.
Year: 2024
K. Mehta, D. Mehta, R. Rawal, M. Patel, and V. Dahiya, “An Implementation of Prototype to Analyze Clinical Exome Sequence for Cancer Prediction Using Python,” World Journal of Engineering Research and Technology, vol. 6, no. 3, p. 479, May 2020.
Year: 2020
K. Mehta, D. Mehta, and V. Dahiya, “Analysis of Sequence Alignment Algorithms Based on Hash Table and BWT,” Int. J. Scientific Research in Computer Science Applications and Management Studies, vol. 7, no. 4, Jul. 2018.
Year: 2018
K. Mehta, D. Mehta, and V. Dahiya, “A Comparative Study of Computational Tools for Biological Sequence Cleaning and Analysis,” Int. J. Computer Sciences and Engineering, vol. 6, no. 7, p. 1136, Jul. 2018, doi: 10.26438/ijcse/v6i7.11361140.
Year: 2018
K. Mehta, D. Mehta, and V. Dahiya, “Exome Sequence Analysis Using Computational Tools for Clinical Diagnosis,” Int. J. Technical Innovation in Modern Engineering & Science (IJTIMES), vol. 4, no. 6, p. 687, Jun. 2018.
Year: 2018
M. Verma, D. Mehta, V. Dahiya, and K. Mehta, “Mining Sequences – Approaches and Analysis,” Int. J. Innovative Research in Science & Technology (IJIRST), vol. 1, no. 7, p. 229, 2014.
Year: 2014
N. Jain and K. Mehta, “GMatchBERT: BERT-Enhanced Relation Learning for Knowledge Graphs,” in Proc. 2025 14th Int. Conf. Communication Systems and Network Technologies (CSNT), Bhopal, India, Mar. 2025, doi: 10.1109/CSNT64827.2025.10967989.
Year: 2025
N. Vaswani and K. Mehta, “Advancement in Machine Translation Through LSTM Networks: Techniques and Applications,” in Proc. GLS University Doctoral & Faculty Research Colloquium – Manthan 2024, Ahmedabad, India, Oct. 2024.
Year: 2024
N. Vaswani and K. Mehta, “Future Directions in English to Sanskrit Translation using LSTM Networks,” in Proc. 3rd World Conf. Information Systems for Business Management, Bangkok, Thailand, Sep. 2024, pp. 788–798.
Year: 2024
A. Mansuri, K. Mehta, and S. Verma, “Creating a Gujarati Speech Database to Analyse Seven Distinct Emotions,” in Proc. 3rd World Conf. Information Systems for Business Management, Bangkok, Thailand, Sep. 2024.
Year: 2024
A. Mansuri, K. Mehta, and M. Dalwani, “Enhancing Cross Cultural Speech Emotion Recognition: A Comparative Study of Gujarati and English Datasets,” in Proc. 3rd World Conf. Information Systems for Business Management, Bangkok, Thailand, Sep. 2024.
Year: 2024
A. Mansuri, K. Mehta, and Z. Zaveri, “Emotion Recognition Gujarati Audio Using Feature Extraction for Machine Learning Models,” in Proc. 3rd World Conf. Information Systems for Business Management, Bangkok, Thailand, Sep. 2024.
Year: 2024
N. Jain and K. Mehta, “Knowledge Graph Relation Learning Using GAN-BERT,” in Proc. Int. Conf. Data Science and Network Engineering (ICDSNE 2024), Agartala, India, Jul. 2024.
Year: 2024
N. Jain and K. Mehta, “Unseen Relation Prediction Using BERT and Neighbour Encoder,” in Proc. Int. Conf. Intelligent Computing and Big Data Analytics, Mumbai, India, Jun. 2024, doi: 10.1007/978-3-031-74701-4_17.
Year: 2024
N. Vaswani and K. Mehta, “English and Sanskrit Language Comparison and Machine Translation Approaches,” in Proc. Int. Conf. Advancements in Smart Computing and Information Security (ASCIS 2023), 2023, doi: 10.35444/IJANA.2024.15423.
Year: 2023
N. Jain and K. Mehta, “Embeddings of Knowledge Graphs for Link Prediction: A Systematic Analysis,” in Proc. Int. Conf. Artificial Intelligence, Blockchain, Computing and Security (ICABCS 2023), Greater Noida, India, Feb. 2023.
Year: 2023
A. Mansuri and K. Mehta, “Indian Speech Sentiment Recognition: A Review,” in Proc. 9th Int. Conf. Research in Innovation and Research (ICRIR 2021), Malaysia, Sep. 2021.
Year: 2021
K. Mehta, D. Mehta, and V. Dahiya, “Big Data: Information Retrieval, Extraction and Knowledge Generation,” in Proc. Int. Conf. Soft Computing and its Engineering Applications (icSoftComp), Changa, India, Dec. 2017.
Year: 2017
A. Joshi, K. Mehta, and P. Dhanesha, Basics of Python Programming. Bharat & Co., 2025. ISBN: 978-93-90855-84-1.
Year: 2025
A. Mansuri, K. Mehta, and S. Verma, “Creating a Gujarati Speech Database to Analyse Seven Distinct Emotions,” in Information Systems for Intelligent Systems, Lecture Notes in Networks and Systems, vol. 443. Singapore: Springer, 2025. doi: 10.1007/978-981-96-1741-8.
Year: 2025
A. Mansuri, K. Mehta, and M. Dalwani, “Enhancing Cross Cultural Speech Emotion Recognition: A Comparative Study of Gujarati and English Datasets,” in Information Systems for Intelligent Systems, Lecture Notes in Networks and Systems, vol. 545. Singapore: Springer, Jun. 2025. doi: 10.1007/978-981-96-1741-8.
Year: 2025
A. Mansuri, K. Mehta, and Z. Zaveri, “Emotion Recognition Gujarati Audio Using Feature Extraction for Machine Learning Models,” in Information Systems for Intelligent Systems, Lecture Notes in Networks and Systems, vol. 563. Singapore: Springer, Jun. 2025. doi: 10.1007/978-981-96-1741-8_47.
Year: 2025
N. Vaswani and K. Mehta, “Future Directions in English to Sanskrit Translation using LSTM Networks,” in Information Systems for Intelligent Systems, Lecture Notes in Networks and Systems, vol. 455. Singapore: Springer, May 2025. doi: 10.1007/978-981-96-1744-9.
Year: 2025
N. Jain and K. Mehta, “Knowledge Graph Relation Learning Using GAN-BERT,” in Data Science and Network Engineering. Singapore: Springer, 2025, pp. 123–131. doi: 10.1007/978-981-97-8336-6_10.
Year: 2025
N. Jain and K. Mehta, “Unseen Relation Prediction Using BERT and Neighbour Encoder,” in Intelligent Computing and Big Data Analytics. Cham, Switzerland: Springer, Dec. 2024, pp. 234–248. doi: 10.1007/978-3-031-74701-4_17.
Year: 2024
N. Jain and K. Mehta, “Embeddings of Knowledge Graphs for Link Prediction: A Systematic Analysis,” in Artificial Intelligence, Blockchain, Computing and Security, vol. 1. Boca Raton, FL, USA: CRC Press, 2023. doi: 10.1201/9781003393580.
Year: 2023
D. S. Mehta, A. M. Joshi, K. S. Mehta, J. S. Patel, and P. S. Dhanesha, “Agricultural Robot for Crop Pattern Recognition Using Artificial Intelligence,” Indian Design Patent 454754-001, Apr. 8, 2025
Year: 2025
K. S. Mehta, S. Degadwala, D. S. Mehta, A. M. Joshi, P. S. Dhanesha, and J. S. Patel, “Safety Helmet Detection Device,” Indian Design Patent 420656-001, Jun. 20, 2024.
Year: 2024
No specific achievements listed.
| Student | Research Title | Status |
|---|---|---|
| Ms. Anjum Mansuri | Gujarati Speech Analysis to identify Emotional Sentiments using Machine Learning | Completed |
| Ms. Neelamben Doshi | Knowledge Graph Relation Learning using Generative Adversarial Networks | Completed |
| Ms. Neha Vaswani | Optimizing Linguistic Translation from English to Sanskrit with LSTM-Based Neural Networks | Completed |