tarjnivyas

About

Dr Tarjni Vyas is working as an Assistant Professor in Computer Science and Engineering Department. She has more than 11 years of teaching experience. Dr Vyas received her BE degree in Computer Engineering from Gujarat University in 2009 and MTech degree in Computer Engineering from Dharamsingh Desai University (DDU), Nadiad in 2011. She completed her PhD in Computer Engineering from Charotar University of Science and Technology, Changa. Her area of specialization includes Natural Language Processing and Information Retrieval. She has good quality publications in international conferences and journals to her credit. She is also completed in two research projects funded by SAC-ISRO under AO and NISAR Scheme.

Employment

• Nirma University Dr
  2012 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (25)

• Classical spectral unmixing-based lunar mineralogical analysis using hyperspectral data from Chandrayaan-2
  Icarus 2026 DOI: 10.1016/j.icarus.2026.117000
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• Lung sound disease detection using attention over pre-trained efficientnet architecture
  Multimedia Tools and Applications 2024 DOI: 10.1007/S11042-024-20078-1
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• CNN and Bidirectional GRU-Based Heartbeat Sound Classification Architecture for Elderly People
  Mathematics 2023 DOI: 10.3390/math11061365
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• Security and privacy solutions for healthcare informatics
  Federated Learning for Internet of Medical Things: Concepts, Paradigms, and Solutions 2023 DOI: 10.1201/97810033 033 74-9
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• Band Selection Technique for Crop Classification Using Hyperspectral Data
  Journal of the Indian Society of Remote Sensing 2022 DOI: 10.1007/s12524-022-01545-4
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• A sample selection method based on similarity measure and fuzziness for crop classification from hyperspectral data
  Advances in Space Research 2022 DOI: 10.1016/j.asr.2022.06.033
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• Deep learning‐based scheme to diagnose Parkinson's disease
  Expert Systems 2022 DOI: 10.1111/exsy.12739
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• Automatic Question Tagging using Machine Learning and Deep learning Algorithms
  6th International Conference on Electronics, Communication and Aerospace Technology, ICECA 2022 - Proceedings 2022 DOI: 10.1109/ICECA55336.2022.10009632
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• Detecting emotions from human speech: role of gender information
  2022 IEEE Region 10 Symposium, TENSYMP 2022 2022 DOI: 10.1109/TENSYMP54529.2022.9864557
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• Music Genre Classification using Deep Learning
  Proceedings - 6th International Conference on Computing Methodologies and Communication, ICCMC 2022 2022 DOI: 10.1109/ICCMC53470.2022.9753953
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