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Personal Details
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| Name | Dr HIRENKUMAR BHARATBHAI THAKKAR |
| Designation | Assistant Professor |
| Department | Department of Computer Science and Engineering, School of Technology |
| Email | Hiren.Thakkar@sot.pdpu.ac.in |
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Educational Qualifications
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| B.E. (Computer Engineering, Sardar Patel University), 2009 |
| M.Tech. (Computer Science and Engineering, IIIT Bhubaneswar), 2012 |
| Ph.D (Computer Science and Information Engineering, Chang Gung University, Taiwan), 2018 |
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Professional Affiliation
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Awards
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| Qualified GATE 2011
Qualified GATE 2012
International Student Scholarship (6500 NTD), Ministry of Education, Taiwan, Aug 2016.
International Student Scholarship (4755 NTD), Ministry of Education, Taiwan, Aug 2017.
Graduate Research Scholarship (14000 NTD/month), Chang Gung University, Taiwan, 2014-2018. |
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Publications / Articles / Conference
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| Research based or onographs/Textbooks published |
| 'Predictive Data Security using AI', Springer, Dec 2022 |
| 'Predictive Analytics in Cloud, Fog, and Edge Computing', Springer, Dec 2022 |
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| Articles/Chapters Published in the books |
| 'Artificial Intelligence Assisted Cardiac Signal Analysis for Heart Disease Prediction', Springer, Sep 2022 |
| 'IoT Based ECG-SCG Big Data Analysis Framework for Continuous Cardiac Health Monitoring in Cloud Data Centers', Springer, Dec 2022 |
| 'A Workload-Aware Data Placement Scheme for Hadoop-Enabled MapReduce Cloud Data Center', Springer, Dec 2022 |
| 'Malicious URL Detection Using Machine Learning', Springer, Dec 2022 |
| 'The Role of Blockchain in Cloud Computing', Springer, Dec 2022 |
| 'Impact of 5G Technologies on Cloud Analytics', Springer, Dec 2022 |
| 'Time Series Analysis of COVID-19 Waves in India for Social Good', , Apr 2022 |
| 'Dual Secured Reversible Medical Image Watermarking for Internet of Medical Things', , Apr 2022 |
| 'Applications of wearable technologies in healthcare: an analytical study', , Mar 2022 |
| 'Metaheuristics in classification, clustering, and frequent pattern mining', , Jan 2022 |
| 'Cognitive big data analysis for E-health and telemedicine using metaheuristic algorithms', , Jan 2022 |
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| Published Papers in Journals |
| 'DOMINER: Domain Feature Mining from Unstructured Data for Effective Text Summarization', Procedia Computer Science, pp. 559-567, May 2024, DOI : https://doi.org/10.1016/j.procs.2024.04.055 |
| 'A survey and identification of generative adversarial network technology-based architectural variants and applications in computer vision', International Journal of System Assurance Engineering and Management , pp. 4594-4615, Aug 2024, DOI : https://doi.org/10.1007/s13198-024-02478-6 |
| 'Designing an Attribute-Based Encryption Scheme with an Enhanced Anonymity Model for Privacy Protection in E-Health', SN Computer Science, pp. 203-218, Feb 2024, DOI : https://doi.org/10.1007/s42979-023-02541-2 |
| 'An automated multi‑classification of communicable diseases using ensemble learning for disease surveillance', International Journal of System Assurance Engineering and Management, pp. 3737-3756, Jun 2024, DOI : https://doi.org/10.1007/s13198-024-02373-0 |
| 'Color Image Retrieval Method Using Low Dimensional Salient Visual Feature Descriptors for IoT Applications', Computational Intelligence and Neuroscience, pp. 0-18, Jan 2023, DOI : https://doi.org/10.1155/2023/6257573 |
| 'Student Placement Probabilistic Assessment Using Emotional Quotient With Machine Learning: A Conceptual Case Study', IEEE Access, pp. 125716-125737, Nov 2023, DOI : 10.1109/ACCESS.2023.3330320 |
| 'Secure transmission of medical images in multi-cloud e-healthcare applications using data hiding scheme', Journal of Information Security and Applications, pp. 103655-103667, Dec 2023, DOI : https://doi.org/10.1016/j.jisa.2023.103655 |
| 'Robust and Secure Medical Image Watermarking for Edge-Enabled e-Healthcare', IEEE Access, pp. 135831-135845, Nov 2023, DOI : 10.1109/ACCESS.2023.3335172 |
| 'A New Robust and Secure 3-Level Digital Image Watermarking Method Based on G-BAT Hybrid Optimization ', mathematics, pp. 3000-3015, Aug 2022, DOI : https://doi.org/10.3390/math10163015 |
| 'On the Design of Secured and Reliable Dynamic Access Control Scheme of Patient E-Healthcare Records in Cloud Environment', Computational Intelligence and Neuroscience, pp. 0-19, Aug 2022, DOI : https://doi.org/10.1155/2022/3804553 |
| 'PRMS: Design and Development of Patients’ E-Healthcare Records Management System for Privacy Preservation in Third Party Cloud Platforms', IEEE Access, pp. 85777-85791, Aug 2022, DOI : https://doi.org/10.1109/ACCESS.2022.3198094 |
| 'Robust and secured watermarking using Ja-Fi optimization for digital image transmission in social media', Applied Soft Computing, Nov 2022 |
| 'Renda: resource and network aware data placement algorithm for periodic workloads in cloud', IEEE Transactions on Parallel and Distributed Systems, May 2021 |
| 'DOFM: Domain Feature Miner for robust extractive summarization', Information Processing & Management, May 2021 |
| 'CARE: A collision-aware mobile robot navigation in grid environment using improved breadth first search', Computers & Electrical Engineering, Sep 2021 |
| 'A sustainable IoHT based computationally intelligent healthcare monitoring system for lung cancer risk detection', Sustainable Cities and Society, Jun 2021 |
| 'Predicting clinically significant motor function improvement after contemporary task-oriented interventions using machine learning approaches', Journal of NeuroEngineering and Rehabilitation, Sep 2020 |
| 'Muvine: multi-stage virtual network embedding in cloud data centers using reinforcement learning-based predictions', IEEE Journal on Selected Areas in Communications, Apr 2020 |
| 'TLS: traffic load based scheduling protocol for wireless sensor networks', Int. J. Ad Hoc and Ubiquitous Computing, Jun 2019 |
| 'Towards automatic and fast annotation of seismocardiogram signals using machine learning', IEEE Sensors Journal, Nov 2019 |
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| Full Papers in Conference Proceedings |
| 'On the Design of Cancer Tumor Type Prediction using Machine Learning Techniques for Efficient Diagnosis', 2nd International Conference on Advancements in Smart, Secure and Intelligent Computing, ASSIC 2024, pp. 1-8, Jan 2024, DOI : 10.1109/ASSIC60049.2024.10507927 |
| 'A Systematic Approach to Face Recognition Using Convolutional Neural Network', 2nd International Conference on Advancements in Smart, Secure and Intelligent Computing, ASSIC 2024, pp. 1-9, Apr 2024, DOI : 10.1109/ASSIC60049.2024.10507997 |
| 'Mask Wearing Detection System for Epidemic Control Based on STM32', International Conference on Innovative Computing and Communications, pp. 731-740, Oct 2023, DOI : https://doi.org/10.1007/978-981-99-4071-4_56 |
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