Email: parvathi.r@vit.ac.in
PhD: Anna University,Chennai
Research Area: Data Mining, Machine Learning
| Employee ID | 50186 | ||||
| Intercom | 044 3993 1291 | ||||
| Educational details | |||||
| Degree | Passed out year | Specialization | Institute/University/ College | ||
| PhD | 2013 | Data Mining | Anna University | ||
| M.Tech/MCA | 1995 | Computer Applications | Bharathidasan University | ||
| B.E./B.Tech/B.Sc | 1992 | Physics | Bharathidasan University | ||
| Post-Doctoral Experience if any | |||||
| Research Details | |||||
| Areas of Specialization | Spatial Data Mining,Machine Learning,Data Analytics | ||||
| ORCID ID | https://orcid.org/my-orcid?orcid=0000-0002-6633-9897 | ||||
| Scopus ID | https://www.scopus.com/authid/detail.uri?authorId=59330671400 | ||||
| H-index (scopus) | 6 | ||||
| Google Scholar ID | https://scholar.google.com/citations?user=p-_Q158AAAAJ&hl=en | ||||
| i10 index | 1 | ||||
| Completed Consultancy Project Details | |||||
| Completed Consultancy Project Title | 1. Development of the application software entitled “ Rain Gauge Inspection and Monitoring Systems RGIMS’ in India Meteorological Department, Chennai
2. “Recommender system for Financial Advisors”, Datanet Techno Solutions Pvt. Ltd., Bengalur |
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| Patent Published Details | |||||
| Patent Published Title | 1. Patent Number : 202041025652
Title : REPEATED PATTERN FINDING USING FIRST BASE FIRST RUNNER CLUSTER SEQUENCE FINDER ALGORITHM AND PROTEIN STRUCTURE PREDICTION ON ENVIRONMENTAL SAMPLES 2. Patent Number : 202041057022 Title : GAIT ANALYSIS USING MULTI MODAL SENSOR 3. Patent Number : 202141003747 SMART FARMING WITH CLIMATE-CROP RECOMMENDER ALGORITHM |
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| Book / Book Chapter Published Details | |||||
| Title | Publisher | Year | |||
| Book Chapter entitled “A Review On Spatial Big Data Analytics And Visualization” published in “Modern Technologies for Big Data Classification and Clustering”” ISSN/ISBN Nos: 9781522528050, Page Nos: 179-197 |
IGI Global | 2017 | |||
| Book Chapter entitled “Biological Big Data Analysis and Visualization” published in “Modern Technologies for Big Data Classification and Clustering”” ISSN/ISBN Nos: 9781522528050 Page Nos: 244-259 |
IGI Global | 2017 | |||
| Automation of Assets Estimation for Accurate Tax Optimization Through Web Based Spatial Data Mining Techniques
In Recent Advances in Computational Intelligence [pp 215-232| Online ISBN978-3-030-12500-4 DOI https://doi.org/10.1007/978-3-030-12500-4_14 |
Springer | 2019 | |||
| A Similarity-Based Object Classification Using Deep Neural Networks in Handbook of Research on Deep Learning Innovations and Trends
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IGI Global | 2019 | |||
| Dimensionality Reduction With Multi-Fold Deep Denoising Autoencoder
Source Title: Deep Learning Techniques and Optimization Strategies in Big Data Analytics
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IGI Global | 2019 | |||
| Research Innovations and Trends on Computer Vision and Recognition Systems, Image Synthesis with Generative Adversarial Networks (GAN) | Apple Academic Press | 2020 | |||
| Ch. 4: Advanced Deep Learning Applications in Big Data Analytics
Deep Learning for Social Media Text Analytics (050819-015036) |
IGI Global | 2020 | |||
| Analysis report for statistics in the Twitter network | IGI Global | 2021 | |||
| Awards & Recognition Details (only national and international awards and recognitions) | |||||
| Name of the award, awarding agency, year of award | |||||
| Research Award -2017, 2018,2019- VIT ,Chennai | |||||
| Major International Collaboration Details – Academic Collaboration Details | |||||
| Type of collaboration (Research & publication/Funded Project/consultancy etc.), collaborating institute, year of collaboration | |||||
| 1. Hybrid Optimized GRU-ECNN Models for Gait Recognition with Wearable IOT Devices, Department of Computer Science, Middlesex University, London, UK, Department of Computer Science and Engineering, Kebri Dehar University, Kebri Dehar, Ethiopia,2022
2. Cat Swarm Optimization-Based Computer-Aided Diagnosis Model for Lung Cancer Classification in Computed Tomography Images Department of Computer Science, Liverpool John Moores University, Liverpool L3 3AF, UK Department of Electrical Engineering, University of Sharjah, Sharjah P.O. Box 27272, United Arab Emirates,2022 3. Automation and Machine Learning Framework using Finite Element Solution for Cervical Spine Applications,Center for Neurotrauma Research, Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA,2021 |
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| Major International Collaboration Details – Industry collaboration Details | |||||
| Type of collaboration (Research & publication/Funded Project/consultancy etc.), collaborating industry, year of collaboration | |||||
| 1. Hybrid Optimized GRU-ECNN Models for Gait Recognition with Wearable IOT Devices, Department of Computer Science, Middlesex University, London, UK, Department of Computer Science and Engineering, Kebri Dehar University, Kebri Dehar, Ethiopia,2022
2. Cat Swarm Optimization-Based Computer-Aided Diagnosis Model for Lung Cancer Classification in Computed Tomography Images Department of Computer Science, Liverpool John Moores University, Liverpool L3 3AF, UK Department of Electrical Engineering, University of Sharjah, Sharjah P.O. Box 27272, United Arab Emirates,2022 3. Automation and Machine Learning Framework using Finite Element Solution for Cervical Spine Applications,Center for Neurotrauma Research, Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA,2021 |
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