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Dr. Mageshwari V.

Assistant Professor, Department of Mathematics, School of Physical Sciences, Coimbatore

Qualification: BSc, MPhil, MSc, Ph.D
v_mageshwari@cb.amrita.edu
Research Interest: Data Mining, Text Mining, Machine Learning, Artificial Intelligence, Image Processing, Data Science and Big Data

Bio

Dr. Mageshwari V. pursued her Ph. D. in Computer Science from Periyar University, Salem. She authored a research thesis titled Identification and Classification of HIV/ AIDS Related Social Media Data Using Machine Learning Techniques.

Dr. Mageshwari received Dr. A. P. J. Abdul Kalam Young Researcher Award from International Organization of Innovative Research and Publishers (IOIRP) in February 2020. She serves as reviewer for few Elsevier journals including Sustainable Technologies and Assessments, Computers and Electrical Engineering and Measurements.

Publications

Journal Article

Year : 2019

Feature Selection Methods for Mining Social Media

Cite this Research Publication : V. Mageshwari, Dr. I. Laurence Aroquiaraj, "Feature Selection Methods for Mining Social Media", International Journal of Innovative Technology and Exploring Engineering, Volume-9, Issue-1, November 2019, ISSN: 2278-3075 (Scopus Indexed)

Year : 2019

An Efficient Feature Extraction Method for Mining Social Media

Cite this Research Publication : V. Mageshwari, Dr. I. Laurence Aroquiaraj, "An Efficient Feature Extraction Method for Mining Social Media", International Journal of Scientific & Technology Research, Volume 8, Issue 11, November 2019, ISSN: 2277-8616 (Scopus Indexed)

Year : 2018

The Importance of Text Pre-processing in Twitter Mining

Cite this Research Publication : V. Mageshwari, Dr. I. Laurence Aroquiaraj, "The Importance of Text Pre-processing in Twitter Mining", International Journal of Scientific Research in Computer Science Applications and Management Studies, Volume.7: Issue.4, July 2018, ISSN: 2319-1953. (UGC Approved)

Year : 2017

Social Media Mining for Analyzing HIV/AIDS – A Preliminary Study

Cite this Research Publication : V. Mageshwari, Dr. I. Laurence Aroquiaraj, "Social Media Mining for Analyzing HIV/AIDS – A Preliminary Study", International Journal of Innovations and Advancement in Computer Science (IJIACS), ISSN: 2347 - 8616, Vol. 6: Issue. 9, September 2017. (UGC Approved Journal)

Year : 2016

A Resourceful Comparison of First Order Edge Detections Using Grayscale Intensities

Cite this Research Publication : V. Mageshwari, Dr. I. Laurence Aroquiaraj and T. Dharani, "A Resourceful Comparison of First Order Edge Detections Using Grayscale Intensities", Imperial Journal of Interdisciplinary Research (IJIR), Vol-2, Issue-5, 2016, ISSN: 2454-1362.

Year : 2016

Big Data in Health Care Revolution-A Survey

Cite this Research Publication : V. Mageshwari, Dr. I. Laurence Aroquiaraj and T. Dharani, "Big Data in Health Care Revolution-A Survey", in International Research Journal of Engineering and Technology (IRJET), Volume.03: Issue.09 | Sep-2016. E-ISSN: 2395-0056, p-ISSN:2395-0072.

Year : 2016

A Competent Segmentation of Volcanic Eruption Flow Through Volcano Using Fuzzy C-Means and Texture Segmentation Filter

Cite this Research Publication : V. Mageshwari and Dr. I. Laurence Aroquiaraj, "A Competent Segmentation of Volcanic Eruption Flow Through Volcano Using Fuzzy C-Means and Texture Segmentation Filter", International Journal of Advanced Research in Biology Engineering Science and Technology(IJARBEST), ISSN: 2395-695X, Vol.2, Special Issue 10, March 2016.

Year : 2013

A Resourceful Filtering Technique for Texture Segmentation and Enhancement in Remote Sensing Images Using Morphological Operations

Cite this Research Publication : D. Napolean, V. Mageshwari & P. Revathi, "A Resourceful Filtering Technique for Texture Segmentation and Enhancement in Remote Sensing Images Using Morphological Operations," in International Journal of Research in Advent Technologies, ISSN No: 2321-9637, Volume 1, Issue 5, December 2013.

Conference Paper

Year : 2016

Diverse image investigation using image metrics for content based image retrieval system

Cite this Research Publication : T. Dharani, I. L. Aroquiaraj and V. Mageshwari, "Diverse image investigation using image metrics for content based image retrieval system," 2016 International Conference on Inventive Computation Technologies (ICICT), IEEE Xplore, Coimbatore, India, 2016, pp. 1-8, doi: 10.1109/INVENTIVE.2016.7824816.

Publisher : IEEE Xplore

Year : 2016

A Realistic Medical Image Segmentation of Abnormal HIV in Blood Cells Using Morphological Operations

Cite this Research Publication : V. Mageshwari, I. L. Aroquiaraj and T. Dharani, "A realistic medical image segmentation of abnormal HIV in blood cells using morphological operations," 2016 International Conference on Inventive Computation Technologies (ICICT), IEEE Xplore, Coimbatore, India, 2016, pp. 1-6, doi: 10.1109/INVENTIVE.2016.7824805.

Publisher : IEEE Xplore

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