R. Parvathi

Parvathi R. is a Professor of School of Computing Science and Engineering at VIT University, Chennai since 2011. She received the Doctoral degree in the field of spatial data mining in the same year. Her teaching experience in the area of computer science includes more than two decades and her research interests include data mining, big data and computational biology.

Publications

Structural and Functional Aspects of Biocomputing Systems for Data Processing
Structural and Functional Aspects of Biocomputing Systems for Data Processing
U. Vignesh, R. Parvathi, Ricardo Goncalves. © 2023. 246 pages.
Due to the diversity of contexts in which biological computation is performed, a major problem is the selection of functional-oriented techniques for the analysis of biological...
Google Play Store Apps: Data Analysis and Popularity Predictions Using Artificial Emotional Intelligence
Google Play Store Apps: Data Analysis and Popularity Predictions Using Artificial Emotional Intelligence
Parvathi R., Pattabiraman V.. © 2023. 13 pages.
The Google Play Store is one of the most well-known and widely used Android app stores. On the Play Store, there is a lot of new information not only by the developers of the...
Online Educational Video Recommendation System Analysis
Online Educational Video Recommendation System Analysis
Parvathi R., Aarushi Siri Agarwal, Urmila Singh. © 2023. 19 pages.
Most online platforms that provide video content, including TEDx, usually use various recommendation systems to gather more viewers. These videos are recommended based on various...
Stock Market Analysis and Prediction Using ARIMA, Facebook Prophet, and Stacked Long Short-Term Memory Recurrent Neural Network
Stock Market Analysis and Prediction Using ARIMA, Facebook Prophet, and Stacked Long Short-Term Memory Recurrent Neural Network
Parvathi R, Xiaohui Yuan. © 2023. 19 pages.
Stock analysis involves comparing a company's current financial statement to its financial statements in previous years to give an investor a sense of whether the company is...
Automated Vehicle Number Plate Detection Using Tesseract and Paddleocr: Image Processing
Automated Vehicle Number Plate Detection Using Tesseract and Paddleocr: Image Processing
R. Parvathi, Savio Sajan Moloparambil, Aswathi M. Kumar, R. Jeyahari. © 2023. 18 pages.
Automatic number plate recognition (ANPR) is a specialized image processing method that identifies the text on a given vehicle's number plate. The goal is to create a...
Diabetic Retinopathy Detection Using Transfer Learning
Diabetic Retinopathy Detection Using Transfer Learning
R. Parvathi, U. Vignesh. © 2023. 28 pages.
The proposed research work deals with the image processing and machine learning algorithms to examine fundus images for the diagnosis and categorization of diabetic retinopathy...
Deep Learning for Social Media Text Analytics
Deep Learning for Social Media Text Analytics
Anto Arockia Rosaline R., Parvathi R.. © 2022. 20 pages.
Text analytics is the process of extracting high quality information from the text. A set of statistical, linguistic, and machine learning techniques are used to represent the...
Identification of Subtype Blood Cells Using Deep Learning Techniques
Identification of Subtype Blood Cells Using Deep Learning Techniques
Parvathi R., Pattabiraman V.. © 2022. 16 pages.
The deep learning mechanism has indicated power in numerous applications and is recognized as a superior technique by an ever growing number of people than the conventional...
Deep Learning for Social Media Text Analytics
Deep Learning for Social Media Text Analytics
Anto Arockia Rosaline R., Parvathi R.. © 2021. 24 pages.
Text analytics is the process of extracting high quality information from the text. A set of statistical, linguistic, and machine learning techniques are used to represent the...
Analysis Report for Statistics in the Twitter Network
Analysis Report for Statistics in the Twitter Network
Parvathi R., Yamani Sai Asish, Pattabiraman V.. © 2021. 9 pages.
Twitter is the most popular social networking service across the world. In Twitter, the messages are known as tweets. Tweets are mainly text-based posts that can be up to 140...
Dimensionality Reduction With Multi-Fold Deep Denoising Autoencoder
Dimensionality Reduction With Multi-Fold Deep Denoising Autoencoder
Pattabiraman V., Parvathi R.. © 2020. 12 pages.
Natural data erupting directly out of various data sources, such as text, image, video, audio, and sensor data, comes with an inherent property of having very large dimensions or...
Biological Big Data Analysis and Visualization: A Survey
Biological Big Data Analysis and Visualization: A Survey
Vignesh U, Parvathi R. © 2019. 13 pages.
The chapter deals with the big data in biology. The largest collection of biological data maintenance paves the way for big data analytics and big data mining due to its...
A Review on Spatial Big Data Analytics and Visualization
A Review on Spatial Big Data Analytics and Visualization
Bangaru Kamatchi Seethapathy, Parvathi R. © 2018. 19 pages.
Spatial dataset, which is becoming nontraditional due to the increase in usage of social media sensor networks, gaming and many other new emerging technologies and applications....
Biological Big Data Analysis and Visualization: A Survey
Biological Big Data Analysis and Visualization: A Survey
Vignesh U, Parvathi R. © 2018. 16 pages.
The chapter deals with the big data in biology. The largest collection of biological data maintenance paves the way for big data analytics and big data mining due to its...