KEC Faculty Profile

1.Publications

a. Journals Published (International and National)

• 1. RS Mohana, B.Krishnakumar, Dr.K.Kousalya, N.Sasipriyaa, Design of QoS Based Price and Time Slot Negotiation Mechanism for Cloud Service Reservations,International Conference on Computer Science and Mechanical Engineering,February 2014.

  2. N.Sasipriyaa, Recognising risk factors for early childhood series using association rule mining, International journal of Advanced research trends  in Engineering and technology, March 2017.

  3. S. Poorani, Dr. P. Balasubramanie, N. Sasipriyaa A Study on Hierarchical Clustering for Identifying Asthma Endotypes, Journal for research, July 2017. 

  4. R.Devi priya, S.Sivaraj, N.Sasipriyaa, Heuristically repopulated Bayesian ant colony optimization for treating missing values in large databases, Knowledge-Based Systems, October 2017

  5. K.Venu, Dr.P.Natesan, B.Krishnakumar, N.Sasipriyaa, Classification of Myocardial Infarction using Convolution Neural Network, International journal of Research Technology and Engineering, Novemeber 2019

  6. N.Sasipriyaa, K.Abirami, G.Banupriya, S.Dhivya, "Handwritten Tamil Character Recognition and Digitalization Using Deep Learning", International Journal of Advanced Science and Technology, March 2020                                                            

  7. N. Sasipriyaa, S. Aiswarya,R.Bharani, S. Brindha, " Performance Analysis of Data Augmentation and GAN in Deep Neural Networks for Handwritten Tamil Characters" , International Journal of Advanced Science and Technology, March 2020                                                                                   

  8.  N Sasipriyaa, Dr.P.Natesan, K.Venu , S Mohamed Riyaz, B Karthikeyan, E Kavin Mukil , "Handwritten Ancient Tamil Character Recognition Using Generative Adversarial Network(GAN)", Turkish Online Journal of Qualitative Inquiry, July 2021

  9. RS Mohana, S Kalaiselvi, N Sasipriyaa,"Contextual Features and Optimal Hierarchical Attention Networks for Sentiment Classification Under Data Streaming Environment", Mobile Networks and Applications, 2022

  10. N Sasipriyaa, P Natesan, E Gothai, "SFGDO: Smart Flower Gradient Descent Optimization Enabled Generative Adversarial Network for Recognition of Tamil Handwritten Character", Journal of Visual Communication and Image Representation, 103878 , 2023 

b.Paper Presented in Conferences

• 1. RS Mohana, B.Krishnakumar, Dr.K.Kousalya, N.Sasipriyaa, Design of QoS Based Price and Time Slot Negotiation Mechanism for Cloud Service Reservations,International Conference on Computer Science and Mechanical Engineering,February 2014.

  2. N.Sasipriyaa, Knowledge discovery and sequence based prediction of pandemic influence using classification and optimization, National conference on challenges and innovations in Information Technology, March 2017

  3. K. Venu, Dr.P.Natesan, B.Krishnakumar, N.Sasipriyaa, Review on brain tumor segmentation methods using Convolutional Neural Network for MRI images,International Conference on Intelligent Computing and Communication for Smart World, Kongu Engineering College, Dec 2018

  4.  Dr.R.S.Mohana, B.Krishnakumar, N.Sasipriyaa, S.Kalaiselvi, Honey bee Behavior Inspired Scheduling and load balancing of Virtual Machine in Fog Environment, International Conference on Intelligent Computing and Communication for Smart World, Kongu Engineering College, Dec 2018

  5. R.S.Mohana, N.Sasipriyaa, B.Krishnakumar, S.Kalaiselvi, K.Kousalya, Textual Dissection of Live Twitter Reviews using Classification Algorithms,International Conference on Recent Trends and Challenges in  Healthcare Informatics, Kongu Engineering College, Dec 2019

  6.  N Sasipriyaa , Dr.P.Natesan, Swathy V, Sowmiya Bharathi M, Sindhumathi P, "Offline Tamil Handwritten Character Segmentation and Word Recognition", International Virtual Conference on Advances in Communication, Machine Learning, Embedded with Internet of Things (IVCACME-2021), April 2021

  7. Mohana, R.S., Kousalya, K., Sasipriyaa, N., Krishnakumar, B., Gayathri, S. "Investigation on deep learning for handwritten English character recognition", AIP Conference Proceedings, 2021, 2387, 140028 

  8. N. Sasipriyaa , P. Natesan, R.S. Mohana, E. Gothai, K. Venu, S. Mohanapriya, "Design and simulation of handwritten detection via generative adversarial networks and convolutional neural network",  Materials Today: Proceedings, Nov, 2021

  9. N Sasipriyaa, P Natesan, R Anand, P Arvindkumar, R S Arwin Prakadis, K Aswin Surya,"Recognizing Handwritten Offline Tamil Character by using cGAN & CNN", 2022 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), 2022

  10.  Sasipriyaa, N., Natesan, P., Gothai, E., Madhesan, G., Madhumitha, E. and Mithun, K.V.,"Recognition of Tamil handwritten characters using Scrabble GAN",2023 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-5), May 2023 

  11.  Sasipriyaa, N., Natesan, P., Mohana, R.S., Arvindkumar, P., Prakadis, R.A. and Surya, K.A., "Recognizing Handwritten Offline Tamil Character using VAE-GAN & CNN",2023 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-5), May 2023 

  12.  Ravikumar, R., Sasipriyaa, N., Thilagaraj T, R.Hareesh Raj, Abishek, A. and Kannan, G.G., "Design and Implementation of Alzheimer's Disease Detection using cGAN and CNN", 2023 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-5), May 2023 

c. Books/Instruction materials/monograms published

1. K.Venu , Dr.P.Natesan, B.Krishnakumar, N.Sasipriyaa, "Disease identification in Plant leaf using Deep Convolutional Neural Networks", IGI Global, Pennsylvania, United States , 2019

2. K Kousalya, RS Mohana, N Sasipriyaa, C Prabha, T Udhayakumar,"6G With Smart Healthcare, Haptic Communication: An Overall Perspective", Handbook of Research on Design, Deployment, Automation, and Testing Strategies for 6G Mobile Core Network, 2022

3. Joel Sunny Deol Gosu, Balu Subramaniam, Sasipriyaa Nachimuthu, Kamalanathan Shivasankaran, Arjun Subburaj & Sudhakar Sengan, "Comparative Analysis of Handwritten Digit Recognition Investigation Using Deep Learning Model", EAI/Springer Innovations in Communication and Computing (EAISICC), June 2023 

2. Funded Programmes Organized (Seminar/Conference/Workshop/FDP/STTP/Other)

     1. DBT Sponsored seminar on Gene Expression Data Analysis Using Machine Learning and Soft Computing Techniques , 2013

3. Workshops/Seminars/FDP attended : 07

Self-supporting/VAC/Credit Courses Conducted

1. 14VAC86 – Animation and Visual Effects

2. 18VAC13 -Introduction to GO Programming

3. 18VAC73 - Webpage Development using Wordpress

4. 20VC011 - Git and Github for version control

Consultancy Projects:       

1. Android Application Development, Highlights, Erode       

2. Automation of Ledger Book, Meridian Textile Dyers, Erode       

3. Online shopping application ,Sri Bala Karthick Traders, Salem       

4. Online shopping application, HP Traders, Tiruppur        

5. Web application Development, The Fashioner, Erode        

6. Client Maintenance System , DP Associates, Mettur Dam

Subjects Handled:

Problem Solving and Programming :

       1. Raptor Tool - Exploring the concepts control structures such as the sequence statement, selection statements and repetition statements.

       2. Animation - Array Explanation

       3. Multimedia - Function Concepts

E-Commerce

         1. Animation   -  Electronic Data Interchange working procedure

         2. Multimedia - Internet Protocol Suite

Java Programming

Materials

• Basics ofJava Progrmming

• Files in Java

• Collections

• String Handling

Software Quality and Testing

Materials

• Testing Techniques

• Software Quality

• Quality Assurance during SDLC Phases

• Structured Walkthroughs & Inspections

2022-2023 (Even)

Digital Image Processing and Computer Vision

Materials

• Image Representation

• Region based Segmentation

• Image Preprocessing

2023-2024 (Odd)
Machine Learning

Materials

• Regression

• Decision Tree Algorithm

• Clustering

• Genetic Algorithm

2023-2024 (Even)
Database Management Systems

Materials

• Recovery System

• Transactions

• Indexing

• Outline of the ER Model

Data structures

Materials

• Introduction to Data Structures

• Stack

• Queue

• Graph

• Tree

2024-2025 (ODD)
Digital Marketing
Materials

• Basics of Digital Marketing 

• Digital Marketing Planning and Setup

• Digital Marketing Execution

• Digital Marketing Channels

• Consumer Behavior on the Internet

Deep Learning

Materials

• • Neural Network

  • Convolutional Neural Network  

  • Gradient Descent Optimization

2024-2025 (EVEN)

Operating Systems

Materials

• Operating Systems Overview

• Process Management

• Process Scheduling

• Synchronisation

• Memory Management