Publications

• 2026May

  Paper presented at the 2nd Congress on Intelligent Machines and Algorithms (CIMA 2026)

  Rekha G S, Kayarvizhy N, Priyanka G H, R Shreya, Puli Darshan Reddy

  2nd Congress on Intelligent Machines and Algorithms (CIMA 2026), National Institute of Technology Puducherry, India, 23–24 May 2026

  Conference

• 2025Aug

  Enhancing Language Identification and Named Entity Recognition for Code-Mixed Languages using BERT Variants

  Sandhya A Kulkarni, Kayarvizhy N, Samraat Dabolay

  Fifteenth International Conference on Recent Trends in Communication and Computer Networks (ComNet 2025), Chennai, India, 22–23 August 2025

  Conference
• 2025May

  On-Device Deep Learning for Retrieving System and User Timestamps from Noisy Chat Images

  Kayarvizhy N, Antara Roy Choudhury, Rekha G S, Bhuvan G, Chandramouli Sanchi

  Procedia Computer Science, Vol. 258, pp. 3760–3770, 2025

  Journal View paper
• 2025Apr

  Streamlined Traffic Prognosis using Flexible Reservoir Sampling and Regression Methods

  Srividhya V R, Kayarvizhy N

  Engineering, Technology and Applied Science Research, Vol. 15, No. 2, pp. 20827–20834, 2025

  Journal View paper
• 2025Apr

  Multi-Constraint Time Series Imputation

  Nisarga Gondi, Kayarvizhy N

  19th INDIACom — 12th International Conference on Computing for Sustainable Global Development, 2–4 April 2025

  Conference
• 2025Mar

  Adaptive Deep Learning Framework with Unicintus Optimization for Anomaly Detection in Streaming Data

  Srividhya V R, Kayarvizhy N

  International Journal of Advanced Computer Science and Applications (IJACSA), Vol. 16, No. 3, 2025

  Journal View paper

• 2024Sep

  Low and High Level Features Fusion for Image Classification

  Tejaswini Srinivas, Kayarvizhy N

  3rd International Conference for Advancement in Technology (ICONAT 2024), IEEE Bombay Section, 13–15 September 2024

  Conference
• 2024Aug

  Learning Discriminative Features Using ANN Based Progressive Learning Model for Efficient Big Data Classification

  Nandita Bangera, Kayarvizhy N

  Pertanika Journal of Science and Technology, Vol. 32, No. 5, pp. 2033–2053, August 2024

  Journal View paper
• 2024Aug

  Deep Reinforcement Learning for Autonomous Driving in Uncontrolled Intersections of Indian Roads

  Aravindh R Shankar, Ajay Mittur, Adithya Narasimhan, Kayarvizhy N

  Multimedia Tools and Applications, Springer, 2024

  Journal View paper
• 2024Feb

  Actor Critic-based Multi Objective Reinforcement Learning for Multi Access Edge Computing

  Vishal Khot, Vallisha M, Sharan S Pai, Chandra Shekar R K, Kayarvizhy N

  International Journal of Advanced Computer Science and Applications (IJACSA), Vol. 15, No. 2, 2024

  Journal View paper
• 2024Jan

  Improving Time Efficiency in Big Data through Progressive Sampling based Classification Model

  Nandita Bangera, Kayarvizhy N, Shubham Luharuka, Asha S Manek

  Indonesian Journal of Electrical Engineering and Computer Science, Vol. 33, No. 1, pp. 248–260, 2024, ISSN 2502-4752

  Journal

• 2023Oct

  TinyML based Deep Learning Model for Activity Detection

  Kayarvizhy N, Bharath Mahesh Gera, Bhavya Sharma, Dakshinamurthy S

  International Journal on Recent and Innovation Trends in Computing and Communication, Vol. 11, Issue 11s, October 2023, ISSN 2321-8169

  Journal View paper
• 2023Oct

  Predictive Wi-Fi Network Selection: Enhancing User Experience through a Machine Learning-based Approach

  Kayarvizhy N, Gupta Ajit J, Akash V, Manoj Howale S, Saranappa, Raj Kumar

  IEEE Global Conference for Advancement in Technology (GCAT 2023), 6–7 October 2023

  Conference
• 2023Sep

  Deep Reinforcement Learning for Task Offloading in a Multi-access Edge Computing Environment

  Vallisha M, Vishal Khot, Sharan S Pai, Kayarvizhy N

  IEEE International Conference on Networks, Multimedia and Information Technology (NMITCON 2023), 1–2 September 2023

  Conference
• 2023Apr

  Analytical Performance of Traditional Feature Selection Methods on High Dimensionality Data

  Bharath Mahesh Gera, Dakshinamurthy S, Kayarvizhy N

  IEEE 8th International Conference for Convergence in Technology (I2CT 2023), India, 7–9 April 2023

  Conference
• 2023Mar

  Double Layer Bio Inspired Algorithm for No-Reference Image Blur Detection

  Kayarvizhy N

  Gradiva Review Journal, Vol. 9, Issue 3, 2023, ISSN 0363-8057

  Journal

• 2022Dec

  An Exploratory Analysis of GSDMM and BERTopic on Short Text Topic Modelling

  Abhinandan Udupa, Adarsh K N, Anvitha Aravinda, Neelam H Godihal, Kayarvizhy N

  Fourth IEEE International Conference on Cognitive Computing and Information Processing (CCIP 2022)

  Conference
• 2022Dec

  Smart Memory Companion for Elderly

  Shikha N, Karan Naidu, Antara Roy Choudhury, Kayarvizhy N

  4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N 2022)

  Conference
• 2022Nov

  Empirical Analysis of Sampling Methods on Imbalanced Data

  Disha N, Neha B Chadaga, Hemang Singh, Kayarvizhy N

  IEEE North Karnataka Subsection International Flagship Conference (NKCon 2022)

  Conference
• 2022May

  Reinforcement Learning for Autonomous Driving Scenarios in Indian Roads

  Ajay Mittur, Aravindth R Shankar, Adhithya N, Kayarvizhy N

  6th International Conference on Inventive Communication and Computational Technologies (ICICCT 2022), Springer

  Conference

• 2021Nov

  Machine Learning Driven Feature Sensitive Progressive Sampling Model for BigData Analytics

  Nandita Bangera, Kayarvizhy N

  International Journal of Advanced Computer Science and Applications (IJACSA), Vol. 12, No. 11, 2021, ISSN 2156-5570

  Journal View paper
• 2021Oct

  An Efficient Missing Data Imputation Model on Numerical Data

  Kayarvizhy N, Sowmya V

  IEEE 2nd Global Conference for Advancement in Technology (GCAT 2021)

  Conference
• 2021Aug

  Summarization and Prioritization of Amazon Reviews based on Multi-level Credibility Attributes

  Bhuvana, Aishwarya, Kayarvizhy N

  6th IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology (RTEICT 2021)

  Conference
• 2021Feb

  Effectiveness of Connected Components Labelling Approach in Noise Reduction for Image De-fencing

  Kayarvizhy N, Aditi Awasthi, Deepthi Bhat, Medhini Oak

  3rd International Conference on Communication and Computational Technologies (ICCCT 2021)

  Conference View paper

• 2020Jan

  Framework for Computing Potential Node with Higher Influence in Complex Social Network

  Selva Kumar S, Kayarvizhy N

  International Journal of Recent Technology and Engineering (IJRTE), Vol. 8, Issue 5, January 2020

  Journal View paper

• 2019May

  Information Abstraction from IoT Streaming Greenhouse Data

  Srividhya V R, Niketh S A, Kayarvizhy N

  4th IEEE International Conference on Recent Trends on Electronics, Information, Communication and Technology (RTEICT 2019)

  Conference View paper
• 2019May

  A Progressive Sampling based Approach to Reduce Sampling Time

  Nandita Bangera, Kayarvizhy N

  4th IEEE International Conference on Recent Trends on Electronics, Information, Communication and Technology (RTEICT 2019)

  Conference View paper

• 2018May

  Knowledge based Question and Answering System using User Feedback

  Ashwin Uday Bhatkal, Aakash Verma, Kayarvizhy N

  3rd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology (RTEICT 2018), 18–19 May 2018

  Conference View paper

• 2017Nov

  Internet of Things: A Project Based Engineering Course

  Kayarvizhy N, Harshitha, Panimozhi

  5th IEEE International Conference on MOOCs, Innovation and Technology in Education (MITE 2017), 29 November 2017

  Conference View paper
• 2017May

  A Comprehensive Insight towards Research Direction in Information Propagation

  Selva Kumar S, Kayarvizhy N

  International Journal of Advanced Computer Science and Applications (IJACSA), Vol. 8, No. 4, May 2017

  Journal View paper
• 2017Apr

  SADI: Stochastic Approach to Compute Degree of Importance in Web-Based Information Propagation

  Selva Kumar S, Kayarvizhy N, Balaji Rajendran

  Computer Science On-line Conference (CSOC 2017), Springer, Cham, April 2017

  Conference View paper

• 2016Nov

  Enhancing the Fault Prediction of CK Metrics using High Precision Cohesion Metric

  Kayarvizhy N, Kanmani S, Rhymend Uthariaraj V

  International Journal of Computer Applications in Technology (Inderscience), Vol. 54, No. 4, pp. 290–296, 2016

  Journal View paper
• 2016Apr

  Analysis of Information Propagation in Academic Social Networks

  Selva Kumar S, Sailaja Kumar K, Kayarvizhy N

  International Conference on Recent Trends in Information Technology (ICRTIT 2016), 8–9 April 2016

  Conference View paper
• 2016Apr

  Automated Employee Performance Appraisal System

  Kayarvizhy N

  Journal of Emerging Technologies and Innovative Research (JETIR), Vol. 3, Issue 4, pp. 160–164, 2016

  Journal
• 2016Feb

  Review of Object Oriented Metric Tools

  Kayarvizhy N

  International Journal of Computer Applications (0975–8887), Vol. 135, No. 2, pp. 8–13, February 2016

  Journal View paper

• 2014Apr

  Refactoring at Class Level using Cohesion Concept

  Kayarvizhy N

  International Conference on Advances in Computer and Communication Engineering, April 2014

  Conference
• 2014Apr

  Hypotheses Verification for High Precision Cohesion Metric

  Kayarvizhy N, Kanmani S, Rhymend Uthariaraj V

  International Journal of Computer Sciences and Engineering, Vol. 2, No. 4, pp. 238–243, 2014

  Journal View paper
• 2014Jan

  ANN Models Optimized using Swarm Intelligence Algorithms

  Kayarvizhy N, Kanmani S, Rhymend Uthariaraj V

  WSEAS Transactions on Computers, Vol. 13, pp. 501–519, January 2014

  Journal View paper

• 2013Sep

  Analyzing and Identifying Potential Areas of Improvement in Object Oriented Metrics

  Kayarvizhy N, Kanmani S

  International Review on Computers and Software, Vol. 8, No. 9, pp. 2213–2220, September 2013

  Journal View paper
• 2013Jul

  Improving Fault Prediction using ANN-PSO in Object Oriented Systems

  Kayarvizhy N, Kanmani S, Rhymend Uthariaraj V

  International Journal of Computer Applications, Vol. 73, No. 3, pp. 18–25, July 2013

  Journal View paper
• 2013Mar

  High Precision Cohesion Metric

  Kayarvizhy N, Kanmani S, Rhymend Uthariaraj V

  WSEAS Transactions on Information Science and Applications, Vol. 10, No. 3, pp. 79–89, March 2013

  Journal View paper

• 2011Oct

  Metrics to Capture the Improvement of Security Due to the Usage of Generics in Java

  Kayarvizhy N, Nandita G M, Aruna B S

  International Conference on Computational Techniques and Artificial Intelligence (ICCTAI 2011), Pattaya, Thailand, 7–8 October 2011, pp. 83–85

  Conference View paper
• 2011Jul

  An Automated Tool for Computing Object Oriented Metrics using XML

  Kayarvizhy N, Kanmani S

  International Conference on Advances in Computing and Communications (ACC 2011), Kochi, India; Springer CCIS Vol. 191, pp. 69–79

  Conference View paper
• 2011Apr

  Analysis of Quality of Object Oriented Systems using Object Oriented Metrics

  Kayarvizhy N, Kanmani S

  IEEE 3rd International Conference on Electronic Computer Technology (ICECT 2011), Kanyakumari, India, Vol. 5, pp. 203–206

  Conference View paper
• 2011Mar

  Comparative Analysis of CK Metrics across Object Oriented Languages

  Kayarvizhy N, Kanmani S

  2nd International Conference on Advances in Communication, Network and Computing (CNC 2011), Bangalore, India; Springer CCIS Vol. 142, pp. 397–399

  Conference View paper

• 2010Aug

  An Empirical Analysis of CK Metrics using Java Systems

  Kayarvizhy N

  International Conference on Innovative Research in Engineering and Technology, 12–14 August 2010

  Conference

• 2009Jul

  Evaluation of Suitability of Object Oriented Metrics for C++, Java and C#

  Kayarvizhy N, Kanmani S

  CiiT International Journal of Software Engineering and Technology, Vol. 1, No. 4, pp. 151–155, July 2009

  Journal View paper