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Dr. Bagavathi C.

Assistant Professor (Sr.Gr) , School of Computing ,Coimbatore

Qualification: M.Tech, Ph.D
c_bagavathi@cb.amrita.edu
Google Scholar Profile

Bio

Dr. Bagavathi C is currently working as an Assistant Professor (Sr.Gr) in the School of Computing at Amrita Vishwa Vidyapeetham, Coimbatore campus. She received her Ph.D. from Anna University, Chennai in July 2022. Her doctoral work was to design a Hybrid Evolutionary Feature Selection Framework for Texture Image Classification. She has many distinguished academic records to her credit, including a First Class with Distinction in M.Tech in VLSI Design from Amrita School of Engineering, Coimbatore. She qualified for GATE ECE in the year 2010, 2015 and 2020. She has 7 years of teaching experience and 3 years of research experience.
Dr. Bagavathi C is working in the research areas of Evolutionary algorithms, Computational Intelligence and Image Analysis. She has published many papers and book chapters in peer-reviewed international journals and conference proceedings.  She serves as a reviewer for several reputed international journals. She has delivered guest lectures in reputed academic institutions.

Publications

Journal Article

Year : 2021

Enhanced Texture Classification through Feature Compaction using Dihybrid Bio-inspired Computation (DBIC) techniques

Cite this Research Publication : Bagavathi C and Saraniya O,“Enhanced Texture Classification through Feature Compaction using Dihybrid Bio-inspired Computation (DBIC) techniques”, Concurrency and Computation: Practice and Experience, Vol 33, No. 24, 2021

Publisher : Concurrency and Computation: Practice and Experience

Year : 2018

A Novel Systolic Architecture design for Image Processing

Cite this Research Publication : Bagavathi C and Saraniya O,“A Novel Systolic Architecture design for Image Processing”, International Journal of Science and Innovative Engineering & Technology, Volume 2, May 2018.

Publisher : International Journal of Science and Innovative Engineering & Technology

Year : 2016

Area and Delay Optimization of Binary Common Sub-Expression Elimination Constant Multiplier

Cite this Research Publication : Viju RJ, Bagavathi C “Area and Delay Optimization of Binary Common Sub-Expression Elimination Constant Multiplier”, International Journal of Advanced Research in Biology, Engineering Science and Technology, March 2016.

Publisher : International Journal of Advanced Research in Biology, Engineering Science and Technology

Year : 2015

Performance Evaluation of Genetic Algorithm on Scheduling Systolic Processors

Cite this Research Publication : Bagavathi C, “Performance Evaluation of Genetic Algorithm on Scheduling Systolic Processors”, International Journal of Advanced Research in Electronics and Communication Engineering, Vol. 4, Issue 12, December 2015.

Publisher : International Journal of Advanced Research in Electronics and Communication Engineering

Year : 2014

Advanced Biometric Authentication System in Two Wheeler

Cite this Research Publication : G Iswarya, M Baranidharan, Bagavathi C, R. Rajaprabha, “Advanced Biometric Authentication System in Two Wheeler”, International Journal of Engineering Science and Innovation Technology (IJESIT), ISSN 2319-5967, Vol. 3, No. 1, pp 152 – 158, January 2014.

Publisher : IJESIT

Year : 2014

Microcontroller based MODBUS Protocol Converter using PIC 17C756

Cite this Research Publication : V Sangeetha, V Vinothini, R Suganya, R Rajaprabha, C Bagavathi, “Microcontroller based MODBUS Protocol Converter using PIC 17C756”, International Journal of New Trends in Electronics and Communication (IJNTEC ISSN: 2347 – 7334), Vol. 2, No. 1, January 2014

Publisher : IJNTEC

Year : 2014

Secure watermark detection in compressive sensed domain

Cite this Research Publication : Bagavathi C and Brindha R “Secure watermark detection in compressive sensed domain”, International Journal of Modern Sciences and Engineering Technology (IJMSET), ISSN 2349 – 3755, Vol. 1, Issue 7, 2014.

Publisher : IJMSET

Year : 2014

A Power Efficient MAC Protocol for Quality of Service Evaluation in Wireless Sensor Networks

Cite this Research Publication : Madan Mohan K, Bagavathi C and Shalini K “A Power Efficient MAC Protocol for Quality of Service Evaluation in Wireless Sensor Networks”, International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering ISSN 2321-2004, Vol. 2, issue 11, November 2014.

Publisher : International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering

Year : 2013

Nanotransistors from metal and metalloid compound nanotubes

Cite this Research Publication : Bagavathi C “Nanotransistors from metal and metalloid compound nanotubes” International Journal of Scientific and Engineering Research (IJSER), ISSN 2229-5518, Vol. 4, Issue 2, February 2013.

Publisher : IJSER

Year : 2013

Evolutionary Algorithms for Low power Test Pattern Generator

Cite this Research Publication : Bagavathi C “Evolutionary Algorithms for Low power Test Pattern Generator”, International Journal of Computer Applications (IJCA), ISSN 0975-888, Vol. 66, No. 7, pp 12 – 16, March 2013.

Publisher : IJCA

Year : 2013

Hardware Implementation of E-Nose in Arm-7 Board through Neural Networks

Cite this Research Publication : Bagavathi C, Moorthilingham J “Hardware Implementation of E-Nose in Arm-7 Board through Neural Networks”, International Journal of Computer Applications (IJCA), ISSN 0975-888, Vol. 73, No. 13, pp 33 – 37, July 2013.

Publisher : IJCA

Year : 2013

Evolution of Reconfigurable based algorithms for Bioinformatics applications – An Investigation

Cite this Research Publication : A Surendar, M Arun and C. Bagavthi “Evolution of Reconfigurable based algorithms for Bioinformatics applications – An Investigation”, International Journal of Life Science and Pharma Research, ISSN 2250 – 3137, Paper Reference number: IJLBPR – A0275, October 2013

Publisher : IJLBPR

Year : 2012

Theoretical study on Carbon and Gallium Nitride Nanotubes based on Spin

Cite this Research Publication : Bagavathi C and Narayanan kutty K A, “Theoretical study on Carbon and Gallium Nitride Nanotubes based on Spin” International Journal of Nanotechnology and Applications (IJNA), ISSN 0973-631X, Vol.6, No.1, pp. 23 – 41, April 2012.

Publisher : IJNA

Year : 2012

Gallium Nitride Nanotube and its Application as Transistors

Cite this Research Publication : Bagavathi C and Narayanan kutty K A, “Gallium Nitride Nanotube and its Application as Transistors”, International Journal of Computer and Applications (IJCA), ISSN 0975-888, Vol. 47, No. 14, pp 39 – 44, June 2012.

Publisher : IJCA

Conference Paper

Year : 2022

Hardware software co-simulation of watermarking algorithm for image processing applications

Cite this Research Publication : S. Padmapriya, C. Bagavathi, Jagadeeswari M “Hardware software co-simulation of watermarking algorithm for image processing applications”, 8th International Conference on Advanced Computing and Communication Systems, Sri Eshwar College of Engineering, Coimbatore, March 2022

Publisher : Sri Eshwar College of Engineering

Year : 2022

Analysis of Parameterless Particle Swarm Algorithm for Traveling Salesman Problem

Cite this Research Publication : C. Bagavathi, S. Padmapriya, H. Mangalam, “Analysis of Parameterless Particle Swarm Algorithm for Traveling Salesman Problem”, IEEE International Conference on Advanced Computing Technologies and Applications (ICACTA 2022), Sri Krishna College of Engineering and Technology, Coimbatore, March 2022.

Publisher : ICACTA

Year : 2022

Novel Epileptic Detection System using Portable EMG-based Assistance

Cite this Research Publication : C. Bagavathi, Suvitha M, Swathi M Nair and Sruthi R, “Novel Epileptic Detection System using Portable EMG-based Assistance”, IEEE International Conference on Applied Artificial Intelligence and Computing (ICAAIC), pp. 1762-1765, May 2022.

Publisher : ICAAIC

Year : 2021

Machine Learning for Interpretation of Brain Images: A Detailed Analysis through survey

Cite this Research Publication : Bagavathi C “Machine Learning for Interpretation of Brain Images: A Detailed Analysis through survey” International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), pp 48-53, February 2021.

Publisher : ICCCIS

Year : 2021

A Complete Analysis on Classification Strategies for Class Imbalanced datasets

Cite this Research Publication : C. Bagavathi, S. Jothi Lakshmi and S. Bhavani, “A Complete Analysis on Classification Strategies for Class Imbalanced datasets”, International Conference on Electrical, Electronics and Communication Technology (ICEECT 2021), August 2021.

Publisher : ICEECT

Year : 2020

Comparison of Swarm Optimization And Memetic Algorithm For Systolic Mapping Of Texture Analysis

Cite this Research Publication : Bagavathi C, Dhivya devi R, Siddharthraju K, Dinesh P, “Comparison of Swarm Optimization And Memetic Algorithm For Systolic Mapping Of Texture Analysis” International Conference on Advances in Computing, Communication, Automation and Biomedical Technology (ICACCABT 2020), December 2020.

Publisher : ICACCABT

Year : 2019

Hardware Designs for Histogram of Oriented Gradients in Pedestrian Detection: A Survey

Cite this Research Publication : Bagavathi C and Saraniya O “Hardware Designs for Histogram of Oriented Gradients in Pedestrian Detection: A Survey” in Fifth International Conference on Advanced Computing and Communication Systems, March 15 – 16, 2019.

Publisher : Fifth International Conference on Advanced Computing and Communication Systems

Book Chapter

Year : 2021

Classification by learning of wavelet and texture features

Cite this Research Publication : Bagavathi C and Saraniya O, “Classification by learning of wavelet and texture features” in Advances in Smart System Technologies, Advances in Intelligent Systems and Computing, Springer Singapore, pp 595 – 601, 2021.

Publisher : Springer

Year : 2020

Statistical Descriptors based Image Classifications of Textural Images

Cite this Research Publication : Bagavathi C and Saraniya O, “Statistical Descriptors based Image Classifications of Textural Images” in Advances in Electrical and Computer Technologies, Springer, Singapore, pp 937 – 944, September 2020.

Publisher : Springer

Year : 2019

Evolutionary Mapping Techniques for Systolic Computing System

Cite this Research Publication : Bagavathi C and Saraniya O, “Evolutionary Mapping Techniques for Systolic Computing System” in Deep Learning and Parallel computing for Bio-Engineering Systems , Chapter 13, pp 207 – 223, August 2019.

Publisher : Elsevier Academic Press

Reviewer for Journals
  • The Journal of Supercomputing, Springer
  • IEEE Transactions on Systems, Man, and Cybernetics: Systems
  • IET Image Processing
  • Soft computing
  • International Journal of Bioinformatics and Intelligent Computing
  • Frontiers in Bioengineering and Biotechnology
Guest Lectures/Talks
  1. Delivered an Online Faculty Development session on “Data science and Machine Learning in Python” organized by Edudevs and Amrita Vishwa Vidyapeetham University on 12.05.2023. 
  2.  Delivered a Guest Lecture on “Computer Vision using Python” in FDP on Research Challenges in Signal and Image Processing, Conducted by Teaching Learning Centre, Government College of Technology, Coimbatore on 25.02.2020. 
  1. Delivered a Guest Lecture on “Stroke Detection and Medical Image Analysis” in Department of ECE, Sri Krishna College of Technology on 05.10.2017.
Proposals submitted
  • Submitted a proposal titled “Ensemble Evolutionary Algorithmic framework for convolutional Neural Network Architecture and Hyperparameter search” for SERB-Startup research grant, March 2023. 
  • Submitted a proposal titled “Neuroevolutionary Graph Networks for complex recommendation systems involving multiple factors” for ICCSR Major project scheme, October 2022 
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