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Dr. Radha D.

Assistant Professor (Sl. Gd.), Department of Electronics and Communication Engineering, School of Engineering, Bengaluru

Qualification: BE, M.Tech.
d_radha@blr.amrita.edu
Research Interest: Architecture, Deep Learning, Embedded Systems, High Performance Computing, Image Processing And Computer Vision, Machine Learning

Bio Publications Invited Talk / Guest Lecture
Bio

Dr. Radha D. currently serves as Assistant Professor (Sl. Gd.), Department of Electronics and Communication Engineering, School of Engineering, Bengaluru. She is currently pursuing Ph.D in the area of High Performance Processing in Many core Architecture. Having nearly 20+ years of teaching experience and 7+ years of research experience. Published 25+ papers in reputed conferences and journals. Resource person for faculty development programs within Amrita, AICTE Programs and School teachers and invited talk for other College students.

Education

Year of Passing Degree Name of the Board/University
2007 M. Tech. in CSE Dr. MGR University
1997 B. E. in CSE Madurai Kamaraj Univeristy
Publications

Conference Paper

Year : 2022

Analysis of Ensemble of Machine Learning Algorithms for Detection of Parkinson’s Disease

Cite this Research Publication : G. Tallapureddy and D. Radha, "Analysis of Ensemble of Machine Learning Algorithms for Detection of Parkinson's Disease," 2022 International Conference on Applied Artificial Intelligence and Computing (ICAAIC), 2022, pp. 354-361, doi: 10.1109/ICAAIC53929.2022.9793048

Publisher : 2022 International Conference on Applied Artificial Intelligence and Computing (ICAAIC) IEEE

Year : 2022

Diabetic Retinopathy Detection Using Deep Learning Models

Cite this Research Publication : Kanakaprabha, S., Radha, D., Santhanalakshmi, S. (2022). Diabetic Retinopathy Detection Using Deep Learning Models. In: Karuppusamy, P., García Márquez, F.P., Nguyen, T.N. (eds) Ubiquitous Intelligent Systems. ICUIS 2021. Smart Innovation, Systems and Technologies, vol 302. Springer, Singapore. https://doi.org/10.1007/978-981-19-2541-2_7

Publisher : International Conference on Ubiquitous Computing and Intelligent Information Systems, ICUIS 2021, Springer, Singapore

Year : 2021

Analysis of COVID-19 and Pneumonia Detection in Chest X-Ray Images using Deep Learning

Cite this Research Publication : Kanakaprabha, S. and D. Radha, "Analysis of COVID-19 and Pneumonia Detection in Chest X-Ray Images using Deep Learning," 2021 International Conference on Communication, Control and Information Sciences (ICCISc), 2021, pp. 1-6, doi: 10.1109/ICCISc52257.2021.9484888

Publisher : 2021 International Conference on Communication, Control and Information Sciences (ICCISc), IEEE

Year : 2021

Smart Trash Segregator Using Deep Learning on Embedded Platform

Cite this Research Publication : Mahakalkar, N.A., D., R. (2021). Smart Trash Segregator Using Deep Learning on Embedded Platform. In: Haldorai, A., Ramu, A., Mohanram, S., Chen, MY. (eds) 2nd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing. EAI/Springer Innovations in Communication and Computing. Springer, Cham. https://doi.org/10.1007/978-3-030-47560-4_34

Publisher : EAI/Springer Innovations in Communication and Computing

Year : 2020

Implementation and Testing of a Blockchain based Recruitment Management System

Cite this Research Publication : Dhanala, N. S., & Radha, D. (2020). Implementation and testing of a blockchain based recruitment management system. Paper presented at the Proceedings of the 5th International Conference on Communication and Electronics Systems, ICCES 2020, 583-588. doi:10.1109/ICCES48766.2020.09138093.

Publisher : IEEE

Year : 2019

Smart Phone as a Controlling Device for Smart Home using Speech Recognition

Cite this Research Publication : S. Bajpai and Radha D., “Smart Phone as a Controlling Device for Smart Home using Speech Recognition”, International Conference on Communication and Signal Processing – ICCSP’ 19 . Melmaruvathur, Tamilnadu, India, 2019.

Publisher : International Conference on Communication and Signal Processing – ICCSP’ 19

Year : 2018

Effectual Training for Object Detection Using Eye Tracking Data Set

Cite this Research Publication : S. Vishwakarma, Radha D., and Amudha J., “Effectual Training for Object Detection Using Eye Tracking Data Set”, in 2018 International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2018.

Publisher : 2018 International Conference on Inventive Research in Computing Applications

Journal Article

Year : 2020

Simulatıon of Autonomous Quadcopter

Cite this Research Publication : P. Anantha Pa Vaishnavi, Katuri, V., Bhargav, K. Sai, and Radha D., “Simulatıon of Autonomous Quadcopter”, International Journal of Advanced Science and Technology, vol. 29, no. 7, pp. 10974-10984, 2020.

Publisher : International Journal of Advanced Science and Technology,

Year : 2020

Multi-Core Architecture and Network on Chip: Applications and Challenges

Cite this Research Publication : M. N. V. Sesha Saiteja, K Reddy, S. Sumanth, Radha D., and Moharir, M., “Multi-Core Architecture and Network on Chip: Applications and Challenges”, Journal of Computational and Theoretical Nanoscience, vol. 17, no. 1, pp. 239–245, 2020.

Publisher : Journal of Computational and Theoretical Nanoscience, American Scientific Publishers

Year : 2019

Analysis of factors affecting thresholds of cache-miss packet transmission in a NOC based many-core architecture

Cite this Research Publication : M. N. V. Sesha Saiteja, K Reddy, S. Sumanth, K Kumar, P., and Radha D., “Analysis of factors affecting thresholds of cache-miss packet transmission in a NOC based many-core architecture”, International Journal of Scientific and Technology Research, vol. 8, no. 10, 2019.

Publisher : International Journal of Scientific and Technology Research,

Year : 2019

Analysis of Human gene – Disease association as a Social network

Cite this Research Publication : A. R. Doke, Garla, N., and Radha D., “Analysis of Human gene - Disease association as a Social network”, International Journal of Advanced Trends in Computer Science and Engineering, vol. 8, no. 4, 2019.

Publisher : International Journal of Advanced Trends in Computer Science and Engineering

Year : 2018

Analysis and visualization of airport network to strengthen the economy

Cite this Research Publication : P. Saleena, Swetha, P. K., and Radha D., “Analysis and visualization of airport network to strengthen the economy”, International Journal of Engineering and Technology(UAE), vol. 7, pp. 708-713, 2018.

Publisher : International Journal of Engineering and Technology(UAE)

Year : 2015

Design of an Economic Voice Enabled Assistive System for the Visually Impaired

Cite this Research Publication : D. .Radha and Amudha, J., “Design of an Economic Voice Enabled Assistive System for the Visually Impaired”, International Journal of Applied Engineering Research, vol. 10, pp. 32711–32721, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Analysis of fuzzy rule optimization models

Cite this Research Publication : A. J., Radha D., and S., S., “Analysis of fuzzy rule optimization models”, International Journal of Engineering and Technology, vol. 7, pp. 1564-1570, 2015.

Publisher : International Journal of Engineering and Technology, Engg Journals Publications

Year : 2014

Study of Measuring Dissimilarity between Nodes to Optimize the Saliency Map

Cite this Research Publication : Radha D., Amudha, J., and Jyotsna C, “Study of Measuring Dissimilarity between Nodes to Optimize the Saliency Map”, Int.J.Computer Technology & Applications, vol. 5, no. 3, pp. 993-1000, 2014.

Publisher : Int.J.Computer Technology Applications

Year : 2013

Detection of Unauthor- ized Human Entity in Surveillance Video

Cite this Research Publication : Radha D. and Amudha J., “Detection of Unauthor- ized Human Entity in Surveillance Video”, International Journal of Engineering and Technology (IJET), vol. 5, no. 3, pp. 3101-3108, 2013.

Publisher : International Journal of Engineering and Technology (IJET),

Year : 2013

Detection of unauthorized human entity in surveillance video

Cite this Research Publication : Radha D. and Amudha, J., Ramyasree P, Ravindran Ranju, Shalini S, “Detection of Unauthorized Human Entity in Surveillance Video”, International Journal of Engineering and Technology (IJET), vol. 5, no. 3, pp. 3101-3108, 2013.

Publisher : International Journal of Engineering and Technology (IJET)

Conference Proceedings

Year : 2020

Detection and Analysis of Congestion of Nodes in Many-Core Processor

Cite this Research Publication : N. Jude C. Abraham and Radha D., “Detection and Analysis of Congestion of Nodes in Many-Core Processor”, First International Conference on Sustainable Technologies for Computational Intelligence Advances in Intelligent Systems and Computing. Springer Singapore, Singapore, 2020.

Publisher : First International Conference on Sustainable Technologies for Computational Intelligence Advances in Intelligent Systems and Computing, Springer Singapore

Year : 2019

Implementation and Analysis of Adaptive Odd-Even Routing in Booksim 2.0 Simulator

Cite this Research Publication : J. Marri, Manishankar, S., Radha D., and Moharir, M., “Implementation and Analysis of Adaptive Odd-Even Routing in Booksim 2.0 Simulator”, International Conference on Communication and Electronics Systems [ICCES 2019]. PPG Institute of Technology, Coimbatore, 2019.

Publisher : International Conference on Communication and Electronics Systems [ICCES 2019]. PPG Institute of Technology

Year : 2019

Detection of weed using visual attention model and SVM classifier

Cite this Research Publication : M. Aparna and Radha D., “Detection of weed using visual attention model and SVM classifier”, Lecture Notes in Computational Vision and Biomechanics, vol. 30. Springer Netherlands, pp. 243-253, 2019.

Publisher : Lecture Notes in Computational Vision and Biomechanics

Year : 2019

Analysis of Explicit Parallelism of Image Preprocessing Algorithms–-A Case Study

Cite this Research Publication : S. Raguvir and Radha D., “Analysis of Explicit Parallelism of Image Preprocessing Algorithms–-A Case Study”, in Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB), Cham, 2019.

Publisher : Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB), Springer International Publishing,

Year : 2017

Optimization of Rules in Neuro-Fuzzy Inference Systems

Cite this Research Publication : Amudha J. and Radha D., “Optimization of Rules in Neuro-Fuzzy Inference Systems”, International Conference on Computational Vision and Bio-inspired Computing (ICCVBIC 2017). Inventive Research Organization and RVS Technical Campus, Coimbatore, 2017.

Publisher : International Conference on Computational Vision and Bio-inspired Computing

Year : 2017

Effectual Training For Object Detection Using Eye Tracking Data Set

Cite this Research Publication : , Radha D., and Amudha J., “Effectual Training For Object Detection Using Eye Tracking Data Set”, 2nd International conference on Inventive Computation Technologies(ICICT-2017). Coimbatore, 2017.

Publisher : 2nd International conference on Inventive Computation Technologies(ICICT-2017)

Year : 2017

Centrality Measures to Analyze Transport Network for Congestion Free Shipment

Cite this Research Publication : Radha D. and Kavikuil, K., “Centrality Measures to Analyze Transport Network for Congestion Free Shipment”, 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS-2017). R.V. College of Engineering, Bengaluru, 2017.

Publisher : 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution.

Year : 2017

A Case Study on Social Network Analysis: Thesaurus Book

Cite this Research Publication : Radha D. and Nithia, K. P. T., “A Case Study on Social Network Analysis: Thesaurus Book”, 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS-2017). R.V. College of Engineering, Bengaluru, 2017.

Publisher : 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution

Year : 2016

Analysis and visualization of social media networks

Cite this Research Publication : A. Malathi and Radha D., “Analysis and visualization of social media networks”, 2016 International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS). IEEE, Bengaluru, India, 2016.

Publisher : 2016 International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), IEEE,

Year : 2015

Comparative Study of Visual Attention Models with Human Eye Gaze in Remote Sensing Images

Cite this Research Publication : Amudha J., Radha D., and Deepa, A. S., “Comparative Study of Visual Attention Models with Human Eye Gaze in Remote Sensing Images”, Proceedings of the Third International Symposium on Women in Computing and Informatics. ACM, New York, NY, USA, 2015.

Publisher : Proceedings of the Third International Symposium on Women in Computing and Informatics

Year : 2012

Video Shot Detection using Saliency Measure

Cite this Research Publication : J. Amudha, Radha, D., and NareshKumar, P., “Video Shot Detection using Saliency Measure”, International Journal of Computer Applications, vol. 45, pp. 17–24, 2012.

Publisher : International Journal of Computer Applications

Invited Talk / Guest Lecture
  • Delivered a SDP session on ” Web Development using Python using Django Web Framework on 23rd Novembber 2020.
  • Delivered an expert talk in the session “Introduction to Android, Fundamentals of Android” on 14th August 2020, 4th September 2020, 25th September 2020, for AICTE Sponsored 3 phases of 6 Days Online STTP on “Python and Mobile Application Development” Organised by HKBK College of engineering in association with AICTE.
  • Delivered a session in the “Artificial Intelligence & Python Programming” Workshop sponsored by Bangalore Sahodaya Schools Complex in association with Amrita School of Engineering, Bengaluru held on 24th and 25th May 2019.
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