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Dr. Radhamani A S

Assistant Professor, Department of Computer Science and Engineering, School of Computing, Nagercoil

Qualification: M.E., Ph.D
as_radhamani@nc.amrita.edu
Orcid Profile
Google Scholar Profile
Scopus Author ID
Research Interest: Networks Security, Medical Sciences and Health Systems with Machine Learning Algorithms

Bio Publications Research Grants FDP / Workshops Talks Delivered Membership Awards Certification  Conferences Attended
Bio

Dr. A. S. Radhamani obtained her B.E. in Electronics and Communication Engineering from Institute of Road and Transport Technology, Erode in the year 1995, her M.E. and Ph.D in Computer Science and Engineering at Manonmanium Sundaranar University, Tirunelveli in 2004 and 2015 respectively. Her strong research interests include Network Automation, Machine learning for Data Science and Machine Learning Algorithms. Dr. A. S. Radhamani has around 24 years of teaching / research experience and has around 50 publications in National, International Conferences and Journals.

Publications

Conference Proceedings

Year : 2024

A competent approach for detecting malicious attacks by intrusion detection system

Cite this Research Publication : Radhamani Aravindhan Sarojini, Jayachitra Tanabalou, Vedha Vinodha Doraiswamy, Parthiban Kunnathur Ganesh, A competent approach for detecting malicious attacks by intrusion detection system , AIP Conference Proceedings, AIP Publishing, 2024, https://doi.org/10.1063/5.0211379

Publisher : AIP Publishing

Year : 2011

Implementation of Cache Fair Thread Scheduling for multi core processors using wait free data structures in cloud computing applications

Cite this Research Publication : A.S. Radhamani, E. Baburaj, Implementation of Cache Fair Thread Scheduling for multi core processors using wait free data structures in cloud computing applications, 2011 World Congress on Information and Communication Technologies, IEEE, 2011, https://doi.org/10.1109/wict.2011.6141313

Publisher : IEEE

Year : 2011

Research on Power Optimization Techniques for Multi Core Architectures

Cite this Research Publication : A. S. Radhamani, E. Baburaj, Research on Power Optimization Techniques for Multi Core Architectures, Communications in Computer and Information Science, Springer Berlin Heidelberg, 2011, https://doi.org/10.1007/978-3-642-22709-7_18

Publisher : Springer Berlin Heidelberg

Journal Article

Year : 2024

Sentiment Analysis of Short Texts Using SVMs and VSMs-Based Multiclass Semantic Classification

Cite this Research Publication : K. Suresh Kumar, A.S. Radha Mani, T. Ananth Kumar, Ahmad Jalili, Mehdi Gheisari, Yasir Malik, Hsing-Chung Chen, Ata Jahangir Moshayedi, Sentiment Analysis of Short Texts Using SVMs and VSMs-Based Multiclass Semantic Classification, Applied Artificial Intelligence, Informa UK Limited, 2024, https://doi.org/10.1080/08839514.2024.2321555

Publisher : Informa UK Limited

Year : 2024

An Optimization Algorithm for Embedded Raspberry Pi Pico Controllers for Solar Tree Systems

Cite this Research Publication : K. Punitha, Akhlaqur Rahman, A. S. Radhamani, Ramakrishna S. S. Nuvvula, Sk. A. Shezan, Syed Riyaz Ahammed, Polamarasetty P. Kumar, Md Fatin Ishraque, An Optimization Algorithm for Embedded Raspberry Pi Pico Controllers for Solar Tree Systems, Sustainability, MDPI AG, 2024, https://doi.org/10.3390/su16093788

Publisher : MDPI AG

Year : 2024

Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm

Cite this Research Publication : Allan J Wilson, Kiran W．S, A.S. Radhamani, A. Pon Bharathi, Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm, Knowledge-Based Systems, Elsevier BV, 2024, https://doi.org/10.1016/j.knosys.2024.112039

Publisher : Elsevier BV

Year : 2024

Spiking Quantum Fire Hawk Network Based Reliable Scheduling for Lifetime Maximization of Wireless Sensor Network

Cite this Research Publication : W. S. Kiran, Allan J. Wilson, A. S. Radhamani, Spiking Quantum Fire Hawk Network Based Reliable Scheduling for Lifetime Maximization of Wireless Sensor Network, Transactions on Emerging Telecommunications Technologies, Wiley, 2024, https://doi.org/10.1002/ett.70019

Publisher : Wiley

Year : 2022

Detection of novel corona virus and related lung diseases from chest x-ray images, Periodico di Mineralodia,

Cite this Research Publication : Radhamani. A. S, Bhagavath Kumar. S, Pavithra.J. P, Reshma.R. S, Thivini.S, Detection of novel corona virus and related lung diseases from chest x-ray images, Periodico di Mineralodia, 91(4), 1404-1418, 2022.

Publisher : Edizioni Nuova Cultura

Year : 2022

A Novel Approach for Initial Centroid Computation in Clustering

Cite this Research Publication : Allan J Wilson, A.S. Radhamani, A Novel Approach for Initial Centroid Computation in Clustering, Research Square Platform LLC, 2022, https://doi.org/10.21203/rs.3.rs-1262725/v1

Publisher : Research Square Platform LLC

Year : 2022

Sentiment lexicon for cross-domain adaptation with multi-domain dataset in Indian languages enhanced with BERT classification model

Cite this Research Publication : K. Suresh Kumar, C. Helen Sulochana, A.S. Radhamani, T. Ananth Kumar, Sentiment lexicon for cross-domain adaptation with multi-domain dataset in Indian languages enhanced with BERT classification model, Journal of Intelligent & Fuzzy Systems, SAGE Publications, 2022, https://doi.org/10.3233/jifs-220448

Publisher : SAGE Publications

Year : 2021

A Survey on 3D Object Recognition

Cite this Research Publication : A. S. Radhamani, A Survey on 3D Object Recognition, International Journal of Pure and Applied Mathematics, 19(16).4259-4267, 2021.

Publisher : Academic Publications

Year : 2021

Performance Evaluation Towards Automatic Building and Road Detection Technique for High-Resolution Remote Sensing Images

Cite this Research Publication : A. S. Radhamani, E. Baburaj, Performance Evaluation Towards Automatic Building and Road Detection Technique for High-Resolution Remote Sensing Images, IETE Journal of Research, Informa UK Limited, 2021, https://doi.org/10.1080/03772063.2021.1893228

Publisher : Informa UK Limited

Year : 2021

Real time flood disaster monitoring based on energy efficient ensemble clustering mechanism in wireless sensor network

Cite this Research Publication : Allan Jenose Wilson, Aravindhan Sarojini Radhamani, Real time flood disaster monitoring based on energy efficient ensemble clustering mechanism in wireless sensor network, Software: Practice and Experience, Wiley, 2021, https://doi.org/10.1002/spe.3019

Publisher : Wiley

Year : 2021

A Hybrid Meta-Heuristic for Optimal Load Balancing in Cloud Computing

Cite this Research Publication : G. Annie Poornima Princess, A. S. Radhamani, A Hybrid Meta-Heuristic for Optimal Load Balancing in Cloud Computing, Journal of Grid Computing, Springer Science and Business Media LLC, 2021, https://doi.org/10.1007/s10723-021-09560-4

Publisher : Springer Science and Business Media LLC

Year : 2021

Proficient approaches for scalability and security in IoT through edge/fog/cloud computing: a survey

Cite this Research Publication : Kumar, K. S., Radhamani, A. S., & Sundaresan, S. "Proficient approaches for scalability and security in IoT through edge/fog/cloud computing: a survey". International Journal of Data Science, 6(1), 33-44, 2021.

Year : 2020

Hybrid Ga-Bso Protocol for QoS Aware Clustering Protocol in Wireless Sensor Networks.

Cite this Research Publication : Wilson, A. J., Radhamani, A. S., & Nishanth, R, Hybrid Ga-Bso Protocol for QoS Aware Clustering Protocol in Wireless Sensor Networks., International Journal of Advanced Research in Engineering and Technology,11(10), 1592-1605, 2020

Year : 2018

A Survey on Air Quality Control Techniques

Cite this Research Publication : R. Viniba, A. S. Radhamani, A Survey on Air Quality Control Techniques, International Journal of Latest Trends in Engineering and Technology, 11(1), 040-043, 2018

Year : 2016

An Automatic Building Detection Technique for High Resolution Remote Sensing Images Using Internal Gray Variance

Cite this Research Publication : P. Shiny Guna, A. S. Radhamani, An Automatic Building Detection Technique for High Resolution Remote Sensing Images Using Internal Gray Variance, International Journal of Advanced Research in Management, Architecture, Technology and Engineering, 2(4), 240-245, 2016.

Year : 2016

Performance Analysis of Homogeneous and Heterogeneous Multicore Processor Using Static and Dynamic Schedulers

Cite this Research Publication : A. S. Radhamani, Performance Analysis of Homogeneous and Heterogeneous Multicore Processor using Static and Dynamic Schedulers, Asian Journal of Information Technology, 15(3).533-541, 2016.

Publisher : Medwell Publications

Year : 2016

Reliability Implication Operations In Heterogeneous Multicore Processors Using Intelligent Methods

Cite this Research Publication : A. S. Radhamani, Reliability Implication Operations In Heterogeneous Multicore Processors Using Intelligent Methods, International Journal of Advanced Engineering Technology,7(1). 597-601, 2016.

Publisher : STT Duta Bangsa

Year : 2014

High performance Power efficient scheduler for Multicore processors in Real Time Applications

Cite this Research Publication : A. S. Radhamani, E. Baburaj.(2014). High performance Power efficient scheduler for Multicore processors in Real Time Applications, International Review on Computers and Software, 9(2), 337-346, 2014

Publisher : Praise Worthy Prize (United States)

Year : 2014

Energy Efficient Framework for heterogeneous Multicore Parallel Processors.

Cite this Research Publication : A. S. Radhamani, E. Baburaj, Energy Efficient Framework for heterogeneous Multicore Parallel Processors., International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, 3(3), 10-16, 2014.

Year : 2014

Energy Efficient Heterogeneous Multicore Cloud Server for Independent Real Time Tasks in Cloud Environment

Cite this Research Publication : A. S. Radhamani, E. Baburaj, Energy Efficient Heterogeneous Multicore Cloud Server for Independent Real Time Tasks in Cloud Environment, Australian Journal of Basic and Applied Sciences, 8(10). 136-144, 2014.

Year : 2014

LOW COMPLEXITY CONSTRAINTS FOR ENERGY AND PERFORMANCE MANAGEMENT OF HETEROGENEOUS MULTICORE PROCESSORS USING DYNAMIC OPTIMIZATION

Cite this Research Publication : Radhamani, LOW COMPLEXITY CONSTRAINTS FOR ENERGY AND PERFORMANCE MANAGEMENT OF HETEROGENEOUS MULTICORE PROCESSORS USING DYNAMIC OPTIMIZATION, Journal of Computer Science, Science Publications, 2014, https://doi.org/10.3844/jcssp.2014.1508.1516

Publisher : Science Publications

Year : 2014

PERFORMANCE EVALUATION OF PARALLEL GENETIC AND PARTICLE SWARM OPTIMIZATION ALGORITHMS WITHIN THE MULTICORE ARCHITECTURE

Cite this Research Publication : A. S. RADHAMANI, E. BABURAJ, PERFORMANCE EVALUATION OF PARALLEL GENETIC AND PARTICLE SWARM OPTIMIZATION ALGORITHMS WITHIN THE MULTICORE ARCHITECTURE, International Journal of Computational Intelligence and Applications, World Scientific Pub Co Pte Lt, 2014, https://doi.org/10.1142/s1469026814500242

Publisher : World Scientific Pub Co Pte Lt

Year : 2013

Performance efficient heterogeneous multi core scheduling strategy based on genetic algorithm.

Cite this Research Publication : Radhamani A. S., Baburaj E, Performance efficient heterogeneous multi core scheduling strategy based on genetic algorithm, ARPN Journal of Engineering and Applied Sciences, 8(1), 26- 37, 2013.

Year : 2013

Network Traffic Monitoring and Control for Multi core processors in cloud computing applications

Cite this Research Publication : Radhamani, A. S., & Baburaj E, Network Traffic Monitoring and Control for Multi core processors in cloud computing applications, International Journal of Computer Information Systems and Industrial Management Applications, 5(20),557- 563,2013.

Research Grants
  1. Received grant from TNSCST for organizing FDP during 2020-2021.
  2. Received grant from Anna University for organizing Online Faculty Development and Training Programme (FDTP) for the subject “EE8591(R2017) – Digital Signal Processing” during summer 2022 session.
  3. Received grant from Naan Mudhalvan- Niral Thiruvizha 2.0 for the proposal submitted to Students’ Project Scheme titled “Developing a smart environmental monitoring and controlling system for perishable fruits” during 2024-2025.
FDP / Workshops
  1. One day Symposium on, “Restaurant Assistant” theme of e-yantra, Indian Institute of Technology, Bombay, 17-02-2016
  2. 12 Day FDP on Recent Trends in Immersive Technology, GCT, Coimbatore, 05-06-2023.
  3. One Week PDP, Implementation of OBE and NEP 2020 , NIITTR, Chennai, 19-12-2022
  4. Scheme of financial assistance for setting up of Electronics and ICT Academies, Ministry of Electronics and Information Technology (MeitY), Government of India, 14-02-2022.
  5. Online Training Programme on cyber security, Online Training Programme, 27-09-2021
  6. Three days International FDP   on Disruptive Technologies, Sri Krishna College of Technology, Coimbatore, 14-12-2022.
  7. Three Days FDP on Grid and Cloud Computing, KLN college of Information Technology, 11-05-2016.
  8. Symposium Introduction to Robotics, Mepco Schlenk Engineering College, Sivakasi, 29-06-2015.
  9. One Day Workshop on VLSI Design & Tools, Rohini College of Engg. & Technology, Anjugramam, 23-01-2014.
  10. National Level Workshop on Multi Objective Optimization using Evolutionary Algorithm , Sun College of Engg & Technology, Erachakulam, 24-09-2012.
  11. Hands on Training Programme on Network Research using Qualnet. Sun College of Engg & Technology, Erachakulam, 21-09-2012.
  12. FDP on Recent Trends in Computers and Communication, Sun College of Engg & Technology, Erachakulam, 16-06-2011.
  13. Technical Seminar on SAP & Linux Administration, Sri Vidya College of Engg & Technology, Viruthu Nagar, 05-03-2010.
  14. Recent Trends and Advancement in Bio Medical Image Processing, Ultra College of Engg for Women, Madurai, 27-11-2009.
  15. Training Programme on Instructional Design and Delivery Systems, NITTTR, Chennai, 13-09-2008.
  16. AICTE sponsored SDP on Modern Trends in Antenna Theory and Design, Jeyamatha Engineering College, Aralvoimozhi, 20-05-2009.
  17. Two Day Workshop on Recent trends and Research, Thiagarajar College of Engineering Madurai, 30-08-2018.
  18. National Cyber Defence Summit’17 , BITS Pilani ,Goa Campus, 15-12-2017.
  19. Big Data Analytics Hadoop, MIT, Anna University, 11-11-2017.
  20. Scope for R & D Projects and Proposal Preparation, Anna University , Chennai, 12-05-2017.
  21. Short Term Course on Realization of IoT using Raspberry Pi, National Institute of Technology, Trichy, 14-03-2024.
  22. PIC based Embedded System Design, Sun College of Engg & Technology, Erachakulam, 29-02-2012.
  23. Workshop on Advanced Research in NS2, Sun College of Engg & Technology, Erachakulam, 16-07-2011.
  24. VLSI Design Methodology and Tools, DMI College of Engg, Aralvoimozhi, 17-12-2011.
  25. Invited Talk on Cloud Computing, Sun College of Engg & Technology, Erachakulam, 20-08-2011.
  26. Workshop on Micro Electro-Mechanical Systems, NIT, Trichy, 31-08-2009.
Talks Delivered

Research Talks Delivered 

  • Presented a Research Talk on “How to write and publish papers in a reputed Journals during November 2023, for the faculty members of Amrita College of Engineering and Technology.

Invited Talks

  • Served as Resource Person in AICTE Training And Learning (ATAL) Academy Faculty Development Program on Big data analytics for Smart Grid at SCAD COLLEGE OF ENGINEERING AND TECHNOLOGY from 05/08/2024 to 10/08/2024.
Membership
  1. Institutions of Engineers (IE) – Associate Member (AM1621680 )
  2. Indian Society for Technical Education (MISTE) – (LM 63190 )
  3. Association for Computing Machinery (ACM) – (8721323)
Awards
  1. NPTEL Discipline Stars Award 2025
  2. Received “Faculty Excellence Award” from SNS Institutions, Coimbatore on 27th December 2024.
  3. Received “Best Researcher” award for the academic year 2023-2024 from Amrita College of Engineering and Technology.
Certification 

NPTEL Certifications: 

  1. Introduction to Modern Application Development, Jul.-Sep.2017
  2. 2.Privacy and Security in Online Social Media, Jan.-Apr. 2019
  3. Cloud Computing, Feb.- Apr.2019
  4. Microprocessors and Interfacing, Jan.-Apr. 2022
  5. Microprocessors and Microcontrollers, Jan.-Apr. 2022
  6. Outcome based Pedagogic Principles for effective Teaching, Feb.-Mar. 2023
  7. Python for Data Science, Jan.-Mar.2024
  8. 8.Data Science for Engineers, Jan.-Mar.2024
  9. Introduction To Machine Learning, Jul.-Sep.2014
  10. 10.Machine Learning and Deep Learning – Fundamentals and Applications, Jul.-Sep.2014
Conferences Attended
  1. Abirami, A. S. Radhamani, Intelligent Monitoring and Controlling of Smart Cities Using IoT, International Conference on Recent Innovations in Computer & Communication organized by Department of Computer Science & Engineering, Rohini College of Engineering & Technology, Anjugramam, March 2020
  2. R. Viniba, A.S. Radhamani, Survey on Attribute Based Encryption for Wireless Body Area Networks. National Conference on Innovative Computing Techniques and Applications, VVCOE, Tisaiyanvilai. Feb.2019
  3. Jenifer, A. S. Radhamani, A Novel Thermal Energy Storage System in Smart Building Based on Phase Change National Conference on Innovative Computing Techniques and Applications, VVCOE, Tisaiyanvilai.March 2018
  4. Jefrin, A. S. Radhamani, Gaussian Bayesian Model to Spot Spatio Temporal Causalities for Pollution Supported Urban Big Data National Conference on Innovative computing Techniques and Applications, VVCOE, Tisaiyanvilai. March 2018
  5. Jefrin, A. S. Radhamani, Unique Spatio Temporal Causal Pathways for Air Impurity with Urban Big Data International Conferences on Recent Advances In Energy Efficient Computing and Communication, St Xaviers Catholic College of Engineering, Nagercoil.March 2018
  6. Jenifer, A. S. Radhamani, Big Data Analytics To Determine Electricity Phase in Smart Grid International Conferences on Recent Advances In Energy Efficient Computing and Communication, St Xaviers Catholic College of Engineering, Nagercoil.March 2018
  7. B. Bency Evelin, A. S. Radhamani, Learning Object Models Through Simultaneous Recognition and Modelling International Conference on System Design and Computing PET Engineering College, Valliyur, March 2017
  8. R. Sajeetha, A.S. Radhamani, Survey on Learning Analytics and Data Mining International Conference on System Design and Computing ICSDC 2k17, VVCOE, Tisaiyanvilai, March 2017
  9. B. Bency Evelin, A. S. Radhamani, Simultaneous Object Recognition and Modelling International Conference on Research Vogues in Information and Communication Technologies, DMI Engineering College, Aralvaimozhi.Feb. 2017
  10. P. Shiny Guna, A.S. Radhamani, A Survey on Image Processing to Extract Buildings from High Resolutions Satellite Imges National Conference on Innovative Computing Techniques and Applications, VVCOE, Tisaiyanvilai. March 2016
  11. A.S. Radhamani, High Performance and Power Efficient Scheduler for Multicore Server in Cloud International Conference on Computer and Communication, DMI College of Engineering, Aralvoimozhi. Feb. 2015
  12. A.S. Radhamani, Energy Efficient Framework for Heterogeneous Multicore Parallel Processors, International Conference on Signal Processing Embedded System and Communication Technologies and their Applications for Sustainable and Renewable Energy, St. Xaviers Catholic College of Engineering, Nagercoil, April 2014
  13. A.S. Radhamani, Optimization of Reversible Water Marking by a Linear Predictor, First National Conference on Emerging Trends in Electronics And Communication Techniques, Sun College of Engineering and Technology, Erachakulam, Oct. 2012
  14. A.S. Radhamani, Performance of Cache Fair Thread Scheduling for MultiProcessor Using Wait Free Structure, National Conference on Role of Cloud Computing Environ- ment in Green Communication, Sun College of Engineering and Technology, Erachakulam Feb. 2012
  15. A.S. Radhamani, Implementation of Cache Fair Thread Scheduling for Multi- core Processors Using Wait Free Data Structures In Cloud Computing Applications World Congress on information and Communication Technologies, IEEE Mumbai Dec. 2011
  16. A.S. Radhamani, Research on Power Optimization Techniques for Multi Core Architectures, International Conference on Advances in Computing and Communications, Rajagiri School of Engineering, Kochin. July 2011
  17. A.S. Radhamani, Performance Analysis Wireless Hart and IEEE 802.15.4 in Real Time Industrial, Automation, 2nd International Conference on Intelligent Science and Technology, Sun College of Engineering and Technology, Erachakulam, March 2010
  18. A.S. Radhamani, Supervised Learning of Image Restoration with Convolutional Networks, International Conference on Intelligent Science and Tech- nology, Sun College of Engineering and Technology, Erachakulam,June 2009.
  19. A.S. Radhamani, Multi Resolution Based Digital Image Restoration, National Conference on Re- cent Advances in Communication, Sun College of Engineering and Technology, Erachakulam, April 2008
  20. A.S. Radhamani, Advanced Image Restoration Using Neural Networks Second National Conference on Emerging Trends in Communication and Information Technology, Sun College of Engineering and Technology, Erachakulam, Jan. 2006.
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