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Dr. Sountharrajan S.

Professor, Department of Computer Science and Engineering, School of Computing, Chennai

Qualification: Ph.D., M.Tech. B.E.
s_sountharrajan@ch.amrita.edu
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Research Interest: Quantum Computing & Quantum Algorithms, Artificial Intelligence & Data Science, High Performance Computing (HPC), Big Data Analytics, Machine Learning, Cloud Computing

Bio Publications Qualifications Experience Awards Course Project Workshop Research
Bio

Dr. S. Sountharrajan currently serves as Professor and PGP Co-chair at the Department of Computer Science and Engineering, School of Computing, Amrita Vishwa Vidyapeetham, Chennai.

He has more than 20 years of Teaching and Research Experience. He has published 42+ Research Articles in Peer-reviewed International Journals (SCI, SCIE, and Scopus indexed journal) with the highest Impact Factor of 5.0, 10 Books and 20 Book Chapters. In addition to that, he has filed 1 Indian Patents and attended various International Conferences, Faculty Development programs, Workshops, and Training Programs. Presently, he is an Active Reviewer for many journals.

Publications

Conference Paper

Year : 2025

Similia Suite: An AI-Driven Electronic Record Management System for Homeopathic Hospital Administration

Cite this Research Publication : Y Venkata Krishna Vivek, Inian Kaviyanban A V, T Senthilkumar, Mukesh S, Ambiga, P. Subathra, K. Somasundaram, Sountharrajan S, Similia Suite: An AI-Driven Electronic Record Management System for Homeopathic Hospital Administration, 2025 International Conference on Inventive Computation Technologies (ICICT), IEEE, 2025, https://doi.org/10.1109/icict64420.2025.11004656

Publisher : IEEE

Year : 2024

Pneumonia Detection Using Chest X-Rays: A Comprehensive Review

Cite this Research Publication : Sangapu Sreenivasa Chakravarthi, Shaik Nagoor Meeravali, Mohammad Aazmi Irfan, S. Sountharrajan, E. Suganya, Pneumonia Detection Using Chest X-Rays: A Comprehensive Review, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland, 2024, https://doi.org/10.1007/978-3-031-69982-5_22

Publisher : Springer Nature Switzerland

Year : 2024

Deep Intelligent System for Precise Coin Identification

Cite this Research Publication : S. Sreenivasa Chakravarthi, Jaiadityan S, Sree Neha P, Yeshwanth A, Sreeman R, S. Sountharrajan, Deep Intelligent System for Precise Coin Identification, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10543798

Publisher : IEEE

Year : 2024

Ensembled Learning for Detecting Fraudulent Online Transactions

Cite this Research Publication : S Sreenivasa Chakravarthi, Bandaru Rohan Satya Balaji, Manne Naga Chandra Sekhar Chowdhary, S Sountharrajan, Ensembled Learning for Detecting Fraudulent Online Transactions, 2024 5th International Conference on Innovative Trends in Information Technology (ICITIIT), IEEE, 2024, https://doi.org/10.1109/icitiit61487.2024.10580283

Publisher : IEEE

Year : 2024

Enhancing Cartoonification using GAN Learning

Cite this Research Publication : Sreenivasa Chakravarthi Sangapu, S. V. S. Manogna, S. Sountharrajan, E. Suganya, Enhancing Cartoonification using GAN Learning, 2024 IEEE International Conference for Women in Innovation, Technology & Entrepreneurship (ICWITE), IEEE, 2024, https://doi.org/10.1109/icwite59797.2024.10502522

Publisher : IEEE

Year : 2024

Intrusion Detection System Trends: An Overview of Current Advances in IoV & Communication Networks

Cite this Research Publication : Sangapu Sreenivasa Chakravarthi, Rishabh Rajput, S. Sountharrajan, E. Suganya, Intrusion Detection System Trends: An Overview of Current Advances in IoV & Communication Networks, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland, 2024, https://doi.org/10.1007/978-3-031-69986-3_3

Publisher : Springer Nature Switzerland

Year : 2024

Sustainable Resource Allocation in Edge environment based on Deep Deterministic-Reinforced Learning

Cite this Research Publication : Sangapu Sreenivasa Chakravarthi, Ajairaj V, S Sounthararajan, Sustainable Resource Allocation in Edge environment based on Deep Deterministic-Reinforced Learning, 2024 IEEE Recent Advances in Intelligent Computational Systems (RAICS), IEEE, 2024, https://doi.org/10.1109/raics61201.2024.10689935

Publisher : IEEE

Year : 2024

Hybrid Cryptography Techniques for Data Security in Cloud Computing

Cite this Research Publication : Kethamreddy Karthikeya Reddy, Angela Raj Chadha, Perla Sai Nikhil, S. Sountharrajan, Hybrid Cryptography Techniques for Data Security in Cloud Computing, 2024 IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT), IEEE, 2024, https://doi.org/10.1109/ic2pct60090.2024.10486794

Publisher : IEEE

Year : 2024

Safeguarding Financial Transactions using Customer Profiles

Cite this Research Publication : Anand Kumar P, S. Sountharrajan, Safeguarding Financial Transactions using Customer Profiles, 2024 International Conference on Cybernation and Computation (CYBERCOM), IEEE, 2024, https://doi.org/10.1109/cybercom63683.2024.10803103

Publisher : IEEE

Year : 2024

Design of Efficient Adaptive LMS Filter for Noise Reduction in ECG

Cite this Research Publication : Sasikala S, Sivaranjani P, Sountharrajan S, Shangeetha M, Udhaya Agilan K S D, Design of Efficient Adaptive LMS Filter for Noise Reduction in ECG, 2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE), IEEE, 2024, https://doi.org/10.1109/ic-etite58242.2024.10493643

Publisher : IEEE

Year : 2024

Enhanced Pneumonia Detection In Chest X-Rays Through Model Fusion

Cite this Research Publication : Sangapu Sreenivasa Chakravarthi, Shaik Nagoor Meeravali, Mohammad Aazmi Irfan, S Sountharrajan, Enhanced Pneumonia Detection In Chest X-Rays Through Model Fusion, 2024 International Conference on Emerging Techniques in Computational Intelligence (ICETCI), IEEE, 2024, https://doi.org/10.1109/icetci62771.2024.10704158

Publisher : IEEE

Year : 2024

GesturesSpeak: An IoT-Based Gesture to Speech Translator

Cite this Research Publication : Sangapu Sreenivasa Chakravarthi, S. V. S. Manogna, Shenagapally Aashish Reddy, S Sountharrajan, GesturesSpeak: An IoT-Based Gesture to Speech Translator, 2024 International Conference on Emerging Techniques in Computational Intelligence (ICETCI), IEEE, 2024, https://doi.org/10.1109/icetci62771.2024.10704200

Publisher : IEEE

Year : 2024

RLAD: Reinforcement Learning based Anomaly Detection system for IoT devices in smart homes

Cite this Research Publication : Angela Raj Chadha, Kethamreddy Karthikeya Reddy, S Sountharrajan, RLAD: Reinforcement Learning based Anomaly Detection system for IoT devices in smart homes, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724974

Publisher : IEEE

Year : 2023

Ensemble Learning Solution for the Aspect-based Sentimental Analysis on IMDB reviews

Cite this Research Publication : Kakavakam Jaswanth Sai, S Sreenivasa Chakravarthi, S Sountharrajan, E. Suganya, Ensemble Learning Solution for the Aspect-based Sentimental Analysis on IMDB reviews, 2023 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), IEEE, 2023, https://doi.org/10.1109/wispnet57748.2023.10134144

Publisher : IEEE

Year : 2023

Classification of Music Genre Audio Signals Using Deep Neural Networks

Cite this Research Publication : V Naveen, S Sountharrajan, Classification of Music Genre Audio Signals Using Deep Neural Networks, 2023 First International Conference on Advances in Electrical, Electronics and Computational Intelligence (ICAEECI), IEEE, 2023, https://doi.org/10.1109/icaeeci58247.2023.10370819

Publisher : IEEE

Year : 2023

Encompassing YOLOv8 and EfficientNet B7 for Automatic License Plate Identification

Cite this Research Publication : Rohan Reddy B, Gunti Swathi, Engu Himesh, Southarrajan S, Encompassing YOLOv8 and EfficientNet B7 for Automatic License Plate Identification, 2023 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), IEEE, 2023, https://doi.org/10.1109/icccis60361.2023.10425775

Publisher : IEEE

Year : 2023

Sparsely Supervised Learning for Medical Image Classification on Noisy Heterogeneous Data

Cite this Research Publication : Thillai Manjari T, S. Sreenivasa Chakravarthi, S. Sountharrajan, B. Narendra Kumar Rao, E. Suganya, M. Nivaashini, Sparsely Supervised Learning for Medical Image Classification on Noisy Heterogeneous Data, 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), IEEE, 2023, https://doi.org/10.1109/icacite57410.2023.10183290

Publisher : IEEE

Year : 2023

Real-Time Road Hazard Classification Using Object Detection with Deep Learning

Cite this Research Publication : M. Sanjai Siddharthan, S. Aravind, S. Sountharrajan, Real-Time Road Hazard Classification Using Object Detection with Deep Learning, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2023, https://doi.org/10.1007/978-981-99-6586-1_33

Publisher : Springer Nature Singapore

Year : 2022

Similarity Analytics for Semantic Text Using Natural Language Processing

Cite this Research Publication :
Karthiga, M., Sountharrajan, S., Bazila Banu, A., Sankarananth, S., Suganya, E. and Sathish Kumar, B., 2022. Similarity Analytics for Semantic Text Using Natural Language Processing. In 3rd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing (pp. 239-248). Springer, Cham.

Publisher : Springer

Year : 2022

Behavioral Segmentation with Product Estimation using K-Means Clustering and Seasonal ARIMA

Cite this Research Publication :
Saraf, E., Pradhan, S., Joshi, S. and Sountharrajan, S., 2022, April. Behavioral Segmentation with Product Estimation using K-Means Clustering and Seasonal ARIMA. In 2022 6th International Conference on Trends in Electronics and Informatics (ICOEI) (pp. 1641-1648). IEEE.

Publisher : ICOEI

Year : 2022

Agile and Touchless Automation in the software industry

Cite this Research Publication :
Sriraman G, Sountharrajan S, Suganya E. Agile and Touchless Automation in the software industry. In2022 8th International Conference on Advanced Computing and Communication Systems (ICACCS) 2022 Mar 25 (Vol. 1, pp. 1492-1498). IEEE.

Publisher : IEEE

Year : 2022

Effective Stock Price Prediction using Time Series Forecasting

Cite this Research Publication :
Prakhar, K., Sountharrajan, S., Suganya, E., Karthiga, M. and Kumar, S., 2022, April. Effective Stock Price Prediction using Time Series Forecasting. In 2022 6th International Conference on Trends in Electronics and Informatics (ICOEI) (pp. 1636-1640). IEEE.

Publisher : IEEE

Year : 2021

A Deep Learning Approach to classify the Honeybee Species and health Identification

Cite this Research Publication :
Karthiga, M., Sountharrajan, S., Nandhini, S.S., Suganya, E. and Sankarananth, S., 2021, March. A Deep Learning Approach to classify the Honeybee Species and health Identification. In 2021 Seventh International conference on Bio Signals, Images, and Instrumentation (ICBSII) (pp. 1-7). IEEE.

Publisher : IEEE

Year : 2021

Prostate Cancer Prognosis-a comparative approach using Machine Learning Technique

Cite this Research Publication :
Bellad, S.C., Mahapatra, A., Ghule, S.D., Shetty, S.S., Sountharrajan, S., Karthiga, M. and Suganya, E., 2021, May. Prostate Cancer Prognosis-a comparative approach using Machine Learning Techniques. In 2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS) (pp. 1722-1728). IEEE.

Publisher : IEEE

Year : 2021

Real-Time Face Swapping System using OpenCV

Cite this Research Publication :
Datta, A., Yadav, O.K., Singh, Y., Sountharrajan, S., Karthiga, M. and Suganya, E., 2021, September. Real-Time Face Swapping System using OpenCV. In 2021 Third International Conference on Inventive Research in Computing Applications (ICIRCA) (pp. 1081-1086). IEEE.

Publisher : ICIRCA

Year : 2020

Machine Learning Based Diagnosis of Alzheimer’s Disease

Cite this Research Publication :
Karthiga, M., Sountharrajan, S., Nandhini, S.S. and Sathis Kumar, B., 2020, May. Machine Learning Based Diagnosis of Alzheimer’s Disease. In International Conference on Image Processing and Capsule Networks (pp. 607-619). Springer, Cham.

Publisher : Springer

Year : 2020

Virtual DataStack for Application Domains: Concepts, Challenges and Generation Techniques

Cite this Research Publication : Palanisamy, A.M., Nataraj, R.V., Sangeetha, S. and Sountharrajan, S., 2020, December. Virtual DataStack for Application Domains: Concepts, Challenges and Generation Techniques. In 2020 3rd International Conference on Intelligent Sustainable Systems (ICISS) (pp. 1314-1318). IEEE.

Publisher : IEEE

Year : 2020

Investigation of lung cancer detection using 3d convolutional deep neural network

Cite this Research Publication :
Arukonda, S. and Sountharrajan, S., 2020, December. Investigation of lung cancer detection using 3d convolutional deep neural network. In 2020 2nd International Conference on Advances in Computing, Communication Control and Networking (ICACCCN) (pp. 763-768). IEEE.

Publisher : ICACCCN

Year : 2013

Distributed FP-ARMH algorithm in Hadoop map reduce framework

Cite this Research Publication :
Natarajan, S. and Sehar, S., 2013, December. Distributed FP-ARMH algorithm in Hadoop map reduce framework. In 2013 International Conference on Green Computing, Communication and Conservation of Energy (ICGCE) (pp. 264-270). IEEE.

Publisher : IEEE

Year : 2013

A novel algorithm for distributed data mining in HDFS.

Cite this Research Publication :
Natarajan, S. and Sehar, S., 2013, December. A novel algorithm for distributed data mining in HDFS. In 2013 Fifth International Conference on Advanced Computing (ICoAC) (pp. 93-99). IEEE.

Publisher : IEEE

Journal Article

Year : 2025

YUNet_LLMClaimReport: An Enhanced Automobile Insurance Fraud Detection and Automated Claim Report Generation Using Large Language Models

Cite this Research Publication : P. Anand Kumar, S. Sountharrajan, YUNet_LLMClaimReport: An Enhanced Automobile Insurance Fraud Detection and Automated Claim Report Generation Using Large Language Models, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3584927

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2025

Multimodal Fusion and Cutting-Edge AI-Based Smart Vending Machines for Electronic Component Management

Cite this Research Publication : M. Karthiga, Syarifah Bahiyah Rahayu, E. Suganya, S. Sankarananth, S. Sountharrajan, K. Venkatesan, Multimodal Fusion and Cutting-Edge AI-Based Smart Vending Machines for Electronic Component Management, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2024.3523774

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2025

Optimized Alzheimer disorder classification with DACN-MFFN utilizing OBLDE-TDO enhanced deep neural network features

Cite this Research Publication : M. Karthiga, E. Suganya, S. Sountharrajan, J. Jeyalakshmi, Sindhu Ravindran, Shahrol Mohamaddan, Optimized Alzheimer disorder classification with DACN-MFFN utilizing OBLDE-TDO enhanced deep neural network features, Biomedical Signal Processing and Control, Elsevier BV, 2025, https://doi.org/10.1016/j.bspc.2025.107729

Publisher : Elsevier BV

Year : 2025

SRADHO: statistical reduction approach with deep hyper optimization for disease classification using artificial intelligence

Cite this Research Publication : G. Sathish Kumar, E. Suganya, S. Sountharrajan, Balamurugan Balusamy, Adil O. Khadidos, Alaa O. Khadidos, Shitharth Selvarajan, SRADHO: statistical reduction approach with deep hyper optimization for disease classification using artificial intelligence, Scientific Reports, Springer Science and Business Media LLC, 2025, https://doi.org/10.1038/s41598-024-82838-1

Publisher : Springer Science and Business Media LLC

Year : 2025

A Lightweight Multimodal Framework With Dilated CNN Audio Modeling and SE-Enhanced MobileNetV2 for Real-Time Sentiment Analysis of Customer Product Reviews

Cite this Research Publication : V. Naveen, S. Sountharrajan, A Lightweight Multimodal Framework With Dilated CNN Audio Modeling and SE-Enhanced MobileNetV2 for Real-Time Sentiment Analysis of Customer Product Reviews, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3648722

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2025

Insurance claims estimation and fraud detection with optimized deep learning techniques

Cite this Research Publication : P. Anand Kumar, S. Sountharrajan, Insurance claims estimation and fraud detection with optimized deep learning techniques, Scientific Reports, Springer Science and Business Media LLC, 2025, https://doi.org/10.1038/s41598-025-12848-0

Publisher : Springer Science and Business Media LLC

Year : 2024

Optimizing QoS and security in agriculture IoT deployments: A bioinspired Q-learning model with customized shards

Cite this Research Publication : Sountharrajan S, Optimizing QoS and security in agriculture IoT deployments: A bioinspired Q-learning model with customized shards, 2024

Publisher : Heliyon

Year : 2024

Eeg based smart emotion recognition using meta heuristic optimization and hybrid deep learning techniques

Cite this Research Publication : M Karthiga, E Suganya, S Sountharrajan, Balamurugan Balusamy, Shitharth Selvarajan, Eeg based smart emotion recognition using meta heuristic optimization and hybrid deep learning techniques, Scientific Reports, Springer Science and Business Media LLC, 2024, https://doi.org/10.1038/s41598-024-80448-5

Publisher : Springer Science and Business Media LLC

Year : 2024

ProTect: a hybrid deep learning model for proactive detection of cyberbullying on social media

Cite this Research Publication : T. Nitya Harshitha, M. Prabu, E. Suganya, S. Sountharrajan, Durga Prasad Bavirisetti, Navya Gadde, Lakshmi Sahithi Uppu, ProTect: a hybrid deep learning model for proactive detection of cyberbullying on social media, Frontiers in Artificial Intelligence, Frontiers Media SA, 2024, https://doi.org/10.3389/frai.2024.1269366

Publisher : Frontiers Media SA

Year : 2024

Concurrent compression and meaningful encryption of images using chaotic compressive sensing

Cite this Research Publication : K. Ashwini, S. Sutha, Sountharrajan S., Durga Prasad Bavirisetti, Concurrent compression and meaningful encryption of images using chaotic compressive sensing, Frontiers in Computer Science, Frontiers Media SA, 2024, https://doi.org/10.3389/fcomp.2024.1274704

Publisher : Frontiers Media SA

Year : 2024

FEDDBN-IDS: federated deep belief network-based wireless network intrusion detection system

Cite this Research Publication : M. Nivaashini, E. Suganya, S. Sountharrajan, M. Prabu, Durga Prasad Bavirisetti, FEDDBN-IDS: federated deep belief network-based wireless network intrusion detection system, EURASIP Journal on Information Security, Springer Science and Business Media LLC, 2024, https://doi.org/10.1186/s13635-024-00156-5

Publisher : Springer Science and Business Media LLC

Year : 2024

CTLA: Compressed Table Look up Algorithm for Open Flow Switch

Cite this Research Publication : Sonai, V., Bharathi, I., Uchimucthu, M., Sountharrajan, S., & Bavirisetti, D. P., CTLA: Compressed Table Look up Algorithm for Open Flow Switch, IEEE Open Journal of the Computer Society, 2024.

Publisher : IEEE

Year : 2023

Multi-Channel Assessment Policies for Energy-Efficient Data Transmission in Wireless Underground Sensor Networks

Cite this Research Publication : Rajasoundaran Soundararajan, Prince Mary Stanislaus, Senthil Ganesh Ramasamy, Dharmesh Dhabliya, Vivek Deshpande, Sountharrajan Sehar, Durga Prasad Bavirisetti, Multi-Channel Assessment Policies for Energy-Efficient Data Transmission in Wireless Underground Sensor Networks, Energies, MDPI AG, 2023, https://doi.org/10.3390/en16052285

Publisher : MDPI AG

Year : 2023

Towards reliable IoT communication and robust security: investigating trusted schemes in the internet of medical things using blockchain

Cite this Research Publication : Geetanjali Rathee, Rajagopal Maheswar, Sountharrajan Sehar, Durga Prasad Bavirisetti, Towards reliable IoT communication and robust security: investigating trusted schemes in the internet of medical things using blockchain, Scientific Reports, Springer Science and Business Media LLC, 2023, https://doi.org/10.1038/s41598-023-47989-7

Publisher : Springer Science and Business Media LLC

Year : 2023

Personalization-based deep hybrid E-learning model for online course recommendation system

Cite this Research Publication : Subha S, Baghavathi Priya Sankaralingam, Anitha Gurusamy, Sountharrajan Sehar, Durga Prasad Bavirisetti, Personalization-based deep hybrid E-learning model for online course recommendation system, PeerJ Computer Science, PeerJ, 2023, https://doi.org/10.7717/peerj-cs.1670

Publisher : PeerJ

Year : 2023

MHSEER: A Meta-Heuristic Secure and Energy-Efficient Routing Protocol for Wireless Sensor Network-Based Industrial IoT

Cite this Research Publication : Anshika Sharma, Himanshi Babbar, Shalli Rani, Dipak Kumar Sah, Sountharrajan Sehar, Gabriele Gianini, MHSEER: A Meta-Heuristic Secure and Energy-Efficient Routing Protocol for Wireless Sensor Network-Based Industrial IoT, Energies, MDPI AG, 2023, https://doi.org/10.3390/en16104198

Publisher : MDPI AG

Year : 2023

Hybrid intelligent intrusion detection system for multiple Wi‐Fi attacks in wireless networks using stacked restricted Boltzmann machine and deep belief networks

Cite this Research Publication : Nivaashini Mathappan, Suganya Elavarasan, Sountharrajan Sehar, Hybrid intelligent intrusion detection system for multiple Wi‐Fi attacks in wireless networks using stacked restricted Boltzmann machine and deep belief networks, Concurrency and Computation: Practice and Experience, Wiley, 2023, https://doi.org/10.1002/cpe.7769

Publisher : Wiley

Year : 2023

AI-enabled metaheuristic optimization for predictive management of renewable energy production in smart grids

Cite this Research Publication : S. Sankarananth, M. Karthiga, Suganya E., Sountharrajan S., Durga Prasad Bavirisetti, AI-enabled metaheuristic optimization for predictive management of renewable energy production in smart grids, Energy Reports, Elsevier BV, 2023, https://doi.org/10.1016/j.egyr.2023.08.005

Publisher : Elsevier BV

Year : 2023

A novel artificial intelligence approach to detect the breast cancer using KNNet technique with EPM gene profiling

Cite this Research Publication : Shubham Joshi, N. V. S. Natteshan, Ravi Rastogi, A. Sampathkumar, V. Pandimurugan, S. Sountharrajan, A novel artificial intelligence approach to detect the breast cancer using KNNet technique with EPM gene profiling, Functional & Integrative Genomics, Springer Science and Business Media LLC, 2023, https://doi.org/10.1007/s10142-023-01227-5

Publisher : Springer Science and Business Media LLC

Year : 2022

Optimizing high-utility item mining using hybrid dolphin echolocation and Boolean grey wolf optimization

Cite this Research Publication : N. Pazhaniraja, S. Sountharrajan, E. Suganya, M. Karthiga, Optimizing high-utility item mining using hybrid dolphin echolocation and Boolean grey wolf optimization, Journal of Ambient Intelligence and Humanized Computing, Springer Science and Business Media LLC, 2022, https://doi.org/10.1007/s12652-022-04488-3

Publisher : Springer Science and Business Media LLC

Year : 2022

Hot Corrosion Behaviour Of Constant And Pulsed Current Welded Hastelloy X In Na2so4, V2o5, And Nacl Salt Mixture At 900 °c

Cite this Research Publication : M Sathishkumar, M Manikandan, N Arivazhagan, B Arulmurugan, Senthil Kumaran Selvaraj, M Vignesh, S Rajakumar, S Rajkumar, Hot corrosion behaviour of constant and pulsed current welded Hastelloy X in Na2SO4, V2O5, and NaCl salt mixture at 900 °C, Materials Research Express, IOP Publishing, 2022, https://doi.org/10.1088/2053-1591/ac5355

Publisher : IOP Publishing

Year : 2022

Hybrid optimized convolutional neural network for efficient classification of ECG signals in healthcare monitoring

Cite this Research Publication : Karthiga, M., Santhi, V. and Sountharrajan, S., 2022. Hybrid optimized convolutional neural network for efficient classification of ECG signals in healthcare monitoring. Biomedical Signal Processing and Control, 76, p.103731.

Publisher : Biomedical Signal Processing and Control

Year : 2021

Effective Feature Selection for Hybrid Wireless IoT Network Intrusion Detection Systems Using Machine Learning Techniques

Cite this Research Publication : Nivaashini, M., Thangaraj, P., Sountharrajan, S., Suganya, E. and Soundariya, R., 2021. Effective Feature Selection for Hybrid Wireless IoT Network Intrusion Detection Systems Using Machine Learning Techniques. Ad Hoc & Sensor Wireless Networks, 49(3-4), pp.175-206.

Publisher : Ad Hoc & Sensor Wireless Networks

Year : 2021

Sentence Semantic Similarity Model Using Convolutional Neural Networks

Cite this Research Publication :
Karthiga, M., Sountharrajan, S., Suganya, E. and Sankarananth, S., 2021. Sentence Semantic Similarity Model Using Convolutional Neural Networks. EAI Endorsed Transactions on Energy Web, 8(35), pp.e8-e8.

Publisher : EAI Endorsed Transactions on Energy Web

Year : 2021

Top ‘N’Variant Random Forest Model for High Utility Itemsets Recommendation

Cite this Research Publication : Pazhaniraja, N., Sountharrajan, S., Suganya, E. and Karthiga, M., 2021. Top ‘N’Variant Random Forest Model for High Utility Itemsets Recommendation. EAI Endorsed Transactions on Energy Web, 8(35), pp.e7-e7.

Publisher : EAI Endorsed Transactions on Energy Web

Year : 2021

A Cognitive Personal Assistant System to Enhance the Individual-Centric Research Capabilities

Cite this Research Publication : Gowtham, R., Sanjay, S.P., Shandilya, S.K. and Sountharrajan, S., 2021. A Cognitive Personal Assistant System to Enhance the Individual-Centric Research Capabilities. International Journal of Web-Based Learning and Teaching Technologies (IJWLTT), 16(4), pp.1-11.

Publisher : IJWLTT

Year : 2021

High utility itemset mining using dolphin echolocation optimization

Cite this Research Publication : Pazhaniraja, N. and Sountharrajan, S., 2021. High utility itemset mining using dolphin echolocation optimization. Journal of Ambient Intelligence and Humanized Computing, 12(8), pp.8413-8426.

Publisher : Journal of Ambient Intelligence and Humanized Computing

Year : 2020

Automatic classification for preventing duplication of online multimedia data in secure cloud infrastructure

Cite this Research Publication : Suganya, E., Aravindhraj, N., Sountharrajan, S., Kumar, G.S. and Rajan, C., 2020. Automatic classification for preventing duplication of online multimedia data in secure cloud infrastructure. International Journal of Advanced Intelligence Paradigms, 16(3-4), pp.404-413.

Publisher : International Journal of Advanced Intelligence Paradigms

Year : 2020

HDFS-based parallel and scalable pattern mining using clouds for incremental data.

Cite this Research Publication : Sountharrajan, S., Suganya, E., Aravindhraj, N., Sankarananth, S. and Rajan, C., 2020. HDFS-based parallel and scalable pattern mining using clouds for incremental data. International Journal of Computer Aided Engineering and Technology, 13(1-2), pp.28-45.

Publisher : International Journal of Computer Aided Engineering and Technology

Year : 2020

Lasso and Ridge Regression for Optimized Resource Allocation In Cloud Computing

Cite this Research Publication : Shingne, H., Sountharrajan, S., Karthiga, M. and Rajan, C., 2020. Lasso and Ridge Regression for Optimized Resource Allocation In Cloud Computing. Journal of Advanced Research in Dynamical and Control Systems, 12, pp.1740-1747.

Publisher : Journal of Advanced Research in Dynamical and Control Systems

Year : 2020

High utility itemset mining: a Boolean operators-based modified grey wolf optimization algorithm

Cite this Research Publication : Pazhaniraja, N., Sountharrajan, S. and Sathis Kumar, B., 2020. High utility itemset mining: a Boolean operators-based modified grey wolf optimization algorithm. Soft Computing, 24(21), pp.16691-16704.

Publisher : Soft Computing

Year : 2019

Mobile Cancer Prophecy System to Assist Patients: Big Data Analysis and Design

Cite this Research Publication : Suganya, E., Sountharrajan, S., Shandilya, S.K. and Karthiga, M., 2019. Mobile cancer prophecy system to assist patients: Big data analysis and design. Journal of Computational and Theoretical Nanoscience, 16(8), pp.3623-3628.

Publisher : Journal of Computational and Theoretical Nanoscience

Year : 2019

Big data analytics framework for real-time genome analysis: A comprehensive approach

Cite this Research Publication : Shandilya, Shishir K & Sehar, Sountharrajan & Shandilya, Smita & Suganya, E.. (2019). Big Data Analytics Framework for Real-Time Genome Analysis: A Comprehensive Approach. Journal of Computational and Theoretical Nanoscience. 16. 3419-3427. 10.1166/jctn.2019.8302.

Publisher : Journal of Computational and Theoretical Nanoscience

Year : 2019

Improving Big Data Projects Requirement Understandability by Using Big Data Use Case Diagram

Cite this Research Publication : Sathis Kumar, B. and Sountharrajan, S., 2019. Improving Big Data Projects Requirement Understandability by Using Big Data Use Case Diagram. Journal of Computational and Theoretical Nanoscience, 16(8), pp.3617-3622.

Publisher : Journal of Computational and Theoretical Nanoscience

Year : 2018

Automatic glioblastoma multiforme detection using hybrid-SVM with improved particle swarm optimisation

Cite this Research Publication : Sountharrajan, S., Suganya, E., Karthiga, M. and Rajan, C., 2018. Automatic glioblastoma multiforme detection using hybrid-SVM with improved particle swarm optimisation. International Journal of Biomedical Engineering and Technology, 26(3-4), pp.353-364.

Publisher : International Journal of Biomedical Engineering and Technology

Year : 2018

Synthesis, Characterization, and Evaluation of Cancer Prevention Activity of Novel Modified Heterocyclic Compounds

Cite this Research Publication : Vijayakumar, K., Sountharrajan, S. and Suganya, E., 2018. Synthesis, Characterization, and Evaluation of Cancer Prevention Activity of Novel Modified Heterocyclic Compounds. Asian Pacific Journal of Cancer Prevention: APJCP, 19(1), p.247.

Publisher : APJCP

Year : 2017

Automatic classification on bio medical prognosis of invasive breast cancer

Cite this Research Publication : Sountharrajan, S., Karthiga, M., Suganya, E. and Rajan, C., 2017. Automatic classification on bio medical prognosis of invasive breast cancer. Asian Pacific Journal of Cancer Prevention: APJCP, 18(9), p.2541.

Publisher : APJCP

Year : 2017

Metaheuristic optimization technique for feature selection to detect the alzheimer disease from MRI

Cite this Research Publication : Rajan, C. and Sountharrajan, S., 2017. Metaheuristic optimization technique for feature selection to detect the alzheimer disease from MRI. J. Adv. Res. Dyn. Control Syst, 9(6), pp.1368-1381.

Publisher : J. Adv. Res. Dyn. Control Syst

Year : 2016

PARTICLE SWARM OPTIMIZED FEATURE SELECTION FOR ALZHEIMER CLASSIFICATION

Cite this Research Publication : Sountharrajan, S., Thangaraj, P. and Suganya, E., 2016. PARTICLE SWARM OPTIMIZED FEATURE SELECTION FOR ALZHEIMER CLASSIFICATION. IIOAB JOURNAL, 7(9), pp.787-794.

Publisher : IIOAB JOURNAL

Year : 2016

Optimized feature selection technique for automatic classification of MRI images for Alzheimer’s disease.

Cite this Research Publication : Sountharrajan, S. and Thangaraj, P., 2016. Optimized feature selection technique for automatic classification of MRI images for Alzheimer's disease. Journal of Medical Imaging and Health Informatics, 6(8), pp.2057-2062.

Publisher : Journal of Medical Imaging and Health Informatic

Year : 2015

Open Platform Cloud Infrastructure Model with Enhanced Virtualization

Cite this Research Publication : Sountharrajan Sehar, Abilash Rajasekaran, Elangovan Manickasundaram, Open Platform Cloud Infrastructure Model with Enhanced Virtualization, International Journal of Scientific & Engineering Research, Volume 6, Issue3, 2015.

Publisher : International Journal of Scientific & Engineering Research

Book Chapter

Year : 2021

Deep convolutional neural network–based image classification for COVID-19 diagnosis.

Cite this Research Publication : Tharsanee, R.M., Soundariya, R.S., Kumar, A.S., Karthiga, M. and Sountharrajan, S., 2021. Deep convolutional neural network–based image classification for COVID-19 diagnosis. In Data Science for COVID-19 (pp. 117-145). Academic Press.

Publisher : Academic Press.

Year : 2021

Analysis of false data detection rate in generative adversarial networks using recurrent neural network

Cite this Research Publication :
Kumar, A.S., Jule, L.T., Ramaswamy, K., Sountharrajan, S., Yuuvaraj, N. and Gandomi, A.H., 2021. Analysis of false data detection rate in generative adversarial networks using recurrent neural network. In Generative Adversarial Networks for Image-to-Image Translation (pp. 289-312). Academic Press.

Publisher : Academic Press

Year : 2021

Challenges and opportunities of big data integration in patient-centric healthcare analytics using mobile networks

Cite this Research Publication :
Karthiga, M., Sankarananth, S., Sountharrajan, S., Kumar, B.S. and Nandhini, S.S., 2021. Challenges and opportunities of big data integration in patient-centric healthcare analytics using mobile networks. Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics, pp.85-108.

Publisher : Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics

Year : 2020

Dynamic recognition of phishing URLs using deep learning techniques

Cite this Research Publication :
Sountharrajan, S., Nivashini, M., Shandilya, S.K., Suganya, E., Bazila Banu, A. and Karthiga, M., 2020. Dynamic recognition of phishing URLs using deep learning techniques. In Advances in cyber security analytics and decision systems (pp. 27-56). Springer, Cham.

Publisher : Springer

Year : 2020

IoT in the Field of the Future Digital Oil Fields and Smart Wells

Cite this Research Publication :
Latif, G., Alghazo, J.M., Maheswar, R., Sampathkumar, A. and Sountharrajan, S., 2020. IoT in the Field of the Future Digital Oil Fields and Smart Wells. In Internet of Things in Smart Technologies for Sustainable Urban Development (pp. 1-17). Springer, Cham.

Publisher : Springer

Year : 2020

On-the-Go Network Establishment of IoT Devices to Meet the Need of Processing Big Data Using Machine Learning Algorithms

Cite this Research Publication : Sountharrajan, S., Suganya, E., Karthiga, M., Nandhini, S.S., Vishnupriya, B. and Sathiskumar, B., 2020. On-the-Go Network Establishment of IoT Devices to Meet the Need of Processing Big Data Using Machine Learning Algorithms. In Business Intelligence for Enterprise Internet of Things (pp. 151-168). Springer, Cham.

Publisher : Springer

Year : 2019

IoT in agriculture investigation on plant diseases and nutrient level using image analysis techniques

Cite this Research Publication :
Suganya, E., Sountharrajan, S., Shandilya, S.K. and Karthiga, M., 2019. IoT in agriculture investigation on plant diseases and nutrient level using image analysis techniques. In Internet of Things in Biomedical Engineering (pp. 117-130). Academic Press.

Publisher : Academic Press.

Qualifications
2017 Ph.D.
Anna University, Chennai
Dissertation Title: Certain Investigation on Wrapper-Based Feature Selection for Alzheimer’s Disease Using Metaheuristic Optimization Techniques.
2008 -2010 M.E. (Computer Science Engineering)
Government College of Technology, Coimbatore
1999 – 2003 B.E. (Information Technology)
Sona College of Technology, Salem
Experience
May 2022 – Till Date Associate Professor
Department of Computer Science and Engineering,
Amrita School of Computing,
Amrita Vishwa Vidyapeetham, Chennai Campus
May 2018 – April 2022 Associate Professor
VIT University,
Bhopal, Madhya Pradesh, India
May 2010 – April 2018 Assistant Professor (Senior Grade)
Bannari Amman Institute of Technology,
Sathyamangalam
June 2005 – May 2008 Lecturer
Dr. Mahalingam College of Engineering & Technology,
Pollachi
June 2004 – May 2005 Lecturer
Sri Krishna College of Engineering and Technology,
Coimbatore

Consultancy Work

Title Establishing the Private Cloud Computing Lab Setup
Project Cost Rs.50,000
Year and Status 2016 and Completed
Collaborators The Cloud Computing Private Lab provides Virtual Machine (VM) based emulation to bridge both Consensus & BIT labs through DODO. 1.Bannari Amman Institute Technology, Sathyamangalam. 2. Consensus Technologies Pvt Ltd, Coimbatore.
Awards
  • Recognized Ph.D. Supervisor under Anna University, VIT Bhopal, and Amrita Vishwa Vidyapeetham.
  • Secured and managed ₹50+ Lakhs in funded research projects from agencies like DST, AICTE, DRDO, and ATAL.
  • Served as Chairperson, CSE at Amrita School of Computing.
  • Served as AI Division Head & Dean – Artificial Intelligence at VIT Bhopal.
  • Recognized for establishing multiple Centers of Excellence (Cloud Computing, HPC, IoT and AiLab Labs).
  • Published 735+ citations with h-index 15+ (Scopus Database) demonstrating strong research impact.
  • Editor/Contributor to Scopus & Web of Science indexed books with leading publishers (Wiley, Elsevier, and Springer).
  • Organizer/Chair for International Conferences 10th Edition of MIKE 2025 (LNCS – Springer series)
  • Delivered 75+ Expert Lectures at national and international platforms.
Course

Certification Course

Certification on Information Storage management, EMC Corporation EMC ISM Associate
Certification on Cloud Infrastructure and Services, EMC Corporation EMC Cloud Associate
Certification on Data Science Big Data Analytics – DELL EMC Corporation DELL EMC, Data Science Associate
Associate Analytics NASSCOM Certification

Courses Taught

  • Database Management Systems
  • Python Programming
  • Machine Learning
  • Fundamentals of Artificial Intelligence
  • Object Oriented Programming in C++
  • Cloud Computing
  • Free Open Source Software
  • Data Structures and Algorithms
  • Foundations of Data Science
  • Problem Solving and Programming
  • Cloud Security

Technical Skills

  • Qniverse(Quantum Platform)
  • Hadoop Eco System Tools
Project

Project Proposal Submitted

  1. Dr. Sountharrajan S(Co-PI), Submitted a research proposal on “Adaptive Visio-Thermal Camouflage for Combat Vehicles and Soldiers using Printed Light Pixels” under institutional seed funding (AVV, Chennai Campus)
  2. Dr. Sountharrajan S (PI), Submitted a research proposal on “Adaptive Renewables based Cyber-Resilient Energy Harvesting, Secure and Efficient UAV Communication” to 3iHub Call for Cohort III R&D Proposals, Cyber Security Technology Innovation, IIT Kanpur
  3. Dr. Sountharrajan S(CO-PI), Submitted a research proposal on “Empathetic Conversation Based IoT integrated generative AI for Stress Management in Geriatric Population” to Technology Interventions For Disabled Elderly (Tide) Programme, Department of Science & Technology, Government of India
  4. Dr. Sountharrajan S(CO-PI), Submitted a research proposal on “Wireless IoT based Water Quality Monitoring Device for Detecting Contaminants and Analyzing pH Levels in Aquatic Ecosystems” to Water Treatment Cell (Wtc) , Department of Science & Technology, Government of India.

Professional Activities

International Research Collaboration

  • Prof. Ali Kasif Basir, Professor of Computer Networks and Cybersecurity, Manchester Metropolitan University, United Kingdom.
  • Dr. Balamurugan Balusamy, Professor & Chairperson, Department of Computer Science and Engineering, Manipal University, Dubai.

Technical Society Membership

  • Member, IEEE.

Active Reviewer

  • IEEE Publication – IEEE Access.
  • Frontiers Publication – Frontiers in Big Data.
  • Springer Publication – Scientific Reports.
  • Elsevier Publication – Biomedical Signal Processing.
Workshop

Workshops/Seminar Organized:

S.No Type of programme organized (Workshop/ FDP/ Seminar ) Title of the programme Duration Date
1 MHRD–ISTE Funded Workshop Introduction to Design of Algorithms 5 24th – 30th May 2015
2 Workshop Data Warehousing With Informatica ETL Tool 2 19th-20th September 2015
3 Workshop OpenStack Deployment 2 9th– 10th October 2015
4 Two Week FDP on Data Science and Big Data Analytics Data Science and Big Data Analytics 14 Nov 6-19 , 2017
5 Two day ICMR Sponsored workshop on “Cyber security and Medical devices for Healthcare” Cyber security and Medical devices for Healthcare 2 Dec 22-23rd , 2017
6 Five Day National level training program. Cyber Security: Malware Threats & Ethical Hacking” [CSMTEH] 5 Sep 12-16th, 2018
7 IIT Bombay FDP101.X Foundation Program on ICT Tools 3 Weeks Aug-Nov 2018
8 IIT Bombay FDP 201.X – Pedagogy for Online and Blended Teaching-Learning Process  4 Weeks Aug – Nov 2018
9 Three Day National Workshop on Artificial Intelligence Using Python Artificial Intelligence Using Python 3 September 20-22 , 2019
10 Two Day International “AI Conclave21” AI Conclave’21 – International and National Speakers 3 Feb 23-24th, 2021

Guest Lectures Delivered

S.No Topic(s) Institution Date(s)
1 Pre-face Cloud Computing Cloud Virtualization Hadoop Installation Google App Engine Nandha Engineering College, Perundurai. Erode. 16.08.2013
2 Cloud Computing and Software as a Service KSR College of Engineering, Thiruchengode, Erode. 29.05.2013
3 Enterprise Application Integration: Case Study: Web Services and Enterprise Application Integration CSI Chapter – Coimbatore. 06.07.2013
4 Google App Scripting – Developing UI in App Script Bannari Amman Institute of Technology, Sathyamangalam. 01.02.14 & 26.02.14
5 Hadoop –Installation and Configuration –Single and Multi node Creation Bannari Amman Institute of Technology, Sathyamangalam. 01-03-2014
6 Recent Trends in Cloud Computing Sona College of Technology, Salem. 28.04.2014
7 Cloud Computing The Institution of Engineers, India. 11.08.2014
8 Open Nebula Installation KSR College of Engineering, Thiruchengode, Erode. 08.12.2015
9 Cloud Computing Mother Teresa Women’s University, Kodikanal University. 09.08.2015
10 Hadoop and Cloud Computing Vivekandha Engineering College for Woman, Tiruchengode. 22.02.2016
11 Essential of Learning Trusty Skills in vision IT Dhanalakshmi Srinivasan Engineering College, Trichy. 05.04,2016
12 Big Data Analytics Hindusthan College of Technology, Coimbatore. 23.05.16 & 24.05.16
13 Hadoop and Open Nebula Technology M P Nachimuthu M Jaganathan Engineering College, Erode. 09.09.16
14 Cloud Computing – An Practical Approach Sri Guru Engineering College, Coimbatore. 06,01,2017
15 C ++ – Object Oriented Programming Excel Engineering College, Erode. 28.05.17
16 Cloud Computing Excel Engineering College, Erode. 06.07.17
17 Research Methodology Mother Teresa Women’s University, Kodikanal University. 30.10.17
18 Hadoop – Installation Single / Multinode Bannari Amman Institute of Technology, Sathyamangalam 06.09.17
19 Data Science and Big Data Analytics AICTE Sponsored Workshop @ Bannari Amman Institute of Technology, Sathyamangalam 08.11.17
20 Industrial IoT and Cloud Computing Vivekandha Engineering College for Woman, Tiruchengode. 08.04.2018
21 Art of Tinkering and use of Life Skills to serve the needs of the society Kenyandra Vidyala Hi Sec School, Diburgarh, Assam 31.10.2018
22 Machine Learning in Hadoop – AICTE FDP – MARGADARSI SCHEMES Bannari Amman Institute of Technology, Sathyamangalam 05.01.2019
23 AICTE STTP – Introduction to Numpy Francis Xavier Engineering College, Tirunelveli 13.11.2019
24 AICTE STTP – Introduction Hadoop and Big Data Infrastructure Bannari Amman Institute of Technology, Sathyamangalam 23.11.2019
25 ICCR Sponsored – Issues and Challenges in Artificial Intelligence KPR Institute of Engineering and Technology, Coimbatore 26.07.2021
26 Challenges and Opportunities in Artificial Intelligence Sona College of Technology, Salem 27.08.2021
27 Artificial Intelligence in Virtual Reality SNS College of Technology, Coimbatore. 22.09.2021
Research

Research Scholars:

S.No Name of the Scholar Research University Year of Registration and Status
1 N.Pazhani Raja [18PHD10006] Full-Time VIT University, Bhopal [Supervisor] Completed. March 2022
2 Anand Kumar P [CH.EN.R4CSE22004] Part – Time Amrita Vishwa Vidyapeetham, Chennai Campus Completed. April 2026
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