Dr Karthiga M - Bannari Amman Institute of Technology

Experience Type	Organization	From	To	Total Experience
Engineering	Bannari Amman Institute of Technology, Sathyamangalam	16.04.2016
Engineering	Bangalore College of Engineering Technology	10.08.2013	21.08.2014	1 Year & 0 Month
Engineering	Theni Kammavarsangam College of Engineering	01.06.2010	04.05.2011	0 Year & 11 Month(s)

Degree	Specialization	Institute	University	Year of Passing
BE	Computer Science and Engineering	Bharath Niketan Engineering College	Anna University, Chennai	2010
ME	Computer Science and Engineering	Kongu Engineering College	Anna University, Chennai	2013
Ph.D	Information and Communication Engineering	PSG College of Technology	Anna University, Chennai	2023

S No.	Subject Area
1	Big Data Analytics
2	IoT
3	Data Mining
4	Deep Learning
5	Wireless Sensor Networks

Durai M, Dravidapriyaa R B, Prakash S P, Wanjale K H, Kamarunisha M, & Karthiga M , ” Student Interest Performance Prediction Based on Improved Decision Support Vector Regression Using Machine Learning” , ” International Journal of Computational and Experimental Science and Engineering” , Volume No. 11(1), Pages.974–989, DOI. https://doi.org/10.22399/ijcesen.999, 2025 .

Karthiga M, Suganya E, Sountharrajan S, Jeyalakshmi J, Sindhu Ravindran, Shahrol Mohamaddan, “Optimized Alzheimer Disorder Classification with DACN-MFFN Utilizing OBLDE-TDO Enhanced Eeep Neural Network Features”, ” Biomedical Signal Processing and Control”, Volume .No.106, Pages .107729, DOI. 10.1016/j.bspc.2025.107729, 2025.

Suhana S, Karthiga M, “A Survey on Remote Sensing-Based Climate Change Prediction Using Artificial Intelligence Techniques,” 2024 4th International Conference on Sustainable Expert Systems (ICSES), Kaski, Nepal, 2024, Pages. 1324-1331, Doi: 10.1109/ICSES63445.2024.10763234.

Karthiga M, E Suganya, S Sountharrajan, Balamurugan Balusamy, Shitharth Selvarajan, “EEG Based Smart Emotion Recognition Using Meta Heuristic Optimization and Hybrid Deep Learning Techniques”, Sci Rep 14, 30251 (2024). https://doi.org/10.1038/s41598-024-80448-5.

Karthiga M, Sankarananth S, Suganya E, Sountharrajan S, “AI-Enabled Metaheuristic Optimization for Predictive Management of Renewable Energy Production in Smart Grids”, Energy Reports, Vol. No.10, Issue No.10, Aug 2023

Karthiga M, Sountharrajan S, Suganya E, Sankarananth S, “Sentence Semantic Similarity Model Using Convolutional Neural Networks”, European Union Digital Library, Http://Dx.Doi.Org/10.4108/Eai.25-1-2021.168226.

P. Dhivya, M. Karthiga, A. Indirani, T. Nagamani, “Cervical Cancer Prediction Using Optimized Meta-Learning”, International Conference on Innovations in Computer Science and Engineering, Vol- 565, Pages. 393–401, 2023.

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, Vol-14, Pages. 2327–2339, 2023.

Karthiga M, Dhivya P, Sankarananth , Santhi V, “Blockchain-Based Incessant, User-Friendly, Secure, and Unlimited Patient Care Services and Management”, Unleashing the Potentials of Blockchain Technology forHealthcare Industries, Pages. 153-173, 2023.

S Sountharrajan, M Karthiga, E Suganya, “Alzheimer’s Dementia: Diagnosis and Prognosis Using Neuro-Imaging Analysis”, Journal of Pharmaceutical Negative Results, Vol-13, Issue-4, Pages. 46-63, 2022.

M. Karthiga N. Pazhaniraja, S. Sountharrajan, E. Suganya, “Optimizing High‑Utility Item Mining Using Hybrid Dolphin Echolocation and Boolean Grey Wolf Optimization”, Journal of Ambient Intelligence and Humanized Computing, Vol-14, Pages. 2327–2339, 2022.

Kumar Prakhar, Sountharrajan S, Suganya E, Karthiga M, Sathis Kumar B, “Effective Stock Price Prediction Using Time Series Forecasting”, 6th International Conference on Trends in Electronics and Informatics (Icoei), 2022 .

V Sri Vigna Hema, K Ramesh, M Karthiga, L Priya, K Chandraprabha, “A Comparative Study on Secure Data Sharing in Cloud Environment”, Indian Journal of Natural Sciences, Vol-13, Issue -74, Pages. 48615-48627, 2022.

Karthiga M, Deepa D, Chandraprabha K, Venkateshkumar U, Sri Vigna Hema V, Priya L, “UAV and Vehicular Communication With Hardware Impairments in Multiple Ris System,” 2022 Smart Technologies, Communication and Robotics (Stcr), Sathyamangalam, India, 2022, Pages. 1-5, Doi: 10.1109/Stcr55312.2022.10009609.

Sountharrajan S, Karthiga M, Suganya E, Rajan, “Alzheimer’s Dementia: Diagnosis and Prognosis Using Neuro-Imaging Analysis”. (2022). Journal of Pharmaceutical Negative Results, 13(4), 46-63. Https://Doi.Org/10.47750/Pnr.2022.13.04.006.

M. Karthiga , V. Santhi, S. Sountharrajan, “Hybrid Optimized Convolutional Neural Network for Efficient Classification of Ecg Signals in Healthcare Monitoring “, Biomedical Signal Processing and Control, Vol-76, Pages. 103731, 2022.

Karthiga M, Sountharrajan S , Suganya E, Sankarananth S, “Sentence Semantic Similarity Model Using Convolutional Neural Networks”, Eai Endorsed Transactions on Energy Web, Vol-8, Issue-35, Pages. 1-6, 2022.

Pazhaniraja N , Sountharrajan S, Suganya E, Karthiga M, “Top ‘N’ Variant Random Forest Model for High Utility Itemsets Recommendation”, Eai Endorsed Transactions on Energy Web, Vol-8, Issue-35, 2022.

M. Karthiga, V. Santhi, “A Wireless Sensor Network for Remote Detection of Arrhythmias Using Convolutional Neural Network”, Wireless Networks, Vol-28, Pages. 1349–1360, 2022..

Karthiga M, Nandhini S S, Sountharrajan S, Santhi V, Sankarananth S, “Gliomas Autonomous Segmentation Using Advanced Deep Learning Techniques”, International Journal of Aquatic Science, Vol -12, Issue- 03, Pages. 2260-2269, 2021.

Karthiga M, Nandhini S S, Sountharrajan S, Santhi V, Sankarananth S, ” Segmentation Using Advanced Deep Learning Techniques”, International Journal of Aquatic Science, Vol -12, Issue- 03, Pages. 1729-1738, 2021.

Karthiga M, Sountharrajan S, Nandhini S S, Suganya E, Sankarananth S, “A Deep Learning Approach to Classify the Honeybee Species and Health Identification”, Seventh International Conference on Bio Signals, Images, and Instrumentation (Icbsii), 2021.

Sagar.C. Bellad, Ananya Mahapatra, Sahil Dilip Ghule, Satvik Sridhar Shetty, Sountharrajan S, Karthiga M, Suganya E, “Prostate Cancer Prognosis-A Comparative Approach Using Machine Learning Techniques”, 5th International Conference on Intelligent Computing and Control Systems (Iciccs), 2021.

M Karthiga, S Sountharrajan, Ss Nandhini, B Sathis Kumar, “Machine Learning Based Diagnosis of Alzheimer’s Disease”, Image Processing and Capsule Networks: Icipcn , Pages. 607-619, 2021.

M Karthiga, S Sankarananth, S Sountharrajan, B Sathis Kumar, S S Nandhini, “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, Pages. 85-108, 2021.

Aabir Datta, Om Krishna Yadav, Yukti Singh, S Sountharrajan, M Karthiga, E Suganya, “Real-Time Face Swapping System Using Opencv”,Third International Conference on Inventive Research in Computing Applications (Icirca), Pages. 1081-1086, 2021..

S Sountharrajan, M Nivashini, Shishir K Shandilya, E Suganya, A Bazila Banu, M Karthiga, “Dynamic Recognition of Phishing Urls Using Deep Learning Techniques”, Advances in Cyber Security Analytics and Decision Systems, Pages. 27-56, 2020.

S. Sountharrajan, E. Suganya, M. Karthiga, S. S. Nandhini, B. Vishnupriya, B. Sathiskumar, “On-The-Go Network Establishment of Iot Devices to Meet the Need of Processing Big Data Using Machine Learning Algorithms”, Business Intelligence for Enterprise Internet of Things, Pages. 151-168, 2020.

Rajan C Harshala Shingne,Sountharrajan S, Karthiga M, “Lasso and Ridge Regression for Optimized Resource Allocation in Cloud Computing”, Journal of Advance Research in Dynamical and Control Systems, Vol-12, Issue-2, Pages. 1740-1747, 2020.

M Karthiga, Rk Priyadarshini, A Bazila Banu, “Malevolent Melanoma Diagnosis Using Deep Convolution Neural Network”, Research Journal of Pharmacy and Technology, Vol-13, Issue-3, Pages. 1248-1252, 2020.

E Suganya, S Sountharrajan, Shishir Kumar Shandilya, M Karthiga, “Iot in Agriculture Investigation on Plant Diseases and Nutrient Level Using Image Analysis Techniques”, Internet of Things in Biomedical Engineering, Pages. 117-130, 2019.

E Suganya, S Sountharrajan, Shishir K Shandilya, M Karthiga, “Mobile Cancer Prophecy System to Assist Patients: Big Data Analysis and Design”, Journal of Computational and Theoretical Nanoscience, Vol-16, Issue-6, Pages. 3623-3628, 2019.

M. Karthiga, Sathish Kumar G, N. Aravindhraj, S. Priyanka, “Machine Learning-Based Sentiment Analysis of Twitter Data”, International Conference on Advances in Computing and Communication Engineering (Icacce), 2019 .

S Sountharrajan, E Suganya, M Karthiga, C Rajan, “Automatic Glioblastoma Multiforme Detection Using Hybrid-Svm With Improved Particle Swarm Optimisation”, International Journal of Biomedical Engineering and Technology, Vol-26, Issue-3,4, Pages. 353-364, 2018.

S. Sasireka, M. Karthiga, N. Santhi, “Comparative Analysis on Image Retrieval Technique Using Machine Learning”, International Conference on Intelligent Computing and Communication for Smart World (I2c2sw), 2018 .

M.Karthiga G.Sathish Kumar, K.Premalatha, N.Aravindhraj, M.Nivaashini, “Secured Cryptosystem Using Blowfish and Rsa Algorithm for the Data in the Public Cloud”, International Jouranl of Recent Technology and Engineering, Vol-7, Issue-4s, Pages. 45-49, 2018.

S Sankarananth, M Karthiga, C Karthikeyan, M Vinith Kumar, “A Novel Battery and Super Capacitor Using Iot to Interface Renewable Energy Sources With Dual Direction and Its Application”, Journal of Computational and Theoretical Nanoscience, Vol-15, Issue-5, Pages. 1615-1624, 2018.

M Karthiga, S Sankarananth, S Nevetha, R R Asmidha, “Missing Data Prediction in Micro-Array Using Enhanced Regression Method”, Journal of Computational and Theoretical Nanoscience, Vol-15, Issue-5, Pages. 1683-1687, 2018 .

S Sountharrajan, M Karthiga, E Suganya, C Rajan, “Automatic Classification on Bio Medical Prognosisof Invasive Breast Cancer”, Asian Pacific Journal of Cancer Prevention: Apjcp, Vol-18, Issue-9, Pages. 2541-2544, 2017 .

Mariyammal C Iniya Shree S, Karthiga M, “Improving Congestion Control in Wsn By Multipath Routing With Priority Based Scheduling”, International Journal on Electrical and Electronics Engineering (Ieee Digital Library), Vol-5, Issue-7, Pages. 93-99, 2017.

M Karthiga, M Priyadharsini, “A Semantic Search Engine Using Semantic Similarity Measure Between Words”, International Journal of Scientific and Engineering Research, Vol-4, Issue-5, 2013.

M Karthiga, P C D Kalaivaani, S Sankarananth, “A Semantic Similarity Approach Based on Web Resources”, International Conference on Information Communication and Embedded Systems (Icices), 2013.

M Priyadharsini, M Karthiga, “Enhancing Network Lifetime in Wireless Sensor Network Using Energy Aware-Lazy Scheduling Algorithm”, International Journal of Scientific &Engineering Research, Vol-4, Issue-5, 2013

Karthiga M, Ponnila P, Karthiga M, Bharathi A, Daniel Madan Raja S, “A Comparative Study on Nature Inspired Optimization Algorithms to Solve Real World Problems-A Survey”, 5th International Conference on “Smart Electronics and Communication ICOSEC 2024”, Kongunadu College of Engineering and Technology, 2024.

Karthiga M, “A Survey On Remote Sensing Based Climate Change Prediction Using Artificial Intelligence Techniques”, 4th International Conference on “Sustainable Expert Systems (ICSES 2024)’, Pokhara University, 2024.

Karthiga M, Sankarananth S, Uma Maheswari G, Arun Kumar B, Nagasuresh M “Diagnosis of Diabetic Retinopathy Using Hierarchical Feature Learning and Modified CNN with ACAF”, 4th International Conference on Sustainable Expert Systems (ICSES 2024)”, Pokhara University Nepal, 2024.

Karthiga M, Priyanga M A, Sathiya B, “Ensembep: A Robust Ensemble Model for Enhanced B-Cell Epitope Prediction”, 8th International Conference on “Electronics, Communication and Aerospace Technology (ICECA 2024)”, RVS Technical Campus, Coimbatore, 2024.

Karthiga M, “Execution Of Public Distribution System Using Blockchain”, National Conference on “Current and Emerging Technologies NCET -2022”, Jawaharlal College of Engineering and Technology, Palakkad, 2022.

Karthiga M, “Execution Of Public Distribution System with Blockchain”, International Conference on “Research Techniques in Engineering And Business Management-ICRTEBM-2022”, International Institute of Research in Multidisciplinary-Skill Development Trust, Chirala, Bapatla , Andhra Pradesh, India, 2022.

Karthiga M, “Breast Cancer Diagnosis and Prevention using Machine Learning Algorithms”, 3rd International Conference on “Engineering and Advancement in Technology 2022”, Mallareddy Institute of Engineering and Technology, 2022.

Karthiga M, “Chronic Kidney Disease Prognosis and Performance Analysis using Analytical Techniques”, Seventh National Conference on “ Innovations and Advancements in Electrical Sciences, NCIAES 22”, KPR Institute of Engineering and Technology, Coimbatore, 2022.

Karthiga M, “Risk Factor of Cervical Cancer using Classification”, National Conference on “Inventive System and Control Technologies, NCISCT 2022”, Arasu Engineering College, Chennai 2022.

Karthiga M, “Building Rack Detection using Opencv”, International E-Conference on “Sustainable and Futuristic Materials SFM-2021”, Kalasalingam Academy of Research and Education, 2021.

Karthiga M, “Arrythmias Detection using Machine Learning Techniques”, Second International Conference on “Emerging,Trends in Materials Computing and Communication Technologies”, Annai Velankanni College of Engineering, Kanyakumari, 2021.

Karthiga M, Sountharrajan S, Suganya E, “Real –Time Face Swapping System using Opencv”, 3rd International Conference on “Inventive Research in Computing, Applications ICIRCA”, RVS College of Engineering and Technology, 2021.

Karthiga M, Nandhini S S, “A Deep Learning Approach to classify the Honeybee Species and health Identification”, IEEE SEVENTH INTERNATIONAL CONFERENCE ON BIOSIGNALS, IMAGES AND INSTRUMENTATION, March 2021.

Karthiga M, S.Sountharrajan, A.Bazila Banu, S.Sankarananth, E.Suganya, Sathish Kumar B, “Similarity Analytics for Semantic text using Natural Language Processing”, 3rd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing , EAI BDCC, Singapore, December 2020

Karthiga M, Nandhini S S, Sountharrajan S, Santhi V, Sankarananth S, “Gliomas Autonomous segmentation using deep Learning Techniques”, International Conference on Artificial Intelligence and Smart Computing (ICAISC-2020), Bannari Amman Institute of Technology, Sathyamangalam, October 2020

Karthiga M, A.Bazila Banu, M. Kishore Kumar, “Predicting the energy output of wind turbine based on weather condition”, First International Conference on Renewable Energy and Green Technology(ICREGT-2020), SRM Institute of Science and Technology, SRM IST, Ghaziabad, October 2020

Karthiga M, Sountharrajan S, Nandhini S S, Sathish Kumar B, “Machine Learning Based Diagnosis of Alzheimer’s Disease”, International Conference on Image Processing and Capsule Networks(ICIPCN 2020), King Mongkut’s University of Technology Thonburi, Thailand, Bangkok, Thailand, May 2020

Karthiga M, Dhamodharan M, Karthika T, Khalidh Ahamed A, “Real-Time Sentiment Analysis using Machine Learning”, AICTE Sponsored Fourth International Conference on Green, Intelligent Computing and Communication Systems ICGICCS’20â?¢, Hindusthan College of Engineering and Technology, Hindusthan College of Engineering and Technology, March 2020

Karthiga M, “Brain Tumor Segmentation using Deep Neural Networks”, First International Conference on Intelligent Digital Transformation (ICIDT 2019), Sri Ramakrishna Engineering College, Coimbatore, July 2019

Karthiga M, Hieroni Anto Nics Raja, Praveen S, Praveen Kumar R, “Precise Shutter”, National Conference on Data Protection and Privacy, Sona College of Technology, Salem, April 2019

M.Karthiga, G.Sathish Kumar, N.Aravindhraj, S.Priyanka, “Machine Learning-based Sentiment Analysis of Twitter Data”, Fifth IEEE International Conference on Advances in Computing and Communication Engineering, IEEE, BIT, April 2019

M.Karthiga, “A survey on detection of Cancer Gliomas using Machine Learning”, National Conference on Big Data Analytics for Cyber Intelligence and Defense on Cyber Crimes against Women, National Commission for Women, BIT, March 2019

Karthiga M, Parath K, Prasanth V, Mukesh R, “You Tube Video Web Scraping and Analysis”, Eighth International Conference on Advanced Science and Engineering Research, Al-Ameen Engineering College, Erode, March 2019

Sasireka S and Karthiga M, “Comparative Analysis on Image Retrieval Technique using Machine Learning”, International Conference on Intelligent Computing and Communication for Smart World, IEEE Sponsored Conference at Kongu Engineering College, Kongu Engineering College, December 2018

Karthiga M, “Shrewd Green House Management System using Internet of Things (IoT)”, National conference on Recent Trends in Ubiquitous Computing and Communication Technology, Bannari Amman Institute of Technology, Sathyamangalam, October 2018

Karthiga M, “A Novel Battery and Capacitor Using IoT to interface Renewable Energy Sources with dual direction and its applications”, International conference on Recent Innovations in Engineering, Technology and Management , Nandha Engineering College, Erode, March 2018

Karthiga M , “Missing Data Prediction in Microarray using Enhanced Regression Method”, International Conference on Cyber Physical Systems for Next Generation Computing, Sathyamangalam, BIT, March 2018

Karthiga M, “IoT Applications to Monitor Plant Diseases “, Recent Trends in Ubiquitous Computing and Communication Technology (RTUCCT-2017), Sathyamangalam, BIT, December 2017

Karthiga M, Vidhya Shri H, Suganya E, “Cognitive System to Improve Human Computer Interface in IoT Systems”, ICMR sponsored International Conference on Bio-informatics in Health care using Big Data 2017, Nammakkal, Vivekanandha Engineering College for Women, August 2017

Karthiga M, “Automatic Breast Cancer Detection system using Data Mining Techniques”, International Conference on Advancements in Science, Engineering, Technology and Management-2017 (ICASET17) , Erode, M.P.Nachimuthu M.Jaganathan Engineering College, March 2017

Karthiga M, Prasanth V, Parath K, “Smart Energy in Buildings Using Internet of Things Framework”, Fifth National Conference on National Conference on Networking and Communication System, Nammakkal, Excel Engineering College, March 2017

Karthiga M, Iniya Shree.S , Mariyammal C , “Improving Congestion Control in WSN by Multipath Routing with priority based Scheduling”, International Conference on Inventive Systems and Control (ICISC 2017), Coimbatore, JCT College of Engineering and Technology, January 2017

Karthiga M, “Diaster Prediction and Management Using Data Mining Techniques”, National Conference on Recent Trends in Ubiquitous Computing and Communication Technology (RTUCCT-2016) , Sathyamangalam, Bannari Amman Institute of Technology, December 2016

Karthiga M, “Diaster Prediction and Management Using Data Mining Techniques”, International Conference on Recent Advances in Technology, Engineering and Science (ICRATES~2016), Vellore, C.Abdul Hakeem College of Engineering and Technology, July 2016

Karthiga M, “A High Frequency Link Single Pass PWM Rectifier”, National Conference on Advancement in Electrical Science and Technology, Chennai, Magna College of Engineering, September 2014

Karthiga M, “A Semantic Search Engine using Semantic Similarity Measure Between Words”, National Conference on Advancements and Innovations in Electric Technology and Allied science in Engineering(AIEAIE13) , Namakkal, Excel College of Engineering and Technology, April 2013

Karthiga M. and Kalaivaani PCD, “A Semantic Search Engine using Semantic Similarity Measure Between Words”, TCS Sponsored National Conference on Recent Advances in Computing (NCRAC 2013), Coimbatore, Sri Krishna College of Engineering, March 2013

Karthiga M. and Kalaivaani PCD, “A Semantic Similarity Approach Based On Web Resources”, IEEE Sponsored International Conference On Information Communication , Chennai, SA College of Engineering, February 2013

Karthiga M. and Kalaivaani PCD, “A Semantic Similarity Measure Between Words Based On Web Resources”, International Conference on Communication, Information and Computing, Vijayamangalam, Sasurie College of Engineering, January 2013

S.No	Name of the Scholar	Reg. No.	Reg. Date	Title of the Ph.D Thesis / Tentative title of the Research	Status
1	Tharsanee R M	18234697200	Jul-2018	Machine Learning Application for Cyber Physical Systems	Confirmation Completed
2	Meenakshi Dhanalakshmi M	21234691134	Jan-2021	Energy Efficient Routing and Security Authentication in IoT Based Networks	Confirmation Completed
3	Revathy J	21224697431	Jul-2021	Optimization of QoS Performance in Cloud Computing	Confirmation Completed
4	Uma Maheshwari G	24244691436	Jan-2024	Privacy Preserving Mechanisms in Internet of Things	Registration Completed
5	Suhana S	24244691621	Jan-2024	Enhancing Climate Change Prediction Accuracy Through Ensemble Modelling of Spatial-Temporal Data Using Machine Learning Classifiers	Registration Completed
6	Priyanga M A	24254697234	Jul-2024	Certain Investigations on Multimodal Fusion Approach for Early Detection and Progression Monitoring of Diabetic Retinopathy in Patients with Diabetes	Registration Completed

S No.	Title	Date	Reg. No.	Status	Level	Funding Agency
1	DESIGN FOR EMOTION-AWARE AI CARE ROBOT IN ELDERLY PATIENT MONITORING	09.07.2025	465088-001	Filed	National	Self
2	POWER BANK CHARGER DEVICE	15.03.2024	382350-001	Granted	National	Self
3	MEDTRACK-MEDIBOTTLEN	20.09.2023	396346-001	Filed	National	Self
4	SMART JEWEL BOX	14.08.2023	392758-001	Filed	National	Self
5	CLIP LOCK SAFETY PIN	12.01.2023	366949-001	Granted	National	Self
6	MOSQUITO REPELLENT DEVICE	04.01.2023	352719-001	Granted	National	Self
7	RAIN DROP COLLECTOR UMBRELLA	29.12.2022	347142-001	Granted	National	Self
8	SMART AUTOMATED TOILET EXHAUST AND AIR FRESHENER SYSTEM	04.08.2022	202241045209	Filed	National	Self
9	CHARGEABLE MOBILE HOLDER	16.02.2022	352720-001	Granted	National	Self
10	SMART TEMPERATURE MONITORING SYSTEM USING FINGERPRINT ATTENDANCE AUTHENTICATION SYSTEM	28.12.2021	202141061140	Filed	National	Self
11	INGENIOUS TRAFFIC MANAGEMENT SYSTEM USING IOT	28.12.2021	202141061133	Filed	National	Self
12	HANDY MOSQUITO REPELLENT DEVICE	11.08.2021	352720-001	Filed	National	Self
13	PERSONAL ELECTRICAL WOMEN SAFETY DEVICE	07.06.2021	202141025203	Filed	National	Self
14	INGENIOUS MOBILE ASSISTANTS SYSTEM FOR PHYSICALLY HANDICAPPED PEOPLE	08.02.2021	202141005227	Filed	National	Self
15	FOOD ADULTERATION DETECTOR FOR INDIAN SPICES	21.12.2020	202041055480	Filed	National	Self
16	SMART ENERGY EFFICIENT IOT HEALTH MONITORING SYSTEM USING ESTIMATED COMPUTING	10.07.2020	202041029468	Filed	National	Self
17	DESIGN FOR AUTOMATIC SANITIZER SPINDRIFT MACHINE FOR LEGAL TENDER	02.07.2020	202041028123	Filed	National	Self
18	SELF-REGULATING PET FEED DISPENSER DEVICE	29.01.2020	202041003895	Filed	National	Self
19	INGENIOUS HIDDEN CAMERA DETECTION DEVICE	21.11.2019	201941047541	Filed	International	Self

S No.	Topic	Program	Venue	Date
1	Harnessing Deep Learning Technique for Enhanced Microvascular Segmentation2024-	Guest Lecture	Madanapalle Institute of Technology and Science	19.09.2024
2	Computational Tools-Detecting Autism Using Deep Learning	workshop	BIT	03.1.2022
3	Bayesian Theory and Optimization Concepts	AICTE-ATAL-5 days online FDP on Data Science	Francis Xavier Engineering College-Tirunelveli	03.11.2020
4	Big Data Processing	AICTE Sponsored Online Short Term Training Programme (STTP) Series- III on Deep Learning Applications and Challenges in Big Data Analytics	Vellalar College of Engineering and Technology	07.10.2020
5	Bayesian Networks and Decision Theory	AICTE ATAL FDP, in "Artificial Intelligence"	Vellalar College of Engineering and Technology	25.08.2020
6	Machine Learning	Webinar	Vivekananda College of Technology for Women	23.05.2020

S No.	Title	Author	Publication	Year / Month
1	Unleashing the Potentials of Blockchain Technology for Healthcare Industries	P Sathish Kumar, M Karthiga, E Balamurugan	Elsevier	2023
2	Computational Intelligence in Robotics and Automation	SS Nandhini, M Karthiga, SB Goyal	CRC Press	2023
3	Robotic Assistants from Personalized Care to Disease Diagnosis and Treatment Plans in Healthcare Applications, Computational Intelligence in Robotics and Automation	M Karthiga, P Dhivya, SS Nandhini, V Santhi		2023
4	Deep convolutional neural network–based image classification for COVID-19 diagnosis	RM Tharsanee, RS Soundariya, A Saran Kumar and M Karthiga, S Sountharrajan		2021
5	Blockchain for Automotive Security and Privacy with Related Use Cases, Transforming Cybersecurity Solutions Using Blockchain	M Karthiga, SS Nandhini, RM Tharsanee, M Nivaashini and RS Soundariya		2021
6	Machine Learning Based Diagnosis of Alzheimers Disease	Karthiga M., Sountharrajan S., Nandhini S.S., Sathis Kumar B	Springer	2020
7	On-the-Go Network Establishment of IoT Devices to Meet the Need of Processing Big Data Using Machine Learning Algorithms	S. Sountharrajan, E. Suganya, M. Karthiga, S. S. Nandhini, B. Vishnupriya, B. Sathiskumar	Springer International Publishing	2020
8	Internet of Things in Bio Medical Engineering	E.Suganya,S.Sountharrajan, Shishir Kumar Shandilya	Elsevier	2019
9	Dynamic Recognition of Phishing URLs Using Deep Learning Techniques	S. Sountharrajan, M. Nivashini, Shishir K. Shandilya, E. Suganya, A. Bazila Banu, and M. Karthiga	EAI/Springer Innovations in Communication and Computing	2019

S.No.	Membership Number	Membership Body	Year	Duration
1	LM 129860	The Indian Society for Technical Education	2019	Life Time