Dr Bharathi A - Bannari Amman Institute of Technology

Experience Type	Organization	From	To	Total Experience
Engineering	Bannari Amman Institute of Technology, Sathyamangalam	05.08.1998

Degree	Specialization	Institute	University	Year of Passing
B.E.	Computer Science and Engineering	Kongu Engineering College	Anna University, Chennai	1998
M.E.	Computer Science and Engineering	Bannari Amman Institute of Technology	Anna University, Chennai	2007
Ph.D.	Information and Communication Engineering	Anna University, Chennai	Anna University, Chennai	2012

S.No.	Subject Area
1	Data Mining
2	Machine Learning
3	Soft Computing
4	Software Engineering

Bharathi A, R. Kalaivani, “Dsxnet: A cutting-edge hybrid model for accurate chronic kidney disease detection and classification,” International journal of computational intelligence systems, Jan 2026, Springer Nature, SCI/WoS, doi: 10.1007/s44196-025-01143-5.

Deepika, R., & Bharathi, A. (2025). Enhanced cardiovascular disease classification using the mayfly algorithm and real-time data. Biomedical Signal Processing and Control, 112. Elsevier. https://doi.org/10.1016/j.bspc.2025.108755

Manikandan K, Raja G V, Kavita Singh, Dinesh Kumar Yadav, Umaselvi M, A Bharathi , “An Integrated Approach for Landslide Susceptibility Prediction using Decision Tree and Recurrent Neural Networks”,”International Conference on Computing Methodologies and Communication (ICCMC)”, Pages.1519-1524, September 2025, doi: 10.1109/ICCMC65190.2025.11140991.

Khadirkumar N, Bharathi A , ‘AEETMS: An Attribute-Based Energy Efficient Scheduling Scheme for Enhanced Performance and Longevity in Wireless Sensor Networks””, “”Tehnicki Vjesnik-Technical Gazette””, Volume No.32, Issue No.5, Pages.1723-1728, August 2025, doi. 10.17559/TV-20241113002126.

Nandini Kannan, Erugu Krishna, Joel Josephson P, Ravi Kant, Rathnamma M V, Bharathi A, “A Machine Learning-Based Smart Water Management Framework for Agricultural Irrigation Using a Stacked Ensemble Model”, “”International Conference on Trends in Material Science and Inventive Materials””, May 2025, DOI: 10.1109/ICTMIM65579.2025.10987969, Scopus Indexed.”
Natarajan M, Bharathi A, Sai Varun C & Shitharth Selvarajan, “Quantum Secure Patient Login Credential System using Blockchain for Electronic Health Record Sharing Framework”, “Scientific Reports”, Pages.1, DOI. https://www.nature.com/articles/s41598-025-86658-9, 2025 .

Udaya Suriya Rajkumar D, Sathiyaraj R, Bharathi A, Mohan D, Vidyullatha Pellakuri, “Enhanced Lion Swarm Optimization and Elliptic Curve Cryptography Scheme for Secure Cluster Head Selection and Malware Detection in IoT-WSN”, Sci Rep 14, 29869 (2024). https://doi.org/10.1038/s41598-024-81038-1.

M. Natarajan, Bharathi A, “Linear Block Cipher and Category Based Random Opposition Learning for Secured Electronic Health Record Sharing”, Biomedical Signal Processing and Control, Volume 102, April 2025, 107194, https://doi.org/10.1016/j.bspc.2024.107194.

S Munaf, Bharathi A, A N Jayanthi, “FPGA-Based Low-Light Image Enhancement Using Retinex Algorithm and Coarse-Grained Reconfigurable Architecture”, Scientific Reports 14, 28770 (2024). https://doi.org/10.1038/s41598-024-80339-9.

G Manikandan, B Murugesa Kumar, A Bharathi, K Anandakumar, R Senthilkumar, “ORPN Algorithm Used to Diagnosis and Identify Plant Diseases Based on Image Segmentation using Deep Learning Techniques”, IEEE Explore, Doi: 10.1109/Iccams60113.2023.10526168 , Date Added to IEEE Xplore: 15 May 2024.

Bharathi A, Saranya D, “Automatic Detection of Epileptic Seizure Using Machine Learning-Based Ianfis-lightgbm System”, Journal of Intelligent & Fuzzy Systems, Vol. No.46, Issue No.1, 2024.

Bharathi A, L Malathi A ,N Jayanthi, “FPGA Design Of FFT Based Intelligent Accelerator With Optimized Wallace Tree Multipler For Image Super Resolution And Qiuality Enhancement”, Biomedical Signal Processing And Control, Vol. No.88, 2024.

Senthilkumar R, A Bharathi, “Feature Extraction Using Gray Scale Co-occurrence Matrix (GLCM) With Brisk Hybrid Algorithm in Diabetic Retinal Images” Journal Data Acquisition and Processing ISSN:1004-9037 https://sjcjycl.cn/DOI:10.5281/zenodo.98549608

Bharathi A, Saranya D, “Enhanced Epileptic Seizure Identification Using Sparse Elm-Abo Fusion With Feature Reduction and Multi-class Classification”, Journal of Intelligent & Fuzzy Systems, 2023.

D Saranya, A Bharathi, “Prediction of Happiness Score by Adopting Simple Linear Regression Model,” 2023 Third International Conference on Smart Technologies, Communication and Robotics (Stcr), Sathyamangalam, India, Pages.1-6, Doi:10.1109/stcr59085.2023.10396912 , 2023.

Chellappan D, Rajaguru H, Detection of Diabetes Through Microarray Genes With Enhancement of Classifiers Performance. Diagnostics (BASL).11;13(16):2654. Doi: 10.3390/diagnostics13162654. Pmid: 37627916; Pmcid: Pmc10453776, 2023.

L Malathi, A Bharathi N Jayanthi, “ FPGA Implementation of Adaptive Nmls Algorithm: Timbre Based Filtering From Multiple Harmonics Using Fir Filters,” 2022 2nd International Conference on Computing and Information Technology (ICIT), Tabuk, Saudi Arabia, Pages.330-334, Doi:10.1109/iccit52419.2022.9711619, 2022.

Jayanthi A N, Bharathi A, Jayanthi A N, Malathi L, Munaf S, Bharathi A, “Wearable Child Safety System”, Iop Conference Series: Materials Science and Engineering, Vol. No.932, Issue No.1, 2020.

Rajendran S, Ayyasamy B, “Short-Term Traffic Prediction Model for Urban Transportation Using Structure Pattern and Regression: an Indian Context”, Sn Applied Sciences, Vol.No.2, Issue No.7, 2020.

Khadir Kumar N, A Bharathi, “Real Time Energy Efficient Data Aggregation and Scheduling Scheme for Wsn Using Atl Computer Communications”, Pages. 202-207, 2020.

Muthusami R, Bharathi A, Saritha K, Covid-19 Outbreak: Tweet Based Analysis and Visualization Towards the Influence of Coronavirus in the World Gedrag Pages. 534-549, 2020.

L Malathi, A Bharathi, A N Jayanthi, FPGA Implementation in Robust FFT Architecture for Signal Processing Applications International Journal of Innovative Technology and Exploring Engineering (IJITEE) Pages.325-330, 2020.

Sathiyaraj Rajendran, Bharathi Ayyasamy, Short-Term Traffic Prediction Model for Urban Transportation Using Structure Pattern and Regression: an Indian Context Sn Applied Sciences, a Springer Nature Journal Pages.1159, 2020.

S Munaf, A Bharathi, A N Jayanthi, A Review on Performance Optimization Techniques in Coarse-grained Reconfigurable Architecture for Multimedia Applications International Research Journal of Engineering and Technology (IRJET), Pages.1452-1455, 2020.

Kaliraj S, Bharathi A ,The Robust Architecture Based Reliability Analysis Framework of Complex Software System Using in-degree and Out-degree International Journal of Intelligent Engineering and Systems Pages. 40-51, 2019.

Kaliraj S,Bharathi A, Path Testing Based Reliability Analysis Framework of Component Based Software System Measurement Journal (ELSEVIER),Pages-20-32, 2019.

L Malathi, A Bharathi, A N Jayanthi, Review on Fast Complex Multiplication Algorithms and Implementation International Journal of Current Engineering and Scientific Research, Pages-22-27,2019.

Kotteswari,A Bharathi Spectral Expansion Method for CPS Dependability Model International Journal for Science and Advance Research in Technology, Pages.1008-1013, 2019.

A Bharathi, R Muthusamy, Stance Detection and Mobile App Recommendation Disclosure on Tweets Computational Intelligence: An International Journal,Pages.1043-1060,2019.

L Malathi, A Bharathi, A N Jayanthi, FPGA Implementation of Area Efficient CMOS Multiplier using Fast Kogge Stone Look Ahead Logarithmic Adder International Journal of Recent Technology and Engineering (IJRTE), Pages.8445-8449, 2019.

S Munaf, A Bharathi, A N Jayanthi, An Enhanced Low Power Dual Data Injection Technique for Coarse – Grained Reconfigurable Architecture International Journal of Innovative Technology and Exploring Engineering (IJITEE), Pages.4421-4424, 2019.

Rajkumar R, Anandakumar K, Bharathi A, Adaptive Grasshopper Optimization Algorithm based Feature Selection with Enhanced Extreme Learning Machine Classifier for Coronary Artery Heart Disease Prediction International Journal of Computational Intelligence Research, Pages.97-113, 2019.

Rajkumar R, Anandakumar K, Bharathi A,Grasshopper Optimization Algorithm based Feature Selection with Twin Support Vector Machine Classifier for Coronary Artery Heart Disease Prediction International Journal of Control and Automation,Pages.256-267, 2019.

S Gokila, K Ananda Kumar, A Bharathi EARMIA Model to Analyses and Ranking Attributes of Time Series Data International Journal of Computer Science and Information Technology, Pages.1-6, 2018.

C Thiyagarajan, K Ananda Kumar, A Bharathi A Novel Methods For Diagnosis Of Diabetes Mellitus Using Machine Learning Classifiers International Journal of Computer Science and Information Technology, Pages.43-49, 2018.

Gopalakrishnan T, Sengottuvelan P, Bharathi A, An Approach to Web Page Prediction using Variable order Markov Model in Recommendation Systems Journal of Internet Technology, Pages.101 – 110, 2018.

R Subha, K Ananda Kumar, A Bharathi, An Ensemble based Extreme Learning Machine for Cardiovascular Disease Prediction International Journal of Applied Engineering Research (IJAER), Pages.7903-7912, 2018.

V Sri Vinitha, D Karthika Renuka, A Bharathi E-Mail Spam Classification Using Machine Learning in Distributed Environment Journal of Computational and Theoritical NanoScience,Pages- 1688-1694, 2018.

Kotteswari, A Bharathi, A Novel and Efficient Multi-hop Routing Algorithm for Manet Communications in Computer and Information Science, Pages.47-57, 2018.

R Lokesh Kumar, E Mathuravani, A Bharathi, A new Perspective for Decision Makers to Improve Efficiency in Social Business Intelligence Systems for Sustainable Development International Journal of Environment and Sustainable Development, Pages.404-416, 2018.

Rajkumar R , Anandakumar K, Bharathi A, Improved Bacterial Foraging Optimization based Twin Support Vector Machine (IBFO-TSVM) Classifier for Risk Level Classification of Coronary Artery Heart Disease in Diabetic Patients International Journal of Applied Engineering Research, Pages.1716-1721, 2018.

B Murugesa Kumar, K Ananda Kumar, A Bharathi, Growing Vegetables to Classify Soil and Weather Data for All over the Year Using C365 Algorithm Journal of Advanced Research in Dynamical and Control Systems 9 Special, Pages.670 – 681, 2017.

A Bharathi, B Murugesa Kumar, K Ananda Kumar, Fuzzy Bio-Inspired K-Nearest Neighbor Techniques for Spatial Data Analysis in Coimbatore Region International Journal on Future Revolution in Computer Science,Pages.87-91, 2017.

B Murugesa Kumar, K Ananda Kumar, A Bharathi, Improved Soil Data Prediction Model Based Bioinspired K-Nearest Neighbor Techniques for Spatial Data Analysis in Coimbatore Region International Journal on Future Revolution in Computer Science Pages.345-349, 2017.

Subha R, Ananda Kumar K, Bharathi A, Prediction of Cardiovascular Disease Using Modified Extreme Learning Machine International Journal of Recent Scientific Research, Pages.21530-21536, 2017.

B Murugesa Kumar, K Ananda Kumar, A Bharathi, Improved Fuzzy K-Means Cluster Algorithm to Analyse Weather Data in Coimbatore Region International Journal of Advance Engineering and Research Development Pages.840-846, 2017.

R Lokeshkumar, A Bharathi,E Maruthavani, Dimension Reduction Technique to Discover the Web Usage Clusters for Web Sessionization International Journal of Advance Research in Science and Engineering Pages.1655-1669, 2017.

Munaf S, Bharathi A, Malathi L, Jayanthi A N, FPGA Implementation of Compressing Technique in VLSI Multipliers for FFT Architectures International Journal of Current Engineering and Scientific Research Pages.68-72, 2017.

A Bharathi, S Gokila, K Anandakumar, MPS KMEAN Model to form Projected Attribute Based Clusters to Extract Heuristic Pattern in Seasonal Data International Journal of Applied Engineering Research, Pages.9555-9560, 2017.

Thiyagaran C, Anandakumar K, Bharathi A, A Novel Method of Hybrid Extreme Learning Machine for Diabetes Mellitus Diagnosis Indian Journal of Science and Technology, Pages.1- 6, 2017.

Gokila S, Anandakumar K, Bharathi A, MPSKM Algorithm to Cluster Uneven Dimensional Time Series Subspace Data International Research Journal of Engineering and Technology,Pages. 686-692, 2017.

Thiyagaran C, Anandakumar K, Bharathi A, Diabetes Mellitus Diagnosis based on Transductive Extreme Learning Machine International Journal of Computer Science and Information Security, Pages.412-416, 2017.

Gopalakrishnan T, Sengottuvelan P, Bharathi A, Dimensionality Reduction for Hybrid Medical Information Opinion Mining Intelligent Automation and Soft Computing, Special issue: Bio medical Signal and Image Processing, Pages.331-336, 2017.

R Rajkumar, K Anandakumar, A Bharathi, Risk Level Classification of Coronary Artery Disease (CAD) in Diabetic Patients using Neuro Fuzzy Classifier International Journal of Computational Intelligence Research.Pages.575-582, 2017.

Subha R, Ananda Kumar K, Bharathi A, An Analysis of Cardiovascular Disease Classification Using Extreme Learning Machine International Journal of Artificial Intelligent Systems and Machine Learning, Pages.4377-4380, 2017.

L Malathi, A Bharathi, A N Jayanthi, S Munaf Design, Of Fast Integer Pipelined Multipliers for CMOS 64-bit Synchronous and AsynchronousLogic with Adaptable Latency International Journal on Recent and Innovation Trends in Computing and Communication, Pages.99-102, 2017.

R Lokesh Kumar,P Sengottuvelan, A Bharathi, An Efficient and Novel Technique to Cluster the User Interests in E-Commerce With Web Usage Mining for Web Personalization Asian Journal of Research in Social Sciences and Humanities, Pages.166-178, 2016

M Sangeetha, K Anandakumar, A Bharathi, An Improved Markovian Semantic Image Retrieval System Using Optimized Product Quantization Wulfenia Journal 23,Pages.2-22, 2016.

G Angeline Prasanna, K Anandakumar, A Bharathi, A Bio Capsule Generation in Multimodal Biometric Authentication Using Kernal Based Approach Wulfenia Journal, Pages. 265-300, 2016.

B Murugesakumar, K Anandakumar, A Bharathi, A Survey on Soil Classification MethodsUsing Data Mining Techniques International Journal of Current Trends in Engineering and Research (IJCTER) Pages.43-47, 2016.

S Gokila,K Anandakumar,A Bharathi, Different Versions of K -Mean Clustering in Complete Set of Numerical Data Points International Journal of Scientific Engineering and Applied Science (IJSEAS), Pages.1-6, 2016.

S Gokila, K Anandakumar, A Bharathi, Different Versions of K -Mean Clustering in Complete Set of Numerical Data Points International Journal of Scientific Engineering and Applied Science (IJSEAS), Pages.1-6, 2016.

R Rajkumar, K Anandakumar, A Bharathi, Coronary Artery Disease (CAD) Prediction and Classification – A Survey ARPN Journal of Engineering and Applied Sciences, Pages. 5749-5754, 2016.

M Sangeetha, K Anandakumar, A Bharathi, Automatic Image Annotation and Retrieval: A Survey International Research Journal of Engineering and Technology (IRJET), Pages.1143-1147, 2016.

G Angeline Prasanna, K Anandakumar, A Bharathi, Multi Modal Biometric Systems: A State of the Art Survey International Research Journal of Engineering and Technology (IRJET), Pages. 1283-1296,2016.

A Bharathi, D Swathi, Disease Analysis of Paddy Leaves Using Classification South Asian Journal of Engineering and Technology,Pages.1-5, 2016.

Subha R, Ananda Kumar K, Bharathi A, Study on Cardiovascular Disease Classification Using Machine Learning Approaches International Journal of Applied Engineering Research,Pages.4377-4380, 2016.

A Bharathi, D Swathi, Disease Classification of Paddy Leaves Using HSI Feature Extraction and SVM Technique International Journal for Scientific Research and Development, Pages.127-129, 2016.

C Thiyagarajan, K Anandha Kumar, A Bharathi, An Application of Extreme Learning Machine for Diagnosis of Diabetes Mellitus Technology Review, Pages.127-132, 2016.

Thiyagarajan C, Ananda Kumar K, Bharathi A, A Survey on Diabetes Mellitus Prediction Using Machine Learning Techniques International Journal of Applied Engineering Research Pages.1810-1814, 2016.

Thiyagarajan C, Ananda Kumar K, Bharathi A, A study on Customer Relationship Management in Data Mining International Journal of Advanced Research in Computer Science and Software Engineering(IJARCSSE), Pages.825-828, 2015.

S Gokila,K Anandakumar,A Bharathi, Modified Projected Space Clustering Model on Weather Data to Predict Climate on Next Season Indian Journal of Science and Technology (IJST), Pages.1-5, 2015.

A Bharathi, K Anandakumar, Cancer Classification Using Relevance Vector Machine Learning Approach Journal of Medical Imaging and Health Informatics,Pages..630-634, 2015.

A Bharathi, E Deepankumar, Natural Object Classification Using Artificial Neural Network International Journal of Applied Engineering Research (IJAES), Pages.16359-16363, 2015.

A Bharathi, R Shilpa, Mining Web Facial Images on Content Based Image Retrieval and Search Based Face Annotation Analysis International Journal of Applied Engineering Research (IJAES),Pages.8268-8273, 2015.

S Gokila,K Anandakumar,A Bharathi, Clustering and Classification in Support of Climatology to Mine Weather Data- A Review International Journal of Computing Algorithm (IJJOA) 4 Special Issue, Pages.1336-1340, 2015.

S Gokila,K Anandakumar,A Bharathi, Clustering and Classification in Support of Climatology to Mine Weather Data- A Review International Journal of Computing Algorithm (IJJOA) 4 Special Issue, Pages.1336-1340, 2015.

A Bharathi, E Deepankumar, Multi Label Natural Image Classification Using Artificial Neural Network International Journal of Advanced Computing and Communication Systems (IJACCS), Pages.1-5, 2014.

K Anandakumar, K Rathipriya, A Bharathi, A Web Based Recommendation System for Personal Learning Environments Using Hybrid Collaborative Filtering Approach International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET), Pages.16137-16143, 2014.

S Kaliraj, N Premkumar, A Bharathi, The Novel Life Cycle Model for Component Based Software System Based on Architecture Quality Using KCW Framework International Journal of Information Technology and Computer Science (IJITCS), Pages.74-79, 2014.

A Bharathi, R Shilpa, A Survey on Crime Data Analysis of Data Mining Using Clustering Techniques International Journal of Advanced Research in Computer Science and Management Studies (IJARCSMS), Pages. 9-13, 2014.

A Bharathi, E Deepankumar, Survey On Classification Techniques In Data Mining International Journal on Recent and Innovation Trends in Computing and Communication (IJRITCC). Pages.1983-1986, 2014.

A Bharathi, K Anandakumar, Investigation on Cancer Classification Using machine Learning Approaches Journal of Biomaterials And Tissue Engineering (JBT), Pages.492-500, 2014.

K Anandakumar, K Rathipriya, A Bharathi, A Survey on Methodologies for Personalized E-learning Recommender Systems International Journal of Innovative Research in Computer and Communication Engineering(IJIRCCE), Pages.4738-4743, 2014.

Deepa D, Poongodi C, Bharathi A, Satellite Image Enhancement using Discrete Wavelet Transform and Morphological Filtering for Remote Monitoring Australian Journal of Basic and Applied Sciences,Pages.27-34, 2014.

A Bharathi, S Anitha, Multiview Clustering Based on Tensor Solutions International Journal of Engineering Sciences and Research Technology(IJESRT), Pages.3396-3401, 2013.

A Bharathi, S Anitha, Integrating Multiview Clusters with Tensor Methods International Journal of Computer Science and Engineering Technology, Pages.1358 -1363, 2013.

A Bharathi, K Anandakumar, Investigations on Cancer Classification Using Neural Network Algorithms with Expressions of Very Few Genes Jokull Journal, Pages.124 -130, 2013.

A Bharathi, K Anandakumar, A M Natarajan Investigations on Cancer Classification Using Machine Learning Algorithms Jokull Journal, 63 7 Pages.131-137, 2013

A Bharathi, G Koteswari, A M Natarajan, A Novel Index for Query Processing in Geographic Information Retrieval OSIET journal of Information Technology,Pages.1-6, 2012.

A Bharathi, A M Natarajan, Enhanced Multicategory Classification Using Fast SVM Learning (FSVML) for Microarray Gene Expression Cancer Diagnosis International Journal of Computer Technology and Electronics Engineering IJCTEE, Pages.63-71, 2012.

A Bharathi, A M Natarajan, Efficient Classification of Cancer using Support Vector Machines and Modified Extreme Learning Machine based on Analysis of Variance Features DOI:10.3844/ajassp,Pages.1295-1301, 2011.

A Bharathi, A M Natarajan, Cancer Classification using Support Vector Machines and Relevance Vector Machine based on ANOVA Features Journal of Computer Science,Pages.1393-1399, 2011.

A Bharathi, A M Natarajan, Cancer Classification using Modified Extreme Learning Machine Based on ANOVA Features European Journal of Scientific Research,Pages.156-165, 2011.

A Bharathi, A M Natarajan, Cancer Diagnosis Using an Extreme Learning Machine International Journal of Biomedical Signal Processing,Pages.7-13, 2011.

A Bharathi, A M Natarajan, Cancer Classification of Bioinformatics data using ANOVA International Journal of Computer Theory and Engineering,Pages.369-373, 2010.

A Bharathi, A M Natarajan, Feature Selection for Microarray datasets using SVM and ANOVA International Journal of Computational Intelligence and Information Security, Pages.61-66, 2010.

A Bharathi, A M Natarajan, Minimal Feature Selection using SVM based on ANOVA Journal of Theoretical and Applied Information Technology, Pages.162-168, 2010.

Munaf S, Malathi L, Bharathi A, Jayanthi A N, Review on Power Dissipation Analysis of Conventional SRAM Cell Architecture International Journal of Advanced Research in Computer Engineering and Technology,Pages.1764-1768, 2010.

R Sathiyaraj, A Bharathi, Sikandar Khan, Tayybah Kiren, Inam Ullah Khan, Muhammad Fayaz, “A Genetic Predictive Model Approach for Smart Traffic Prediction and Congestion Avoidance for Urban Transportation”, International Journal of Wireless Communications and Mobile Computing, Wiley, Https://Doi.Org/10.1155/2022/5938411.

Bharathi A, K. Manikandan, Dinesh Kumar Yadav, Raja G. V., “An Integrated Approach for Landslide Susceptibility Prediction Using Decision Tree And Recurrent Neural Networks”, International Conference on “Computing Methodologies and Communication”, Surya Engineering College, Erode, 2025.
Bharathi A, “Reliable and Secure Electronic Health Records Sharing Framework Based on Blockchain”, International Conference on “Recent Innovations in Engineering and Technology”, BIT, 2025.
Bharathi A, “A Machine Learning-Based Smart Water Management Framework for Agricultural Irrigation using a Stacked Ensemble Model”, 5th International Conference on Trends in Material Science and Inventive Materials (ICTMIM-2025)”, Rohini College of Engineering and Technology, Kaniyakumari, Tamil Nadu, 2025.
Bharathi A, N Natarajan, “Cheque Processing Using Traditional Blockchain Issues and An Approach to Secure Processing”, International Conference on “Recent Innovations in Engineering and Technology”, BIT, 2024.

Bharathi A, D Saranya, “Prediction of Happiness Score By Adopting Simple Linear Regression Model”, Third International Conference on “Smart Technologies, Communication and Robotics 2023”, BIT, 2023.

Bharathi A, “ORPN Algorithm Used to Diagnosis and Identify Plant Diseases Based on Image Segmentation using Deep Learning Techniques”, IEEE International Conference on “New Frontiers in Communication, Automation, Management and Security”, SOCSE &IS, Presidency University, Bengaluru, 2023.

Bharathi A, “Hospital Management System”, Second National Conference on “Recent Advances in Communicative Electronics(NCRACE 2023)”, Department of ECE, SRM TRP Engineering College, 2023.

Bharathi A, Ms L Malathi, A N Jayanthi, Ms C Narmadha, “FPGA Implementation of Adaptive NMLS Algorithm: Timbre Based Filtering From Multiple Harmonics using Fir Filters”, Second International Conference on “Computing & Information Technology”, BIT, 2022.

Bharathi A, “NLP Based Deep Learning Model for Detecting Mental Illness using Social Media Posts”, International Conference on “Energy Power Integrated Circuits and Systems 2021”, BIT, 2021.

Degree	Title	Investigator(s)	Funding Agency	Amount	Project Status	Sanction Date
1	Personalized based fitness tracker to assist healthy lifestyle	Dr Bharathi A	TNSCST	7500	Completed	04.06.2025

S.No.	Name of the Scholar	Register Number	Date of Reg.	Title of the Ph.D Thesis / Tentative title of the Research	Status
1	Lokeshkumar R	11130931007	Jan-2011	Certain Investigations on Web Personalization to Improve the User Interests in E-Commerce	Completed on 21.09.2016
2	Gopalakrishnan T	11130931005	Jan-2011	Certain Investigations on Web Document Classification Using Swarm Intelligence	Completed on 18.12.2017
3	Kaliraj S	1513469745	Jul-2015	Robust and Adaptable Reliability Analysis Frameworks for Complex Component Based Software System	Completed on 03.01.2020
4	Malathi L	1523469872	Jul-2015	Certain Investigations on VLSI Multipliers for Filtering Techniques in Signal Processing Applications	Completed on 24.01.2023
5	Sathiyaraj R	1614469182	Jul-2016	Intelligent and Energy Aware Traffic Prediction Framework for Urban Transportation	Completed on 10.12.2020
6	Muthu Sami R	16137697162	Jul-2016	Analysis and Evaluation of Twitter Data for Stance Detection and Mobile App Recommendation by Topic Modeling Using Clustering Techniques	Completed on 25.01.2021
7	Kotteswari K	1624469472	Jan-2016	Analysis and Implementation of a Sustainable Cloud Computing Paradigm for an Efficient Performance Improvement	Completed on 21.07.2023
8	Naveena S	17244697471	Jan-2017	Efficient Feature Selection for Premature Divination of Diseases	Completed on 05.01.2024
9	Senthil Kumar R	17134697210	Jan-2017	Certain Investigation on Medical Image Processing Using Hybrid Algorithm	Completed on 16.02.2024
10	Munaf S	1518469845	Jul-2015	Investigations on Learning Algorithms in Machine Learning Based Classifiers	Confirmation Completed
11	Khadirkumar N	16144697324	Jul-2016	Configuring Mobile Sensor Robot in Wireless Sensor Networks	Confirmation Completed
12	Saranya D	1624469187	Jan-2016	Certain Methods for Performance Improvement in VLSI Architecture	Completed on 31.10.2025
13	Kalaivani R	17244697551	Jul-2017	A Web Mining Application for Disease Detection	Confirmation Completed
14	Natarajan M	21144697498	Jul-2021	Intelligent Scheduling of Tasks and Activities for Educational Institute Using Machine Learning Techniques	Confirmation Completed
15	Deepika R	21244691557	Jan-2021	Classification Using Machine Learning Algorithm	Confirmation Completed
16	Sobiyaa P	21244697352	Jul-2021	Development of Technologic Solutions to Address the Traditional Block Chain Platform Issues	Confirmation Completed
17	Yuvalatha S	23244697133	Jul-2023	Disease Prediction Using Machine Learning	Confirmation Completed

S.No.	Title	Date	Reg. No.	Status	Level	Funding Agency
1	AN IOT ENABLED CHEQUE PROCESSING DEVICE	04.10.2024	425562-001	Published	National	Self
2	TO DEVELOP AN EDGE COMPUTING DEVICE TO MONITOR THE LAKE MANAGEMENT WITH VISION ASSISTANT	23.05.2022	202241029429	Filed	National	Self
3	SMART TRANSPORT MONITORING SYSTEM FOR SCHOLL CHILDREN	02.06.2022	202241031607	Filed	National	Self
4	SYSTEM FOR PREFERENTIAL ROUTE CONTROL OF EMERGENCY VEHICLE BY CONTROLLING TRAFFIC LIGHTS	21.08.2019	201941033704	Filed	National	Self
5	REAL-TIME SENSOR CENTRIC DATA-AGGREGATION AND SCHEDULING METHOD FOR IMPROVED QUALITY OF SERVICE IN WIRELESS SENSOR NETWORK	15.06.2020	202041024986	Filed	National	Self
6	INTERNET OF THINGS BASED AIR QUALITY CLASSIFICATION DEVICE THROUGH INFRARED SPECTROSCOPY IN OUTDOOR ENVIRONMENT FOR SMART CITY ENFORCEMENT	20.10.2020	202041045377	Filed	National	Self
7	FEATURE DETECTION AND DIABETIC MEASUREMENT IN RETINAL IMAGES BASED ON HYBRID CLASSIFIER	09.01.2021	202141001051	Filed	National	IPR

S.No.	Topic	Program	Venue	Date
1	Recent Trends in Information Technology	Guest Lecture	Department of CSE, Sri Ramakrishna Institute of Technology	25.10.2016
2	Recent Trends in Information Technology	Guest Lecture	Department of ECE, Sri Ramakrishna Institute of Technology, Coimbatore	09.05.2015
3	Data Mining Techniques in Gene Expression data analysis	Two-day National Seminar on Knowledge Discovery in Microarray Gene Expression Data sponsored by DBT, Ministry of Science	Department of CSE, Bannari Amman Institute of Technology	20.10.2012
4	BEST PRACTICES OF HEIS FOR QUALITY ENHANCEMENT & COURSE OUTCOME FRAMING AND CO PO MAPPING,	WORKSHOP	ER PERUMAL MANIMEKALAI COLLEGE OF ENGINEERING, HOSUR,	23.09.2023

S.No.	Title	Author	Publication	Year / Month
1	Advanced Intelligent Predictive Models for Urban Transportation	Bharathi A	Taylor & Francis (Including CRC Press)	2022
2	Internet of Things and Bigdata Analytics for Smart Generation	R Sathyaraj, B Balamurugan	Springer	2019
3	Internet of Things in Biomedical Engineering	A. Bharathi , B. Balamurugan , K. Chokkanathan , R. Sathiyaraj , Abhishek Singh	Elsevier (Academic Press)	2019

S.No.	Awards
1	J C Bose Award 2023 - Outstanding Academicians, Associations of Researchers and Academicians India ,27.01.2024
2	Dr APJ Abdul Kalam Awards for Teaching Excellence -2017
3	Outstanding Women in Engineering Award

S.No.	Membership Number	Membership Body	Year	Duration
1	LM 71360	Indian Society for Technical Education (ISTE)	2010	Life Time
2	102865	International Association of Engineers (IAENG)	2017	Life Time
3	SR3140900132	International Society for Research and Development (ISRD)	2022	Life Time