Dr Bharathi A - Bannari Amman Institute of Technology

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

L. Malathi, A. Bharathi and 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 (ICCIT), Tabuk, Saudi Arabia, 2022, pp. 330-334, doi: 10.1109/ICCIT52419.2022.9711619.

Bharathi A And 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, Jan 2024

Bharathi A, L Malathi And 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, Feb 2024

Senthilkumar R and 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 And Saranya D, “Enhanced Epileptic Seizure Identification Using Sparse Elm-Abo Fusion With Feature Reduction And Multi-Class Classification”, Journal Of Intelligent & Fuzzy Systems, Nov 2023

D. Saranya and 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, 2023, pp. 1-6, doi: 10.1109/STCR59085.2023.10396912.

Chellappan D, Rajaguru H. Detection of Diabetes through Microarray Genes with Enhancement of Classifiers Performance. Diagnostics (Basel). 2023 Aug 11;13(16):2654. doi: 10.3390/diagnostics13162654. PMID: 37627916; PMCID: PMC10453776, 2023.

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, pp. 202-207, FEB 2020.

Muthusami R , Bharathi A , Saritha K COVID-19 Outbreak: Tweet based Analysis and Visualization towards the Influence of Coronavirus in the World GEDRAG pp. 534-549, APR 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) pp. 325-330, JUN 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 pp. 1159 (2020) – JUN 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), pp. 1452-1455, NOV 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 pp. 40-51, JAN 2019.

kaliraj S Bharathi A Path testing based reliability analysis framework of component based software system Measurement Journal (Elsevier) pp 20-32, FEB 2019.

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

Kotteswari A Bharathi Spectral Expansion Method For CPS Dependability Model International Journal for Science and Advance Research In Technology, pp. 1008-1013, MAY 2019.

Dr. A. Bharathi, R Muthusamy Stance Detection and mobile App Recommendation Disclosure on Tweets Computational Intelligence: An International Journal, pp. 1043-1060, OCT 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), pp. 8445-8449, NOV 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), pp. 4421-4424, DEC 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, pp. 97-113, NOV 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 pp. 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, pp. 1-6, APR 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, pp. 43-49, APR 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, pp. 101 – 110, JUL 2018.

R Subha, Dr. K. Ananda Kumar, Dr A Bharathi An Ensemble based Extreme Learning Machine for Cardiovascular Disease Prediction International Journal of Applied Engineering Research (IJAER), pp. 7903-7912, JUL 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 1688-1694 MAR 2018

Kotteswari, A Bharathi A Novel and Efficient Multi-hop Routing Algorithm for Manet Communications in Computer and Information Science, pp. 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, pp. 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, pp. 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, pp. 670 – 681, MAR 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, pp. 87 – 91, AUG 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 pp. 345-349, NOV 2017.

Subha R, Ananda Kumar K, Bharathi A Prediction of Cardiovascular Disease Using Modified Extreme Learning Machine International Journal of Recent Scientific Research, pp. 21530-21536, NOV 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 pp. 840-846, NOV 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 pp. 1655-1669, NOV 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 pp. 68-72, NOV 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, pp. 9555-9560, NOV 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, pp. 1- 6, AUG 2017.

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

Thiyagaran C, Anandakumar K, Bharathi A Diabetes Mellitus Diagnosis based on Transductive Extreme Learning Machine International Journal of Computer Science and Information Security, pp. 412-416 MAR 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. pp. 331-336, FEB 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. pp. 575-582, FEB 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, pp. 4377-4380, JAN 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, pp. 99-102, JAN 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, pp. 166-178, DEC 2016

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

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

B.Murugesakumar, K.Anandakumar,A.Bharathi A SurveyOn Soil Classification MethodsUsing Data MiningTechniques International Journal of Current Trends in Engineering and Research (IJCTER) pp. 43-47, JUL 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), pp. 1-6, JUL 2016.

Gopalakrishnan T, Sengottuvelan P,Bharathi A Two Level Clustering of wTwo Level clustering of Web Log Files to Enhance the Quality of User Data International Journal of Advanced Engineering Technology, pp. 1138-1144, JUN 2016.

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

M.Sangeetha, K. Anandakumar, A.Bharathi Automatic Image Annotation and Retrieval: A Survey International Research Journal of Engineering and Technology (IRJET), pp. 1143-1147, APR 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), pp. 1283-1296, APR 2016.

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

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

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

C. Thiyagarajan , K. Anandha Kumar, A. Bharathi An Application of Extreme Learning Machine for Diagnosis of Diabetes Mellitus TECHNOLOGY REVIEW, pp. 127-132, MAY 2016.

Thiyagarajan C, Ananda Kumar K, Bharathi A A Survey on Diabetes Mellitus Prediction Using Machine Learning Techniques International Journal of Applied Engineering Research pp. 1810-1814, MAR 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), pp. 825-828, AUG 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), pp. 1-5, JUL 2015

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

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

A.Bharathi, R.Shilpa MiningWeb Facial Images on Content Based Image Retrieval and Search Based Face Annotation Analysis International Journal of Applied Engineering Research (IJAES), pp. 8268-8273, MAR 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, pp. 1336-1340, MAR 2015.

A.Bharathi, E.Deepankumar Multi Label Natural Image Classification Using Artificial Neural Network International Journal of Advanced Computing and Communication Systems (IJACCS), pp. 1-5, NOV 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), pp. 16137-16143, SEP 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), pp. 74-79, AUG 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) pp. 9 – 13, AUG 2014.

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

A.Bharathi, K.Anandakumar Investigation on Cancer Classification Using machine Learning Approaches Journal of Biomaterials And Tissue Engineering (JBT), pp. 492-500, JUN 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), pp. 4738-4743, JUN 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 pp. 27-34, MAR 2014.

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

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

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

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

A.Bharathi, G.Koteswari, A.M.Natarajan A Novel Index for Query Processing in Geographic Information Retrieval OSIET journal of Information Technology, pp. 1-6, MAY 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 pp. 63-71, APR 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 pp. 1295-1301, JAN 2011.

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

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

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

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

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

A.Bharathi, A.M.Natarajan Minimal Feature Selection using SVM based on ANOVA Journal of Theoretical and Applied Information Technology, pp. 162-168, JAN 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, pp. 1764-1768, 2010.

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.

S.No.	Name of the Scholar	Register Number	Date of Reg.	Title of the Ph.D Thesis / Tentative title of the Research	Status
1	R Lokesh Kumar	11130931007	January 2011		Completed
2	T Goplalakrishnan	11130931005	January 2011		Completed
3	Krishnammal N	11210632017	March 2012	Registration Confirmed
4	Kaliraj S	1513469745	May 2015	The Robust And Simple Reliability Analysis Framework Of Complex Component Based System With Incorporation Of Path Test	Completed on January 2020
5	Malathi L	1523469872	May 2015	Certain Investigations On Performance Enhancement Of Vlsi Multipliers	Completed on January 2023
6	Munaf S	1518469845	May 2015	Certain Methods For Performance Improvement In Vlsi Architecture	Registration Confirmed
7	Sathiyaraj R	1614469182	February 2016	Efficient Classification Algorithm For Predicting Heart Diesase At The Earliest	Completed on December 2020
8	Saranya D	1624469187	February 2016	Investigations On Learning Algorithms In Machine Learning Based Classifiers	Registration Confirmed
9	Kotteswari K	1624469472	February 2016	Performance Modelling, Analysis And Evaluation Of Cloud Computing Systems	Completed on July 2023/td>
10	Muthusami R	16137697162	June 2016	Recommender System For Mobile Applications Using Social Media	Completed on January 2021
11	Khadirkumar N	16144697324	July 2016	Configuring Mobile Sensor Robot In Wireless Sensor Networks	Registration Confirmed
12	Senthilkumar R	17134697210	June 2017	Image De-Noising By Vtv Method For Unknown Noise Image	Thesis Submitted
13	Naveena S	17244697471	July 2017	Efficient Feature Selection For Premature Divination Of Diseases	Thesis Submitted
14	Kalaivani R	17244697551	July 2017	A Web Mining Application For Disease Detection	Registration Confirmed
15	R Deepika	21244691557	January 2021	Inttelligent Scheduling Of Tasks And Activities For Educational Institute Using Machine Learning Techniques	Registration Confirmed
16	P Sobiyaa	21244697352	July 2021	Classification Using Machine Learning Algorithm	Registration Confirmed
17	M Natarajan	21144697498	July 2021	Development Of Technologic Solutions To Address The Traditional Block Chain Platform Issues	Registration Confirmed
18	S Yuvalatha	23244697133	January 2023	Disease Prediction Using Machine Learning	Course Work Completed

S.No.	Title	Date	Reg. No.	Status	Level	Funding Agency
1	TO DEVELOP AN EDGE COMPUTING DEVICE TO MONITOR THE LAKE MANAGEMENT WITH VISION ASSISTANT	23.05.2022	202241029429	Filed	National	Self
2	SMART TRANSPORT MONITORING SYSTEM FOR SCHOLL CHILDREN	02.06.2022	202241031607	Filed	National	Self
3	SYSTEM FOR PREFERENTIAL ROUTE CONTROL OF EMERGENCY VEHICLE BY CONTROLLING TRAFFIC LIGHTS	21.08.2019	201941033704	Filed	National	Self
4	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
5	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
6	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	Internet of Things and Bigdata Analytics for Smart Generation	R Sathyaraj, B Balamurugan	Springer	2019
2	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