A Comprehensive System for Handwritten Character Recognition using Deep Learning

Leveraging Predictive Analytics and Smart Irrigation for Sustainable Agriculture: A Systematic Literature Review

SMART ADVERTISING USING MACHINE LEARNING

Sunitha P,Geetha Kiran A,Uma, Channakeshava, Suresh Babu, Boron Deficiency Detection in Banana Leaves using Skip-Connected Convolutional Neural Network (SC-CNN), Mapana Journal Of Sciences, UGC-Care, 2024, https://doi.org/10.12723/mjs/70.1

P Sunitha, B Uma, A Geetha Kiran, S Channakeshava, CS Suresh Babu,A Convolution Neural Network with Skip Connections (CNNSC) approach for detecting micronutrients boron and iron deficiency in banana leaves, Journal of Umm Al-Qura University for Engineering and Architecture, 2024, № 4, p. 467-485, DOI:10.1007/s43995-024-00069-x

H M Keerthi Kumar et al., 2025. “Review on Sentimental Analysis and Aspect Analysis with Codemix using LLM, BERT, and Naive Bayes”, International Journal of Scientific Research in Engineering and Management (IJSREM), Vol 9, Issue 1, pp. 1-4. DOI: 10.55041/IJSREM40598.

Title: Early Detection of Parking Disease using Machine Learning.

ISSN:2582-3930

Dhavan S, Deeksha S V, Kavyasri M N, Dhanushree, Deeksha K, “Deep Fake Detection: A Comprehensive Survey and Comparative Analysis”, International Journal of Scientific Research in Engineering and Management (IJSREM).

Namratha Jay, Kavyasri M N, Monisha S, Nihari H R, Milind K G, Disaster Classification and Assessment, International Journal of Engineering Research and Applications.

Title: Agribot:AI-Powered Precision Agriculture for Sustainable Crop Management

ISSN:2582-3930

published in: IJSREM journal on volume 09 issue 01 janaury 2025

ECOTRAP: PROTECTING WILDLIFE – SMART TRAPS FOR A GREENER TOMORROW

G.Pushpa, M. Chaitra, Lakshmi P. Kolur, Shashank Dhananjaya, Kavyasri M. N., R. Sunitha,Abhilasha P. Kumar. An Advanced AI Framework for Mental Health Diagnostics Using Bidirectional Encoder Representations from Transformers with Gated Recurrent Units and Convolutional Neural Networks. Ingénierie des Systèmes d’Information.

Review on Voice Recognition for Student Attendance

AI Powered Attendance System for Class Rooms using Face Recognition

Abhilasha P. Kumar, Sunitha R, Chaithra M , Shashank Dhananjaya, Kavyasri M N , Nandini G,"An Energy-Efficient and Secure WSN Routing Protocol Using Bayesian Networks and Elitist
Genetic Algorithms" Journal Européen des Systèmes Automatisés.

SEGMENTATION OF RETINAL LAYERS IN OCT FOR IDENTIFICATION OF NEURAL DISORDERS BY MACHINE LEARNING MODELS

Diagnosis of Dementia using Eye Movements

Identification of memory loss disease by Ocular Biomarkers using Deep Learning Models 

Kavyasri M N, Shobha Chandra K, “GLCM Feature Analysis Using CT Images to Detect Lung Tumor”,International Journal of Engineering Research and Applications.

Fuzzy Based Driver Monitoring System

Ayeesha Siddiqha, Neha Nadig, “Empowering Women with Instant Emergency Alerts using IoT” International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET)

H M Keerthi Kumar et al., 2025. “Review of Sentiment Analysis in Cryptocurrency Trading”, International Research Journal on Advanced Engineering Hub (IRJAEH), Vol 3, Issue 06, pp. 2738-2746. DOI: https://doi.org/10.47392/IRJAEH.2025.0406

H M Keerthi Kumar et al., 2025. “Deep Learning-based Automated Identification of Indian Medicinal Plants Using Leaf Imagery”, International Journal of Scientific Research in Engineering and Management (IJSREM), Vol 9, Issue 5, pp. 1-4. DOI: 10.55041/IJSREM47867

H M Keerthi Kumar et al., 2025. “Aspect Based Sentiment Analysis on Codemix Languages”, International Journal of Scientific Research in Engineering and Management (IJSREM), Vol 9, Issue 5, pp. 1-4. DOI: 10.55041/IJSREM48037.

H M Keerthi Kumar et al., 2025. “Medicinal Plant Detection Using Machine Learning and Deep Learning”, International Journal of Scientific Research in Engineering and Management (IJSREM), Vol 9, Issue 1, pp. 1-4. DOI: 10.55041/IJSREM40636

VASANTH KUMAR N T 1 , ABHIJITH M V 2 , ABHIRUDH MAHESH 3 , ABHISHEK L D 4 , ABHISHEK R 5 “Decentralized Social Media: Addressing Trust and Transparency in Digital Communication” INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN TECHNOLOGY January 2025 | IJIRT | Volume 11 Issue 8 | ISSN: 2349-6002

Mr. Vasanth Kumar N T1, Mr. Sagar C R2, Mr. Sagar D3, Mr. Vishal M G4, Mr. Thejas H S5 “Agripulse Based on Harnessing Machine Learning And IoT for Smart Farming” International Journal of Scientific Research in Engineering and Management (IJSREM)
Volume: 09 Issue: 01 | Jan - 2025 SJIF Rating: 8.448 ISSN: 2582-3930

Harshitha C. J., Nayana M. D., Priya R. K., Prathiksha B. A., Ayeesha Siddiqha, “Malaria Detection using Machine Learning”, International Journal of Innovative Research in Computer and Communication Engineering(IJIRCCE)

Yuktha Shetty H P, Nidhi H G, Moulya P Shetty, Ayeesha Siddiqha.

“Multifunctionality Vehicle and Driver Safety System”

International Journal of Innovative Research in Computer and Communication Engineering

Ayeesha Siddiqha,Neha Nadig,Kruthi V P,Manavi Jain A N,Divya R, “IOT Based Pill Reminder and Monitoring System” International Journal for Research in Applied Science & Engineering Technology (IJRASET)

Ayeesha Siddiqua, B.Ramesh, J.Chandrika, Arshad Khan, “ “Detect and Mitigate Social Engineering attacks by analyzing Human Interaction patterns” International Conference on Innovative Computing and Communication (ICICC- 2024)

Ayeesha Siddiqha, Neha Nadig, Kruthi V , “Centralized Access of Academic Activities”, International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET)

H M Keerthi Kumar and Kavya. S. M, 2024. “Examining The Role Of Information And Artificial Intelligence In National Security: A Comparative Analysis”, International Journal of Research Publication and Reviews (IJRPR), Vol. 5, No. 5, pp. 3777-3780

Sunitha P, Margaret R E, Anragya Y S, Anaga Dixith, Anu Mohan, Amulya D J, Intelligent medication classifier: Harnessing machine learning for Pharmacy medication sorting, International Journal Of Engineering Applied Sciences And Technology, Vol. 8, Issue 11, ISSN No. 2455-2143, Pages 153-160, March 2024

"Exploring Bias in Sclera Segmentation Models: A Group Evaluation
Approach", IEEE Transactions on Information Forensics and
Security, vol. 18, pp. 190-205, 2022.

Hybrid Codebook Optimization Technique for Vector Quantization to Preserve the Quality of the Decompressed Image. In the IEEE INDISCON-2023, organized by IEEE Mysore Subsection at GSSS Institute of Engineering & Technology for Women, during 5th August -7th August 2023 in association with IEEE India Council and IEEE Bangalore Section.

Sunitha P, Margaret R E, Cinchana S, Deeksha H.V, Divyashree H.R, Gagana B.S. , An ESP32-Powered Automated Car Ensuring Fire Suppression and Gas Control for Optimal Safety and Efficiency, DOI:10.61350/v14-105485

Conductivity – Driven Evaluation Of  Mango Seed Viability, Sunitha P, Pratheeksha HS, Rakshitha R Ramesh, Margaret R E, Nurturing Innovative Technological Trends In Engineering Bioscience (Nitte-Bio  2023),19th  & 20th  December 2023

H M Keerthi Kumar et al., 2024. “Voice Web : Your Intelligent Virtual Assistant”, International Scientific Journal of Engineering and Management (ISJEM), Vol. 3, No. 2, pp. 1 – 6

H M Keerthi Kumar and Geethanjali B N, 2024. “Skin Cancer Diagnosis-Lesion Segmentation-Review Study”, International Journal Of Novel Research And Development (IJNRD), Vol. 9, No. 4, pp. 734-737

H M Keerthi Kumar and Rumaiza K, 2024. “Enhanced Personalization: A Comprehensive Study of Recommendation Systems In E-Commerce”, International Journal of Research Publication and Reviews (IJRPR), Vol. 5, No. 5, pp. 3690-3693

H M Keerthi Kumar and Sushmitha G P Harithas, 2024. “Ml Based Diagnostic Paradigm In Hepatocellular Carcinoma”, International Journal Of Novel Research And Development (IJNRD), Vol. 9, No. 5, pp. 2456-4184

A Convolution Neural Network with Skip Connections (CNNSC) approach for detecting micronutrients boron and iron deficiency in banana leaves. J. Umm Al-Qura Univ. Eng.Archit. (2024). https://doi.org/10.1007/s43995-024-00069-x

H M Keerthi Kumar, Dhanushree.C.P, 2024. “Exploring The Intersection Of Ai And Iot Security: A Comprehensive Review”, International Journal of Research Publication and Reviews (IJRPR), Vol. 5, No. 5, pp. 4246-4250

H M Keerthi Kumar and Devika Devaraj. G. D, 2024. “Exploring the Dangers of AI a review on Malicious Use and Abuse in Crime”, International Journal of Research Publication and Reviews (IJRPR), Vol. 5, No. 5, pp. 3990 – 3992

A robust framework for Alzheimer’s disease detection and staging: incorporating multi-feature integration, MRMR feature selection, and Random Forest classifcation published in springer Multimedia Tools and Applications https://doi.org/10.1007/s11042-024-19875-5

An Overview of Various Techniques Involved in Detection of Anomalies from Surveillance Cameras, International Journal of Computer Science Engineering And Information Technology, Vol. 13, No.4, pp. 15-22, August, 2023. 10.5121/ijcseit.2023.13402

Tejonidhi M R et.al, Vision-Based Complete Scene Understanding Using Faster Region-Convolutional Neural Network; 2024 International Conference on Data Science and Network Security (ICDSNS)

Sunitha P, C S Suresh Babu, Anarghya Y S, Anagha Dixith N, Y M Shashidhara , Machine Learning For Sustainable Weed Management In Maize Fields: A Prototype Solution, Sustainability, Entrepreneurship Equity And Digital Strategies (SEED), Noida, December 8-9, 2023

Mr. Keerthi K S, Abhigna H G, Lakshmi K R, Nandan Gowda D S, Megha N  International Journal of Advanced Research in Computer and Communication Engineering  "Real-Time Hand Gesture Detection using Deep Learning" 

Sunitha P, Ramya M, Margaret R. E, Preksha Gowda S P, Identifying Pepper Seeds Adulteration With Papaya Seeds Via Ph Sensor Analysis,  Sustainability, Entrepreneurship, Equity And Digital Strategies, (SEED), Noida, December 8-9, 2023

Vasanth Kumar NT, Gomathi V, Nirmala, Sahana N, Sindhu L P “Traffic Accident Detection using Video Surveillance”  International Journal of Innovative Research in Computer and Communication Engineering e-ISSN: 2320-9801, p-ISSN: 2320-9798

Patent  Publication: SMART WATER QUALITY MONITORING DEVICE

A Machine Learning based Approach for Crop Price Prediction, Journal of Circuits, Systems and Computers, World Scientific Connect Great Minds,, 8 July 2023

H.V. Shashidhara, “Forest Fire Detection and Alarm System”, ICEAIST-24, April 2024

H.V. Shashidhara, “Blockchain Technology based E-voting system”, issn:2319-5940 in IJARCCE, Volume 13, Issue 4, April 2024

“Arduino based Solar Tracker in Dual Axis”,  Margaret R E., Ragib R Sharief, Syed Ahmed Osama, Sunitha P., C. S Suresh Babu,International Conference on Current Research in Engineering & Technology -4th ICCRET-2023 Chirala, Andhra Pradesh,

Vasanth Kumar N.T and Geetha Kiran “AN OVERVIEW OF VARIOUS TECHNIQUES INVOLVED IN DETECTION OF ANOMALIES FROM SURVEILLANCE CAMERAS”  International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), Vol.13, No.4, August 2023

N. Sushma, H. N. Suresh, J. M. Lakshmi, P. N. Srinivasu, A. K. Bhoi and P. Barsocchi, "A Unified Metering System Deployed for Water and Energy Monitoring in Smart City," in IEEE Access, vol. 11, pp. 80429-80447, 2023, doi: 10.1109/ACCESS.2023.3299825. 

Facial Recognition for Criminal Identification,  International Journal of Scientific Research in Engineering and Management (IJSREM) Volume: 07 Issue: 07 | July - 2023 SJIF Rating: 8.176 ISSN: 2582-3930 

Keerthi K S; Jagadisha N; et al "A Linear Nearest Neighbour Lasso Step Based Honey Badger Algorithm for Robust Network Intrusion Detection System"
2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE)

IOT based Fisherman Tracking System Using Node Microcontroller Unit, International Journal of Scientific Research in Engineering and Management (IJSREM) Volume: 07 Issue: 07 | July - 2023 SJIF Rating: 8.176 ISSN: 2582-3930  

Sahana G C, Monika M M, “Optimal Discovery Expelling Blueprint for Cognitive Radio Networks”, 14th International conference on advances in computing, control, and telecommunication technologies –ACT 2023 Scopus Index 16th June 2023, ISBN-978-81-955890-5-0.

Harshitha S,et al,Securing the Data using Steganography Technique in Images,14 th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2023, 2023, 2023-June, pp. 1491–1496

Harshitha,et al,A Survey on Deep Learning methods for Speech Emotion Recognition, 14th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2023, 2023, 2023-June, pp. 1491–1496

Title : "Cyber bullying Detection and prevention on social media"

ISSN: 2583 -6129

Monika M M, INDRAKUMAR K S , NEETHU A V ,NISCHITHA B H , S DAVID RAJ “Pathology Classification in Voice Signal “,14th International conference on advances in computing, control, and telecommunication technologies –ACT 2023 Scopus Index 16th June 2023, ISBN-978-81-955890-5-0.

Network intrusion detection and classification using machine learning predictions fusion,  Indonesian Journal of Electrical Engineering and Computer Science Vol. 31

Harshitha Somashekar and Pramod Halebidu Basavaraju, Feature level fusion of multi-source data for network intrusion detection”, IAES International Journal of Artificial Intelligence (IJ-AI), Vol. 13, No. 3, September 2024, pp. 2956~2962, ISSN: 2252-8938, DOI: 10.11591/ijai.v13.i3.pp2956-2962. (Scopus indexed- Q3) 

Deep fake detection system

Harshitha S,et al,Cipher Safe: Your Digital Password Guardian, International Journal of Advanced Research in Computer and Communication Engineering Impact Factor 8.102Peer-reviewed & Refereed journalVol. 13, Issue 4, April 2024 DOI: 10.17148/IJARCCE.2024.13487

Keerthi K S et atl An Elliptic Curve Digital Signature Algorithm for Securing the Healthcare Data Using Blockchain Based IoT Architecture Publisher: IEEE
 

Hand Gesture Control Robert Using Arduino

International Journal of Multidisciplinary Research in Science , Engineering, Technology & Management (IJMRSETM)

Harshitha S,et al, Enhancing Intrusion Detection in IoT Systems ,International journal of innovative Research in Computer and Communication Engineering

Key-cipher policy attribute-based encryption mechanism for access control of multimedia data in cloud storages; Indonesian Journal of Electrical Engineering and Computer Science, Vol. 28, No. 1

Survey of Access Control Techniques Based on CP-ABE scheme to Ensure Secure Access of Multimedia Data in Cloud Storage, International journal in science, engineering and technology

Taylor CFRO-Based Deep Learning Model for Service-Level Agreement-Aware VM Migration and Workload Prediction-Enabled Power Model in Cloud Computing, DOI: 10.4018/IJSIR.304724, International Journal of Swarm Intelligence Research, Volume 13,  

Workload Prediction Based Virtual Machine Migration and Optimal Switching Strategy for Cloud Power Management, Springer: Wireless Personal Communications - An International Journal, Volume 123, Issue 1 Mar 2022, pp 761–784 

An analysis of Human Disease-Cancer using Microscopic Images, International Journal of Innovative Research in Computer and Communication Engineering, e-ISSN: 2320-9801, Volume 10, Issue 5

Workload Prediction Based Virtual Machine Migration and Optimal Switching Strategy for Cloud Power Management, Wireless Personal Communications - An International Journal

Pooja D.C., Sara Aziz, Shakuntala Koujalagi, Shilpa B. H., Mr. Vasanth Kumar N.T. Driver Drowsiness Detection Using OpenCV and Raspberry Pi International Journal for Research in Applied Science & Engineering Technology (IJRA) ISSN: 2321-9653; IC Value: 45.98

Thirthe Gowda M T, Chandrika J Cluster based segmentation for tobacco plant detection & classification, Bulletin of Electrical Engineering & Informatics(BEEI), Vol 12, ISSN 2089-3191, Scopus indexed Q3, Feb 202

Sunitha R, Chandrika.J ,Secure Optimal Routing Framework for Wireless Sensor Network to Improve Quality of Services, Journal Of Electronics Information Technology Science And Management JEITSM, ISSN NO : 0258-7982,Scopus And Ugc Care Group 2 Journal volume
13, issue 1, pp 136-151, Jan 2023

Sunitha R, Chandrika J, Rajashree S, Pavithra H C, Rohini T Fuzzy Inference with Enhanced Convolutional Neural Network Based Classification Framework for Predicting Heart Attack Using Sensor Data, IIETA RIA , Vol. 37, No. 1, February 2023 

Sunitha R, Chandrika.J ,Machine Learning Techniques to Combat Security Threats in Social Internet of Things, International Journal of Research in Engineering, Science and Management ISSN: 2581-5792, Volume 6, Issue 3, March 2023

Sunitha R, Chandrika.J Fuzzy and Neural Network based Pattern Mining and Classification Model for Medical Data Analysis, International Journal of Advanced Computer Science and Applications (IJACSA) - Volume 14 No 1 , Jan 2023

Shashikumar S U, Shreyas H C,  Shashank C R,  Shishir H, Ayeesha Siddiqha, “StartEzy - The Platform for Startups and Budding Entrepreneurs”,

International Journal of innovative research in computer and communication engineering

"A Fuzzy Consensus Clustering Algorithm for MRI Brain Tissue
Segmentation", Applied Sciences, 2022, 12 (15) 7385 (IF: 2.67)

Computer Assisted Disease Diagnosis Syndrome using Lip, IEEE 2023 World conference on communication and computing (WCONF), Raipur, India, 2023

H.V. Shashidhara, “Hostel mess attendance system”, issn:2582-5208 in IRJMETS, Volume 5, Issue 7, PP: 14-18, July 2023

H.V. Shashidhara, “Ultrasonic glass for blind and smart stick”, issn:2395-6992 in IJOER, Volume 9, Issue 6, PP: 14-18, June 2023

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE) , Vol 10, Issue 4,  April 2023, pp- 45-48

Kavyasri M N, Ramesh B, “Key- cipher Policy based ABE with efficient encryption of multimedia data at data centers of cloud”, International journal of Engineering Trends and Technology volume 11 issue 1 May 2022.

Traffic Prediction for Intelligent Transport System

Infection Control Robot IOT

AUTOMATIC LANE LINE DETECTION USING AI

Sunitha P a, Uma B a, Channakeshava S b, Suresh Babu C S , A fully labelled image dataset of banana leaves deficient in nutrients, Data in Brief, Volume 48, June 2023, 109155, Elsevier.

Indian Patent: SMART ENERGY METER TO INCORPORATE DEMAND RESPONSE

Scene Understanding Using IOT

Harshitha Somashekar and Ramesh Boraiah, Network intrusion detection and classification using machine learning predictions fusion, Indonesian Journal of Electrical Engineering and Computer Science,Vol. 31, No. 2, August 2023, pp. 1147~1153, ISSN: 2502-4752, DOI: 10.11591/ijeecs.v31.i2.pp1147-1153. (Scopus indexed) 

Harshitha S,et al,Malicious URL Detection Using Logistic Regression, International Journal for Research in Applied Science & Engineering Technology (IJRASET)  ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 7.538 ,Volume 11 Issue VII Jul 2023- Available at www.ijraset.com 

N Sushma, Suresh H N, Mohana Lakshmi J, “Smart Water Flow Meter for Improved Measurement of Water Usage in a Smart City”, 2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), 2022, pp. 1-6, doi: 10.1109/ICAECT54875.2022.9808041.

1. SIDA-GAN: A lightweight Generative Adversarial Network for Single Image Depth Approximation, Results in Engineering (Q1), Elsevier publication, September 2022,100636, ISSN 2590-1230, https://doi.org/10.1016/j.rineng.2022.100636.

Harshitha S,et al,Intensity Based Headlight Management System,International Journal for Research in Applied Science & Engineering Technology (IJRASET)
ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 7.538
Volume 11 Issue VII Jul 2023

Harshitha S.et al, IOT Based Food Spoilage Detector, International Journal for Research in Applied Science & Engineering Technology (IJRASET) ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 7.538 Volume 11 Issue VII Jul 2023

Harshitha S,et al,War Field Intelligent Spy Robot,International Journal of Advanced Research in Science,Engineering and Technology,Vol. 10, Issue 6, June 2023

Online E-Learning Portal System to Enhance Teaching and Learning

Amalgamation of neural network and genetic algorithm for efficient workload prediction in data center, Advances in VLSI, Signal Processing, Power Electronics, IoT, Communication and Embedded Systems: Select Proceedings of VSPICE 2020

Naresh E, Babu JA, Tejonidhi MR, Keerthi KS. Trend Detection in Stock Prices using Ensemble Methods. In2022 IEEE International Conference on Data Science and Information System (ICDSIS) 2022 Jul 29 (pp. 1-5). IEEE.

A Skip Connected Depth wise Separable Neural Network for Novel View Synthesis of Solid Objects, Results in Engineering (Q1), vol. 13, pp. 1-14, Elsevier publication, March , 2022.

Naresh E, Ananda BJ, Keerthi KS, Tejonidhi MR. Predicting the Stock Price Using Natural Language Processing and Random Forest Regressor. In2022 IEEE International Conference on Data Science and Information System (ICDSIS) 2022 Jul 29 (pp. 1-5). IEEE.

Detecting malicious users in the social networks using machine learning, Approach, International Journal of Social Computing and Cyber-Physical Systems

Babu JA, Keerthi KS, Tejonidhi MR, Sangeetha S, Kumar R. Eye Blink to Speech Conversion for Paralyzed (MND) Patients Using ML Based Algorithm. In2022 IEEE International Conference on Data Science and Information System (ICDSIS) 2022 Jul 29 (pp. 1-6). IEEE.

Secure, Efficient, And Certificates Authentication Scheme For Wired And Wireless Networks, International Journal of Advanced Research in Engineering and Technology

Published paper “Detection and Classification of Vehicle using Video Processing “in International Journal of Computer Science Trends and Technology (IJCST) – Volume 10 Issue 3, May-Jun 2022 (ISSN :  2347-8578)

H M Keerthi Kumar et al., 2021. “Clinical Text Classification for Covid-19: An Empirical Evaluation”, International Journal of Advance in Engineering and Management (IJAEM) (Google Scholar, Jour Informatics, CiteseerX), ISSN: 2395-5252, Vol. 3, Issue 7, pp. 2579, DOI: 10.35629/5252-030725792584

Mohana Lakshmi J, Suresh H. N., Mahajan Sagar Bhaskar, et. al, “Real-Time Implementation of Extended Kalman Filter Observer with Improved Speed Estimation for Sensorless Control”, IEEE Access, pp. 50452 – 50465, 30th March 2021, (Impact Factor of 4.08/ SCI indexed)

Arjun G. T., N. S. Jyothi, Mohana Lakshmi J., Neethu V. S., “Simulation of Vector Controlled Adjustable speed System of Doubly Fed Induction Machine”, International Journal on Recent and Innovation Trends in Computing and Communication, vol. 6, Issue June 2018 (indexed in Thomson Reuters with an Impact factor 5.75)

Keerthi KS, et al Predicting the Stock Price Using Natural Language Processing and Random Forest Regressor. In2022 IEEE International Conference on Data Science and Information System (ICDSIS) 2022 Jul 29 (pp. 1-5). IEEE

Sunitha R, Chandrika.J, “Malevolent node detection bsed on network parametersmining in wireless sensor networks”, International journal of digital crime & forensics(IJDCF), VOL 13, issue 6, July 2021

Thirthe Gowda M T, Chandrika J, Hybrid texture and gradient modeling for dynamic background subtraction identification system using 5G data service, Computer Assisted Methods in Engineering and Science, Scopus indexed, Print ISSN: 2299-3649,June 2022

Mental Health App using React Native

Extrapolating Z-Axis Data for a 2D Image on a Single Board Computer. Proceedings of International Conference on Data Science and Applications. Lecture Notes in Networks and Systems, vol. 288, pp. 503-512, Springer, Singapore. https://doi.org/10.1007/978-981-16-5120-5_38

An Ensemble Deep Neural Network Approach for Oral Cancer, International Journal of Online and Biomedical Engineering, Vol. 17, No. 02, pp. 121-134,2021.

Kidney Stone Detection

"SSS-PR: A Short Survey of Surveys in Person Re-identification", Pattern
Recognition Letters (Elsevier) 143 (2021): 50-57(IF: 3.25)

"Person Re-identification: Implicitly Defining the Receptive Fields of
Deep Learning Classification Frameworks", Pattern Recognition
Letters (Elsevier)145 (2021): 23-29 (IF: 3.25)

Kavyasri M N, Ramesh B, "Key-Cipher Policy Attribute-Based encryption mechanism for access of multimedia data at data centers of cloud ", Indonesian Journal of Electrical Engineering and Computer Science, October 2022

H.V. Shashidhara, “Neural Network Based Image Classification For Animal and Bird Intrusion Detection System in Agricultural Area”, e-issn:2320-9801, p-issn:2320-9798 in IJIRCCE, Volume 10, Issue 7, July 2022

H.V. Shashidhara, “Agribot: IMPLEMENTATION OF ADAPTIVE PID IN A SPRAY BOT”, e-issn:2320-9801, p-issn:2320-9798 in IJIRCCE, Volume 10, Issue 7, July 2022

Naresh E, Babu JA, Tejonidhi MR, Keerthi KS. Trend Detection in Stock Prices using Ensemble Methods. In2022 IEEE International Conference on Data Science and Information System (ICDSIS) 2022 Jul 29 (pp. 1-5). IEEE.

Keerthi K S et al . Eye Blink to Speech Conversion for Paralyzed (MND) Patients Using ML Based Algorithm. In2022 IEEE International Conference on Data Science and Information System (ICDSIS) 2022 Jul 29 (pp. 1-6). IEEE

Gas Sensing Robotic Device using Wi-Fi

Crop yield prediction based on Indian agriculture using machine learning

Pre-eminent Strategy for Effective Utilization of Power in Data Center, International Journal of Recent Technology and Engineering (IJRTE)

Harshitha S and Ramesh B, Performance Analysis of Decision Tree Classifier in Network Intrusion Detection System, International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET), Volume 10, Issue 6, June 2021, eISSN: 2319-8753, p-ISSN: 2320-6710, 10.15680/IJIRSET.2021.1006384.

Detection of autism spectrum disorder using machine learning

Kavya, Sahana N, Shwetha S U, Supreetha, Kavyasri M N, “ Ranking Websites in Search Engines using Big Data Platform”, International journal of innovative research in technology. May 2021

Kavyasri M N, “Analysis of data access control methods to ensure security for the cloud storage”, International Journal of Research in Engineering and Science.Vol. 9 issue 8, August 2020

Driver fatigue detection using SVM classifier

Student Centric Pragmatic Approach to Impart Concepts of Python Applications Programming, Journal of Engineering Education Transformations, Vol. 34, No. 1, pp. 52-60, July 2020.

Implementation of Gas Leakage Monitoring and Prevention System Using IoT

H.V. Shashidhara, “Air Quality Monitoring System Based on IoT using Raspberry PI”, e-issn:2320-9801, p-issn:2320-9798 in IJIRCCE, Volume 9, Issue 6, June 2021

H.V. Shashidhara, “Smoke Person Detection Using R-CNN”, e-issn:2320-9801, p-issn:2320-9798 in IJIRCCE, Volume 9, Issue 6, June 2021

Support Vector Machine Method to Identify and Classify Astronomical Objects, IJEAST, Vol 5, Is 4, Aug 2020

Harshitha S and Ramesh B,Resolving Wireless Sensor Networks Issues using Machine Learning Techniques: A Review, Volume 9, Issue VII, International Journal for Research in Applied Science and Engineering Technology (IJRASET) Page No: 3412- 3420, ISSN : 2321-9653, www.ijraset.com 

Eye Tracking System for Password Authentication using Haar Cascade Classifier

Deeksha R, Mohana Lakshmi J, H M Harshita, “Performance Improvement in Sensorless Vector Control of IM using Bus Clamped PWM”, 5th IEEE sponsored International Conference on Design Innovation for 3Cs-Compute, Communicate, Control ICDI3C-2021, pp. 88-92, held at MVJ College of Engineering, Bangalore, 11-12 June 2021

Mohana Lakshmi J., Nithin Kumar, Mohammed Zilfikar, Bhupinson, “Enhanced Solar Photovoltaic Based Electric Bike Charging Unit using Cascaded Boost Converter”, in the web-based 6th National Conference on “Emerging Trends in Engineering & Technology” on 15th May, 2020

H M Keerthi Kumar et al., 2020. “Home Security Using Object Detection and Face Recognition”, International Research Journal of Engineering and Technology (IRJET) (DRJI, Mendeley, Google Scholar), e-ISSN: 2395-0056, p-ISSN: 2395-0072, Vol. 07, No. 6, pp. 4528.

Oral Malignancy Detection Using Color Features from Digital True Color Images, International Journal of Online and Biomedical Engineering, Vol. 6, No. 14, pp. 95-106,2020

H M Keerthi Kumar and B S Harish, 2019. “Automatic Irony Detection using Feature Fusion and Ensemble Classifier”, International Journal of Interactive Multimedia and Artificial Intelligence [IJIMAI] (DOAJ, DBLP, Web of Science, Google Scholar, WorldCat), Vol. 5, No. 7, pp. 7, DOI: 10.9781/ijimai.2019.07.002

N. B.R., G. Kiran A., D. M.S., M. S. and C. H.S., "Texture Analysis of Color Oral Images for Lesion Detection," 2020 International Conference on Computational Performance Evaluation (ComPE), Shillong, India, 2020, pp. 067-072, doi: 10.1109/ComPE49325.2020.9200023.

M. V. Neethi, A. Geetha Kiran, Harshvardhan Tiwari; Yield estimation in mango orchards using machine vision. AIP Conf. Proc. 26 March 2021; 2336 (1): 050004.

1. Predicting life span of aircraft engine using LSTM, National conference Innovative Research Advances in Engineering Applications and processes, Jyothy Institute of Technology, Bengaluru, 28 August, 2020.
2. Rapid communication to customers evading deception at ATM, National conference Innovative Research Advances in Engineering Applications and processes, Jyothy Institute of Technology, Bengaluru, 28 August, 2020

Mango Tree Data-set for Yield Estimation- Some Exploratory Analysis, International Conference on Applied Mathematics and Computational Intelligence (ICAMCI- 2020), during March 19-20, 2020, National Institute of Technology, Agartala.

Political Tendency Identification in Twitter Using Naive Bayes Classification

Monika M M, “Health Care Bot For General Diseases Using Machine Learning”, International Journal of Computer Science and Mobile Computing Volume (IJCSMC)Vol. 9, Issue. 7, July 2020, pg.23 – 32, ISSN 2320–088X, IMPACT FACTOR: 7.056. www.ijcsmc.com. 

1. Therapeutic Use of Indian Ragas on various diseases, Bulletin of the Transilvania University of Braşov, Series VIII: Performing Arts, Vol. 14(63) No. 1 –2021.
2. The Significance of Melody in Music Therapy, Bulletin of the Transilvania University of Braşov, Series VIII: Performing Arts, Vol. 13 (62) No. 1 –2020.
3. Folk Music: An integral part of everyday life in Southern Karnataka, Bulletin of the Transilvania University of Braşov, Series VIII: Performing Arts, Vol. 13 (62) No. 1 –2020.

Vehicle Number Plate Reconstruction Using Blind Restoration Technique

Kavyasri M N, Ramesh B, “Survey of Access Control Techniques Based on CP-ABE scheme to Ensure Secure Access of Multimedia Data in Cloud Storage”, International Journal in Science, Engineering and Technology, Vol 7, issue 1.

H M Keerthi Kumar, et al., 2018. “Sentiment Analysis on IMDb Movie Reviews Using Hybrid Feature Extraction Method”, International Journal of Interactive Multimedia and Artificial Intelligence [IJIMAI] (DOAJ, DBLP, Web of Science, WorldCat), Vol. 5, No. 5, pp. 109-114, DOI:10.9781/ijimai.2018.12.005

Kavyasri M N, “Raspberry Pi Based School Bus Monitoring System”, Advances in Information Technology, SJB Institution of Technology, Bangalore

Kavyasri M N, “ Driver Fatigue Detection using SVM classifier”, Advances in Information Technology, SJB Institution of Technology, Bangalore

H M Keerthi Kumar, et al., 2019. “Exploiting RLPI for Sentiment Analysis on Movie Reviews", Journal of Advances in Information Technology [JAIT] (CrossRef, DOAJ, Google Scholar), Vol. 10, No. 1, pp. 14-19, DOI:10.12720/jait.10.1.14-19

A survey on technique used for deblurring licence plate of fast moving vehicles using sparse representation

Geetha Kiran A., Mohana Lakshmi J., “Student Centric Pragmatic Approach to Impart Concepts of Python Applications Programming”, Journal of Engineering Education Transformations. (Accepted and in press), Vol. 34, No. 1, pp. 52-60, July 2020. (Scopus Indexed)

Geetha Kiran A, Mohana Lakshmi J., Nanditha B. R., Swathi H. Y., “Inter-Departmental Student Projects- Challenges and Benefits”, Journal of Engineering Education Transformations, Special IssueJan’18, eISSN 2394-1707 (Scopus indexed)

Presented the paper entitled “Sarcasm Classification : A Novel approach using Content Based Feature selection Method” in the 8th International Conference on Advance computing & Communications (ICACC) held at Rajagiri School of Engineering & Technology, Kochi, Kerala during 13th to 15th September 2018. (Elsevier - Procedia computer science)

H M Keerthi Kumar and B S Harish, 2018. “A New Feature Selection Method for Sentiment Analysis in Short Text”, Journal of Intelligent Systems [JISYS], (Scopus, DBLP, Web of Science) DOI:10.1515/jisys-2018-0171

1. Inculcating Glocalization Culture in Young Graduands, International Journal for Research in Engineering Application and Management, Vol, 4, Special Issue ICSGUPTSM 2018(indexed in Thomson Reuters with an Impact factor5.86).
2. Instigating Research culture at Institute Level, International Journal for Research in Engineering Application and Management, Vol, 4, Special Issue ICSGUPTSM 2018(indexed in Thomson Reuters with an Impact factor5.86).

H M Keerthi Kumar et al., 2019. “A Detailed Survey on Topic Modeling for Document and Short Text Data”, International Journal of Computer Applications [IJCA] (0975 – 8887) (ProQuest, Google Scholar, WorldCat),  Vol. 178, No. 39, pp. 1, DOI: 10.5120/ijca2019919265

Geetha Kiran A, Mohana Lakshmi J., “Instigating Research Culture at Institute Level”, International Journal for Research in Engineering Application and Management, Vol. 4, Special Issue ICSGUPSTM 2018 (indexed in Thomson Reuters with an Impact factor 5.86)

“Introducing Programming using “Scratch” and “Greenfoot” “, H.S.Chandrashekar, A Geetha Kiran, B.Uma  , Sunita P, Journal of Engineering Education Transformations, Special Issue Jan. 2018

H.V. Shashidhara, “Fraud Resilient Software for offline Micro-Payments”, ISSN 2320–088X, Vol 7, Issue 5, May 2018

Security Based Image Processing using Reversible Data Hiding

Real time heart attack and heart rate monitoring android application

Feature Extraction & Classification Algorithm for Identification of Plant Leaf Diseases

security based image processing using reversible data fiding method

international journal of computer science and mobile computing

Tejonidhi MR, Sunitha MR, Swathi HY. A Survey on IOT-Middleware and Image Processing. In2019 1st International Conference on Advances in Information Technology (ICAIT) 2019 Jul 25 (pp. 210-216). IEEE.

Tejonidhi MR, Aishwarya CK, Dayana MK, Nagamma H. IoT based smart security gadget for women’s safety. In International Conference on Advances in Information Technology 2019 Jul.

Mohana Lakshmi J, Geetha Kiran A., “Inculcating Glocalization Culture in Young Graduands”, International Journal for Research in Engineering Application and Management, Vol. 4, Special Issue ICSGUPSTM 2018 (indexed in Thomson Reuters with an Impact factor 5.86)

Performance Analysis of HSTCP for Optimizing Data Transfer rate ; Mobile Ad-hoc Networks, International Journal of Computer Applications

Updating the Outsourcing of Key for Cloud Storage Auditing Based On Time Period

“A Practical Approach to Make Computer Laboratory Courses more Effective and Interesting through Student Mentoring”, Uma Boregowda , Sunitha P, AGeetha Kiran, Journal of Engineering Education Transformations, Special Issue, eISSN 2394-1707, Jan 2017 ,Hyderabad, India

Monika M M, “Security Based Image Processing using Reversible Data Hiding Method”, International Journal of Computer Science and Mobile Computing Volume (IJCSMC)Vol. 7, Issue. 4, April 2018, pg.125 – 134, ISSN 2320–088X IMPACT FACTOR: 6.017, www.ijcsmc.com.

A Geetha Kiran, Mohana Lakshmi J, H S Chandrashekar, “An Empirical Vision for Inspiring Students as a Core Driver to meet Global Challenges”, Journal of Engineering Education Transformations; Volume 30, Issue 3, January 2017

Oculus Supervised Wheelchair Control for People with Locomotor Disabilities

Presented the paper entitled “Classification of Sentiments in Short-Text : An Approach using MSMTP measure” in the 2nd International Conference on Machine Learning and Soft Computing (ICMLSC) held at Phu Quoc Island, Vietnam during February 2nd to 4th 2018. (ACM)

Shashidhara H.V, “Filter undesired data from OSN users”, National conference (NCCSSC 2017),JNNCE, Shivamogga, December 2017

1. Inter-Departmental Student Projects- Challenges and Benefits, Journal of Engineering Education Transformations, Special Issue Jan. 2018, eISSN 2394-1707. (Scopus indexed)
2. Introducing Programming using “Scratch” and “Green foot”, Journal of Engineering Education Transformations; Special Issue, 2018. (Scopus indexed).
3. Effective Tutoring with Senior Students' Assistance, Journal of Engineering Education Transformations; Volume 31, Issue 3, January 2018(Scopus indexed).

H.V. Shashidhara, “Multicopy Proactive Management”, ISSN 2321–7758, Vol 5, Issue 1, page No.192, June 2017

MINING PARALLEL WEIGHTED SET OF ELEMENTS FROM MAPREDUCE

Presented the paper entitled “Classification of short text using various preprocessing Technique : A Empirical Evaluation” in the 5th International Conference on Advance Computing & Networking Information (ICACNI) held at National Institute of Technology Goa & Computer vision and pattern recognition, National  institute of technology Rourkela during June 1st to 3rd 2017. (AISC – Springer) (Book Chapter)

“A highly scalable distributed big file cloud storage with data deduplication”, NCRAICE-2016

“A survey :Different open source database for IoT International conference on “ Internet of Things for future smart cities”(ICIOTSC-17)-Nellore

“Reversible Image data hiding with the fuzzy histogram equalization for contrast       enhancement”, IJIRAS, vol 3, issue6, may-2016 

Minimizing the impact of Flash Crowd Attack in online retail applications, International Conference Intelligent Systems and Control (ISCO)

A Survey On Analysis And Classification Of Workload In Cloud, International Journal of Recent Trends in Engineering & Research (IJRTER)

A Brief study on Prediction of load in Cloud Environment, International Journal of Advanced Research in Computer and Communication Engineering

Comparative analysis of black hole attack in ad hoc network using AODV and OLSR protocols,  Procedia Computer Science; Volume 85, 2016, Pages 325-330

“Tutoring Junior Students by Senior Students in Engineering Courses”, Uma Boregowda, Sunitha P, Geetha Kiran A., Chandrashekar H. S., Journal of Engineering Education Transformations, Special Issue, eISSN 2394-1707, Jan ,2016

1. Train the Trainer - An Experiential way to Effective Teaching, Journal of Engineering Education Transformations; Volume 30, Issue 3, January2017
2. An Empirical Vision for Inspiring Students as a Core Driver to meet Global Challenges, Journal of Engineering Education Transformations; Volume 30, Issue 3, January2017
3. Tutoring junior Undergraduate Students by seniors in Engineering Courses, Journal of Engineering Education Transformations; Volume 30, Issue 2, October 2016
4. Effective Teaching through Programming Assignments, Journal of Engineering Education Transformations; Special Issue,2016

Published the paper entitled “Classification of Amazon Book Reviews Based on Sentiment Analysis” in the 5th International Conference on Information System Design and Intelligent Applications (INDIA-2017) held at Duy Tan University Da Nang, Vietnam, June 15th to 17th 2017. (AISC – Springer)

1. Online Courses as an Effective Self-Study Component, Fourth International Conference in Transformations in Engineering Education, Hyderabad, 6- 8 Jan, 2017.

“Effective Teaching through Programming Assignments”, Sunitha. P1, Uma Boregowda, A.Geethakiran, Margaret. R.E, Vinod.A.M, Journal of Engineering Education Transformations, Special Issue, eISSN 2394-1707, Jan,2016

An efficient switching TCP (STCP) approach to avoid congestion in ad-hoc networks, IEEE International on Advance Computing Conference (IACC)

Energy efficient device to device multicast routing for wireless cellular ad hoc network, IEEE International Conference on Applied and Theoretical Computing and Communication Technology

“Intrusion tolerance for redundancy management throught multipath routing in HWSN" Third international conference on
“Emerging research in computing,information,communication
and application”(ERCICA,Springer) NITTEMIT,Bangalore  

Qos Provisioning for Energy Efficiency in Mobile Ad-Hoc Network, International Journal of Computer  Science

Comparative Analysis of Different attacks in MANETs" at NCRTCS-15

Network Performance Comparative Analysis of Torus and Modified Mesh, Interconnections with Source Routing for Packet Loss, International Journal of Computer Theory and Engineering

Title: Estimation Word and Target Extraction from Customer reviews with Learning of Collective Behavior.

ISSN: 2250-1371

1. Estimating Intrinsic Parameter of Camera from a Single Image ,International Journal of Advances in Image Processing Techniques, Vol 2, Issue 2, pp. 25-29, October2015.

Feature Extraction and Classification Algorithm for the Identification of Plant Leaf Diseases

Detection of Brain Tumor Using MIP

Congestion control for optimizing data transfer rate in mobile Ad-hoc networks using HSTCP, Emerging Research in Electronics, Computer Science and Technology (ICERECT)

Kavyasri M N, "Comparitive study of various scheduling algorithm in cloud computing", International Journal of Engineering and Computer Science

Kavyasri M N, Ramesh ,"Comparative Study of Scheduling Algorithms to Enhance Performance of Virtual Machines in Cloud Computing", ICETETS-2016, Kings College of Engineering, Thanjavur, Tamilnadu

Estimating Intrinsic Parameter of Camera from a Single Image, 2nd International Conference on Advances in Computing, Control and Networking (ACCN’15), Bangkok, Thailand

1. Enhancing Programming Skills: An Activity based Approach, Third International Conference on Transformations in Engineering Education, Pune, 8-12, Jan., 2016.
2. Effective teaching through Programming Assignments Third International Conference on Transformations in Engineering Education, Pune, 8-12, Jan., 2016.

Different Detection method of Node Replication in Wireless Sensor Networks a Survey

H.V. Shashidhara, Dr. S. Balaji, “Low rate Denial of Service (LDoS) attack – A Survey”, ISSN 2250–2459, Vol 4, Issue 6, June 2014

DESIGN AND DEVELOPMENT OF ANONYMOUS ZONE BASED PARTITIONING AND ROUTING PROTOCOL IN MANETS(AZPR)

INTERNATIONAL JOURNAL OF SCIENCE AND RESEARCH(IJSR)

Analysis of TCP variants : HSTCP, Cubic TCP, STCP, in Dumbbell Network” at National Conference on  Emerging opportunities in “Broadband for sustainable Development

A Performance Evaluation of Secure Routing Protocols in MANETS”, National Conference on Multimedia and Information Security

1. Automatic hump detection and 3D view generation from a single Road image, IEEE Proceedings, Second International Symposium on Women in Computing and Informatics (WCI – 2014), Delhi, India, 24-27 September 2014.

H M Keerthi Kumar and N. Sankarsh, 2014. “Effective Enhancement of Human Robot Interaction on Hand Drawn Maps”, Artificial Intelligent Systems and Machine Learning, CiiT, Vol. 6, No. 8, pp.1-7

1. Automatic Rectification of Perspective Distortion from a Single 2D Image, International Journal of Computational Science and Applications, Vol 3, Number 5, pp. 37-48, Oct, 2013, DOI:10.5121/ijcsa.2013.3506.
2. Automatic 3D view generation from a Single2D Image for both Indoor and Outdoor Scenes, International Journal of Computational Science and Applications, Vol. 2, Number 6, August 2013, DOI: 10.5121/ ijcsa.2013.3404.

H.V. Shashidhara, “Literature Survey on Robust RED Algorithm to counter Low-Rate Denial-of-Service”, National Conference, AIT, Bangalore, TECHMAN-13, Dec 2013, ISBN 978-163173186-0 Vol 2: p.p 53-57

1. V2 Walk-through a Stitched Image, IEEE Proceedings, Fifth International Conference on Signal and Image Processing (ICSIP-2014), Bengaluru, India , January 8-10, 2014, pages 225-230, DOI:10.1109/ICSIP.2014.42

1. Automatic Navigation through a Single 2D Image using Vanishing Point, In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV'13, Las Vegas, Nevada, USA, July 22-25, 2013, pages 193-199, Vol 1- ISBN 1-60132-252- 6.

1. Automatic Video Generation Using Floor Segmentation from a Single 2D Image, WSCG 2013 Conference on Computer Graphics, Visualization and Computer Vision, Plzen, Czech Republic, June 24-27, 2013, pages 1-4, ISBN 978-80-86943-76-3.

MPI Based Cluster Computing for Performance Evaluation of Parallel Applications

MPI Based cluster computing for performance evaluation of parallel computers

2013 IEEE Conference on Information & Communication Technologies

A study of mining techniques for Data streams”, Proceedings of the second national Conference on issues and trends in advanced computing

Congestion Adaptive AODV Routing Protocol for Streaming Video in mobile ad hoc networks, International Journal of communications, Network and System Sciences

1. Analysis of Synthesis of Facial Images using different orientations, National conference on Recent trends in Information and communication Technology, Bannari Amman Institute of Technology, Sathyamangalam during 16-17, March 2008.
2. A Tool for Video Water marking, Proceedings of the 12th Annual Conference of Vigynana Parishad of India and National Symposium on Applications of Special Functions held during 25- 27, October, 2007, at Jai Narayan Vyas University, Jodhpur, Rajasthan.

An Adaptive Congestion Control Mechanism for Streaming Multimedia in mobile ad hoc networks International Journal of Computer Science and Network Security

1. Analysis of temporal Synchronization in video water marking, National Symposium on Intelligent Data analysis and Pattern Discovery – 2007, Bannari Amman Institute of Technology, Sathyamangalam during 15-16 March 2007.

Feature Based Image Mosaicing, MITDISC 2005  National Conference on Devices, Intelligent Systems and Communications

Fuzzy Rule Based Facial Feature Extraction And Synthesis, National conference on Communication Technologies (NCCT06), Mepco Schlenk College of Engg, Virudhnagar District, Tamilnadu during 10 –11 , March 2006.