R. Ramya

@ksrct.ac.in

Assist.Prof
K.S.Rangasamy College of Technology

R. Ramya

EDUCATION

B.E, M.E (

RESEARCH INTERESTS

Machine Learning , Image Processing, Agriculture
456

Scholar Citations

6

Scholar h-index

5

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Quantum ML & IoT for Threat Detection in Smart Farms
    R R, D A T, N Kumar M
    2026 IEEE International Conference on Emerging Computing and Intelligent … , 2026
    2026
  • Performance Analysis of FPGA-Based Digital Filter Architectures for Image Processing Applications
    C Saranya, K Ponnusamy, R Ramya, R Jagadeesan, D Poornakumar
    Circuits, Systems, and Signal Processing, 1-24 , 2026
    2026
  • Machine Learning and Internet of Things: Smart Decision-Making Applications
    R Ramya, P Kumar, K Vanitha, C Saranya
    Integration of Internet of Things and Machine Learning, 55-71 , 2026
    2026
  • Applications of AI/ML and blockchain in IoT security
    R Ramya, Dhanasekaran, D, R.Satheesh kumar, P.Kumar
    Internet of Things Security, 219-240 , 2026
    2026
    Citations: 1
  • Smart Surveillance and Security Systems in Library Information Management
    DRUDPKDEPJHMAMZBR Ramya
    Indian Journal of Information Sources and Services 15 (4), 247-257 , 2025
    2025
  • Flood Forecasting System based on Water Monitoring using IoT-Machine Learning
    R Ramya, V Vimalraj, V Kumar
    2025 5th International Conference on Trends in Material Science and … , 2025
    2025
  • Smart Air and Water Quality Monitoring for Industrial Emissions using IoT and Machine Learning
    MR Ramya, MSA Sharavan, MSA Taj, MD Kaviyarasan
    2025 International Conference on Machine Learning and Autonomous Systems … , 2025
    2025
  • A review of quantum communication and information networks with advanced cryptographic applications using machine learning, deep learning techniques
    R Ramya, P Kumar, D Dhanasekaran, RS Kumar, SA Sharavan
    Franklin Open 10, 100223 , 2025
    2025
    Citations: 23
  • E-waste: Eco-Health Impacts, Challenges, and Recycling Innovations
    MRSKDGS Dr. M. Malarvizhi*, Ms. R. Ramya
    ISBN 978-93-6095-258-7 , 2024
    2024
  • AI and Wireless Techniques for Smart Library Service Management
    V Ramya, R. Amithesh sharavan, S. Malarvzhi, M. & Bharath kumar
    Applications of Artificial Intelligence (AI) in Libraries, 264-270 , 2024
    2024
  • Garbage Collection and Segregation using Computer Vision
    RL Kumar, R Ramya, MJ Balaji, V Hari, M Malarvizhi
    2024 International Conference on Inventive Computation Technologies (ICICT … , 2024
    2024
    Citations: 6
  • Computer Vision based Smart Bot for Weed Detection and Removal in Vegetable Crop Fields
    R Praveenraj, R Ramya, S Thanu, R Aswinkumar
    2024 International Conference on Inventive Computation Technologies (ICICT … , 2024
    2024
    Citations: 4
  • AUTOMATIC CAR NUMBER PLATE DETECTION AND RECOGNITION SYSTEM USING IMAGE PROCESSING WITH WIRELESS TECHNOLOGY
    S. Abinayaa , R.Ramya,T.Kalaimathi
    Emerging Trends in Communication and Networking (ETCAN’24), 36 , 2024
    2024
  • WSN-Based Smart Wagon Load Monitoring System in Railway Industry
    MS Devarajan, R Ramya, B Kumar
    2024 Second International Conference on Emerging Trends in Information … , 2024
    2024
    Citations: 4
  • High-performance deep transfer learning model with batch normalization based on multiscale feature fusion for tomato plant disease identification and categorization
    R Ramya, P Kumar
    Environmental Research Communications 5 (12), 125015 , 2023
    2023
    Citations: 18
  • Solid Waste Identification and Classification Method Based on Feature Selection and Hybrid ResNet CNN Models in Smart Environment
    R Ramya, S Vinitha Shree, S Yogeshwari, S Venkatesan
    International Conference on Emerging Trends and Technologies on Intelligent … , 2023
    2023
    Citations: 2
  • Multicrops Disease Identification and Classification System Using Deep MobileNetV2 CNN Architecture
    ND R.Ramya1
    Springer Lecture Notes in Electrical Engineering (LNEE), Book Series (Scopus … , 2023
    2023
    Citations: 2
  • Identification of Tomato Disease Detection and Classification with Infected Areas Using Deep Neural Networks
    R Ramya, P Kumar
    Mathematical Statistician and Engineering Applications 71 (3s), 434-447 , 2022
    2022
  • Future Learning in the Education Environment: Applications of Machine Learning Techniques
    N 1 Ramya, R. 2 Saranya, C. 3 Deepikasri
    Transformation of Learning Resource Centers in the Digital Era (SALIS 2022) , 2022
    2022
  • Hybrid Teaching and Learning in Smart Education System
    RRV Shree S
    Transformation of Learning Resource Centers in the Digital Era (SALIS 2022) , 2022
    2022

MOST CITED SCHOLAR PUBLICATIONS

  • The real time monitoring of water quality in IoT environment
    N Vijayakumar, R Ramya
    2015 International conference on innovations in information, embedded and … , 2015
    2015
    Citations: 351
  • A review of quantum communication and information networks with advanced cryptographic applications using machine learning, deep learning techniques
    R Ramya, P Kumar, D Dhanasekaran, RS Kumar, SA Sharavan
    Franklin Open 10, 100223 , 2025
    2025
    Citations: 23
  • High-performance deep transfer learning model with batch normalization based on multiscale feature fusion for tomato plant disease identification and categorization
    R Ramya, P Kumar
    Environmental Research Communications 5 (12), 125015 , 2023
    2023
    Citations: 18
  • Detection and Classification of Fruit Diseases Using Image Processing & Cloud Computing
    R Ramya, P Kumar, K Sivanandam, M Babykala
    2020 International Conference on Computer Communication and Informatics … , 2020
    2020
    Citations: 16
  • A review of different classification techniques in machine learning using WEKA for plant disease detection
    R Ramya, P Kumar, D Mugilan, M Babykala
    Int. Res. J. Eng. Technol.(IRJET) 5 (5), 3818-3823 , 2018
    2018
    Citations: 10
  • Plant Monitoring and Leaf Disease Detection with Classification using Machine Learning-MATLAB
    R Ramya, M Kiran, E Marimuthu, B Naveen Kumar, G Pavithra
    International Journal of Engineering Research & Technology (IJERT) ISSN … , 2020
    2020
    Citations: 7
  • Garbage Collection and Segregation using Computer Vision
    RL Kumar, R Ramya, MJ Balaji, V Hari, M Malarvizhi
    2024 International Conference on Inventive Computation Technologies (ICICT … , 2024
    2024
    Citations: 6
  • Weed Detection in Agriculture Using Image Processing
    RR Ayswarya.R , Balaji.B , Balaji.R , Arun.S
    International Journal of Advanced Research in Electrical, Electronics and … , 2017
    2017
    Citations: 5
  • Computer Vision based Smart Bot for Weed Detection and Removal in Vegetable Crop Fields
    R Praveenraj, R Ramya, S Thanu, R Aswinkumar
    2024 International Conference on Inventive Computation Technologies (ICICT … , 2024
    2024
    Citations: 4
  • WSN-Based Smart Wagon Load Monitoring System in Railway Industry
    MS Devarajan, R Ramya, B Kumar
    2024 Second International Conference on Emerging Trends in Information … , 2024
    2024
    Citations: 4
  • Automatic image segmentation by graph cuts for bio-medical applications
    R Ramya, KB Jayanthi
    IEEE-International Conference On Advances In Engineering, Science And … , 2012
    2012
    Citations: 3
  • Multiregion image segmentation by graph cuts for brain tumour segmentation
    R Ramya, KB Jayanthi
    International Conference on Advances in Communication, Network, and … , 2012
    2012
    Citations: 3
  • Solid Waste Identification and Classification Method Based on Feature Selection and Hybrid ResNet CNN Models in Smart Environment
    R Ramya, S Vinitha Shree, S Yogeshwari, S Venkatesan
    International Conference on Emerging Trends and Technologies on Intelligent … , 2023
    2023
    Citations: 2
  • Multicrops Disease Identification and Classification System Using Deep MobileNetV2 CNN Architecture
    ND R.Ramya1
    Springer Lecture Notes in Electrical Engineering (LNEE), Book Series (Scopus … , 2023
    2023
    Citations: 2
  • Applications of AI/ML and blockchain in IoT security
    R Ramya, Dhanasekaran, D, R.Satheesh kumar, P.Kumar
    Internet of Things Security, 219-240 , 2026
    2026
    Citations: 1
  • Image segmentation by graph cuts via energy minimization
    R Ramya, KB Jayanthi
    International Journal of Data Warehousing 4 (1), 41-44 , 2012
    2012
    Citations: 1
  • Quantum ML & IoT for Threat Detection in Smart Farms
    R R, D A T, N Kumar M
    2026 IEEE International Conference on Emerging Computing and Intelligent … , 2026
    2026
  • Performance Analysis of FPGA-Based Digital Filter Architectures for Image Processing Applications
    C Saranya, K Ponnusamy, R Ramya, R Jagadeesan, D Poornakumar
    Circuits, Systems, and Signal Processing, 1-24 , 2026
    2026
  • Machine Learning and Internet of Things: Smart Decision-Making Applications
    R Ramya, P Kumar, K Vanitha, C Saranya
    Integration of Internet of Things and Machine Learning, 55-71 , 2026
    2026
  • Smart Surveillance and Security Systems in Library Information Management
    DRUDPKDEPJHMAMZBR Ramya
    Indian Journal of Information Sources and Services 15 (4), 247-257 , 2025
    2025