Ramya B N

@jyothyit.ac.in

Assistant professor. Depaartment of AIML
Jyothy Institute of Technology

Ramya B N


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https://researchid.co/ramyabn
Machine learning

EDUCATION

BE, Mtech,(phd)

RESEARCH INTERESTS

Machine learning, Artificial Intelligence, Neural Networks

FUTURE PROJECTS

Machine learning

pattern recognition


Applications Invited
221

Scholar Citations

9

Scholar h-index

9

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Characterization and implementation of binarized neural network for resource constraint edge devices
    BN Ramya, S Singh, CM Ananda
    Data Science & Exploration in Artificial Intelligence, 189-193 , 2025
    2025
  • A novel approach to implement binarized neural network to enhance accuracy using machine learning techniques
    BN Ramya, S Singh
    SN Computer Science 4 (2), 174 , 2023
    2023
    Citations: 1
  • Analysis of Deep Learning Architecture-Based Classifier for the Cervical Cancer Classification
    R Chandraprabha, S Singh
    Emerging Research in Computing, Information, Communication and Applications … , 2022
    2022
    Citations: 1
  • Smart simon bot with public sentiment analysis for novel COVID-19 tweets stratification
    BN Ramya, SM Shetty, AM Amaresh, R Rakshitha
    SN Computer Science 2 (3), 227 , 2021
    2021
    Citations: 14
  • Bar Coding and Genetic Diversity Analysis of Millet Crop Species of Elusine Genus Using RAPD Markers
    AR Desai, B Ramya, SD Shruthi
    Asian Journal of Biotechnology and Genetic Engineering 3 (2), 104-111 , 2020
    2020
    Citations: 1
  • Detection and analysis of plant leaf diseases using convolutional neural network
    KR Mamatha, S Singh, SA Hariprasad
    Journal of Computational and Theoretical Nanoscience 17 (9-10), 3899-3903 , 2020
    2020
    Citations: 6
  • Fault kinematic investigations along the Panchkula-Morni region, NW Himalaya, India
    A Kumar, S Mukherjee, MA Shaikh, S Singh
    EGU General Assembly Conference Abstracts, 237 , 2020
    2020
  • Neural network based automated system for diagnosis of cervical cancer
    S Singh, V Tejaswini, RP Murthy, A Mutgi
    Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and … , 2020
    2020
    Citations: 3
  • Facial recognition using machine learning algorithms on Raspberry Pi
    S Singh, R Ramya, V Sushma, SR Roshini, R Pavithra
    2019 4th International Conference on Electrical, Electronics, Communication … , 2019
    2019
    Citations: 19
  • A Neural Network based Attendance Monitoring and Database Management System using Fingerprint Recognition and Matching
    S Singh
    2019 IEEE International Conference on Electronics, Computing and … , 2019
    2019
    Citations: 4
  • Drift fault accommodation system of a transport aircraft using Neural network models
    S Singh, S Shashank, SS Hegde, TK Paul, R Reddy
    2018 International Conference on Advances in Computing, Communications and … , 2018
    2018
    Citations: 4
  • Expertwin: An alter ego in cyberspace for knowledge workers
    C Toxtli, C Flores-Saviaga, M Maurier, A Ribot, T Bankole, A Entrekin, ...
    2018 IEEE International Conference on Internet of Things (iThings) and IEEE … , 2018
    2018
    Citations: 4
  • Evaluation of different hydrogel doses on growth, yield and economics of maize ( Zea mays L.) in south-eastern part of Bihar.
    PK Singh, SK Singh, RS Rohit Singh, PP Pradeep Prasad
    2017
  • Hardware implementation of a neural network based robust sensor fault accommodation system in flight control system
    S Singh, M Abhijit, BS Pratham, PT Chirag, A Abhinav
    2017 international conference on intelligent computing and control systems … , 2017
    2017
    Citations: 4
  • Waste segregation system using artificial neural networks
    S Singh, KR Mamatha, S Ragothaman, KD Raj, N Anusha, ...
    HELIX 7 (5), 2053-2058 , 2017
    2017
    Citations: 9
  • Hardware implementation of neural network based robust fault accommodation system in Flight Control System
    A ABHIPRIYA, BS Pratham, PT CHIRAG, S Singh
    ECE, BMSIT&M , 2017
    2017
  • Neural network based automated system for diagnosis of cervical cancer
    S Singh, V Tejaswini, RP Murthy, A Mutgi
    International Journal of Biomedical and Clinical Engineering (IJBCE) 4 (2 … , 2015
    2015
    Citations: 13
  • Design & implementation of selfish node preventive fault handling routing in wsn
    B Gaur, S Singh, A Mahajan
    International Journal of Recent Research Aspects 2 (2), 272-277 , 2015
    2015
    Citations: 1
  • Fpga implementation of a trained neural network
    S Singh, S Sanjeevi, V Suma, A Talashi
    IOSR Journal of Electronics and Communication Engineering 10 (3), 45-54 , 2015
    2015
    Citations: 16
  • Simulation of sensor failure accommodation in flight control system of transport aircraft: a modular approach
    S Singh, TVR Murthy
    World J. Model. Simul 11 (1), 55-68 , 2015
    2015
    Citations: 8

MOST CITED SCHOLAR PUBLICATIONS

  • Intelligent fault identification system for transmission lines using artificial neural network
    S Singh, KR Mamatha, S Thejaswini
    IOSR Journal of Computer Engineering 16 (1), 23-31 , 2014
    2014
    Citations: 35
  • An efficient neural network based system for diagnosis of breast cancer
    S Singh, H Sushmitha, J Harini, BR Surabhi
    Breast cancer 8 (10), 12 , 2014
    2014
    Citations: 21
  • Facial recognition using machine learning algorithms on Raspberry Pi
    S Singh, R Ramya, V Sushma, SR Roshini, R Pavithra
    2019 4th International Conference on Electrical, Electronics, Communication … , 2019
    2019
    Citations: 19
  • Neural network-based sensor fault accommodation in flight control system
    S Singh, TVR Murthy
    Journal of Intelligent systems 22 (3), 317-333 , 2013
    2013
    Citations: 17
  • Fpga implementation of a trained neural network
    S Singh, S Sanjeevi, V Suma, A Talashi
    IOSR Journal of Electronics and Communication Engineering 10 (3), 45-54 , 2015
    2015
    Citations: 16
  • Smart simon bot with public sentiment analysis for novel COVID-19 tweets stratification
    BN Ramya, SM Shetty, AM Amaresh, R Rakshitha
    SN Computer Science 2 (3), 227 , 2021
    2021
    Citations: 14
  • Neural network based sensor fault detection for flight control systems
    S Singh, TVR Murthy
    International Journal of Computer Applications 59 (13), 1-8 , 2012
    2012
    Citations: 14
  • Neural network based automated system for diagnosis of cervical cancer
    S Singh, V Tejaswini, RP Murthy, A Mutgi
    International Journal of Biomedical and Clinical Engineering (IJBCE) 4 (2 … , 2015
    2015
    Citations: 13
  • A novel neural network based automated system for diagnosis of breast cancer from real time biopsy slides
    S Singh, J Harini, BR Surabhi
    International conference on circuits, communication, control and computing … , 2014
    2014
    Citations: 12
  • Waste segregation system using artificial neural networks
    S Singh, KR Mamatha, S Ragothaman, KD Raj, N Anusha, ...
    HELIX 7 (5), 2053-2058 , 2017
    2017
    Citations: 9
  • Simulation of sensor failure accommodation in flight control system of transport aircraft: a modular approach
    S Singh, TVR Murthy
    World J. Model. Simul 11 (1), 55-68 , 2015
    2015
    Citations: 8
  • Path coefficients and selection indices in pigeonpea.
    SP Singh, RK Reddy, VG Narsinghani
    1982
    Citations: 8
  • Detection and analysis of plant leaf diseases using convolutional neural network
    KR Mamatha, S Singh, SA Hariprasad
    Journal of Computational and Theoretical Nanoscience 17 (9-10), 3899-3903 , 2020
    2020
    Citations: 6
  • Design of an optimal yaw damper for 747 jet aircraft model
    S Singh, TV Rama Murthy
    Emerging Research in Electronics, Computer Science and Technology … , 2013
    2013
    Citations: 6
  • A Neural Network based Attendance Monitoring and Database Management System using Fingerprint Recognition and Matching
    S Singh
    2019 IEEE International Conference on Electronics, Computing and … , 2019
    2019
    Citations: 4
  • Drift fault accommodation system of a transport aircraft using Neural network models
    S Singh, S Shashank, SS Hegde, TK Paul, R Reddy
    2018 International Conference on Advances in Computing, Communications and … , 2018
    2018
    Citations: 4
  • Expertwin: An alter ego in cyberspace for knowledge workers
    C Toxtli, C Flores-Saviaga, M Maurier, A Ribot, T Bankole, A Entrekin, ...
    2018 IEEE International Conference on Internet of Things (iThings) and IEEE … , 2018
    2018
    Citations: 4
  • Hardware implementation of a neural network based robust sensor fault accommodation system in flight control system
    S Singh, M Abhijit, BS Pratham, PT Chirag, A Abhinav
    2017 international conference on intelligent computing and control systems … , 2017
    2017
    Citations: 4
  • Neural network based automated system for diagnosis of cervical cancer
    S Singh, V Tejaswini, RP Murthy, A Mutgi
    Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and … , 2020
    2020
    Citations: 3
  • A novel approach to implement binarized neural network to enhance accuracy using machine learning techniques
    BN Ramya, S Singh
    SN Computer Science 4 (2), 174 , 2023
    2023
    Citations: 1