Ramya B N

@jyothyit.ac.in

Assistant professor. Depaartment of AIML
Jyothy Institute of Technology



           

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
179

Scholar Citations

9

Scholar h-index

9

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • Waste segregation system using artificial neural networks
    S Singh, KR Mamatha, S Ragothaman, KD Raj, N Anusha, ...
    HELIX 7 (5), 2053-2058 2017

  • 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

  • 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

  • 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

  • Simulation of sensor failure accommodation in flight control system of transport aircraft: a modular approach
    S Singh, TVR Murthy
    World Journal of Modelling and Simulation 11 (1), 55-68 2015

  • 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

  • Design & Implementation of Selfish Node Preventive Fault Handling Routing in WSN
    B Gaur, S Singh, A Mahajan
    2014

  • Design of an optimal yaw damper for 747 jet aircraft model
    S Singh, TV Rama Murthy
    Emerging Research in Electronics, Computer Science and Technology 2014

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
    Citations: 30

  • 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
    Citations: 20

  • Neural network-based sensor fault accommodation in flight control system
    S Singh, TVR Murthy
    Journal of Intelligent systems 22 (3), 317-333 2013
    Citations: 18

  • Neural network based sensor fault detection for flight control systems
    S Singh, TVR Murthy
    International Journal of Computer Applications 59 (13) 2012
    Citations: 17

  • 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
    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
    Citations: 13

  • 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
    Citations: 11

  • 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
    Citations: 10

  • 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
    Citations: 10

  • Simulation of sensor failure accommodation in flight control system of transport aircraft: a modular approach
    S Singh, TVR Murthy
    World Journal of Modelling and Simulation 11 (1), 55-68 2015
    Citations: 9

  • Design of an optimal yaw damper for 747 jet aircraft model
    S Singh, TV Rama Murthy
    Emerging Research in Electronics, Computer Science and Technology 2014
    Citations: 7

  • Waste segregation system using artificial neural networks
    S Singh, KR Mamatha, S Ragothaman, KD Raj, N Anusha, ...
    HELIX 7 (5), 2053-2058 2017
    Citations: 4

  • 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
    Citations: 3

  • 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
    Citations: 3

  • 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
    Citations: 3

  • 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
    Citations: 3

  • Path coefficients and selection indices in pigeonpea.
    SP Singh, RK Reddy, VG Narsinghani
    1982
    Citations: 3

  • 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
    Citations: 1

  • 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
    Citations: 1