Dr.Shiny Duela J

@srmrmp.edu.in

Associate Professor
SRM Institute of Science and Technology,Ramapuram Campus

Dr.Shiny Duela J


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https://researchid.co/shinyduela
J Shiny Duela is currently working as Associate Professor in the Department
of Computer Science and Engineering, SRM Institute of Science and
Technology-Ramapuram Campus, Chennai. She has completed her BE and
M.E degree in the Computer Science and Engineering discipline, and PhD in
Cloud Computing from Anna University. Her current research interests are
security in cloud, load balancing and task assignment in distributed systems,
and replication strategies in cloud, web services. She has published papers in
reputed journals and presented various papers in national and international
conferences

EDUCATION

Ph.D Information and Communication Engineering, Anna University, Chennai , June,2018
Thesis: Certain Investigations on File Storage Security in Cloud to Ensure Confidentiality and Availability
M.E Computer Science and Engineering, PSNA College of Engineering and Technology, Dindigul, 2008, Percentage-78%.
B.E Computer Science and Engineering, PSN College of Engineering and Technology, Tirunelveli, 2006, Percentage-74%.
HSC Christuraja Matriculation Higher Secondary School, Marthandam, Kanyakumari District, 2002,
SSLC SGS Memorial Public Matriculation School, Karungal, Kanyakumari District, 2000, Percentage-82%

RESEARCH INTERESTS

Cloud Data Security, Waste Management, Blockchain Technology
39

Scopus Publications

358

Scholar Citations

11

Scholar h-index

11

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • Toward Futuristic Approach Air Quality Forecasting Using Ensemble Learning
    M Prabu, L Sasikala, S Suresh, S Duela
    Data Mining and Information Security: Proceedings of ICDMIS 2024, Volume 4 4 … , 2025
    2025
  • Learning: A Systematic Review
    CR Anju, S Duela
    Advances in Artificial Intelligence and Machine Learning: Proceedings of … , 2025
    2025
  • Extraction of data from documents using AWS textract
    S Raja Shree, C Nuthanakaluv, L Sharmila, JS Duela, N Muneera
    AIP Conference Proceedings 3257 (1), 020102 , 2025
    2025
    Citations: 2
  • A Neoteric Segmentation Approach for Lung Ultrasound Images
    AGE Thomas, JS Duela
    New Generation Computing 42 (4), 845-858 , 2024
    2024
    Citations: 1
  • Toward Futuristic Approach Air Quality Forecasting Using Ensemble Learning Regressors
    M Prabu, L Sasikala, S Suresh, S Duela
    International Conference On Data Mining And Information Security, 459-470 , 2024
    2024
  • Correction to: Optimizing feature subset for schizophrenia detection using multichannel EEG signals and rough set theory
    S Srinivasan, SD Johnson
    Cognitive Neurodynamics 18 (6), 4103 , 2024
    2024
  • Advancing lung ultrasound imaging: advanced pre-processing and neoteric segmentation for improved accuracy
    AG Edward Thomas
    Physica Scripta 99 (10), 105004 , 2024
    2024
    Citations: 1
  • A Review on Decoding Palm Leaf Manuscripts to Digital Information using Deep Learning Techniques
    JJ Sega, JS Duela
    2024 8th International Conference on Inventive Systems and Control (ICISC … , 2024
    2024
    Citations: 1
  • A novel approach to schizophrenia Detection: Optimized preprocessing and deep learning analysis of multichannel EEG data
    S Srinivasan, SD Johnson
    Expert Systems with Applications 246, 122937 , 2024
    2024
    Citations: 49
  • Adaptive weighted kernel support vector machine-based circle search approach for intrusion detection in IoT environments
    C Geetha, SD Johnson, AS Oliver, D Lekha
    Signal, Image and Video Processing 18 (5), 4479-4490 , 2024
    2024
    Citations: 13
  • A Study on Ethical Considerations in Automated Lung Ultrasound Analysis
    AGE Thomas, JS Duela
    2024 International Conference on Computing and Data Science (ICCDS), 1-6 , 2024
    2024
    Citations: 1
  • A Study: Malignant Sino-Nasal Tumour Analysis using Deep Learning
    M Joseph, JS Duela
    2024 International Conference on Cognitive Robotics and Intelligent Systems … , 2024
    2024
    Citations: 1
  • Optimizing feature subset for schizophrenia detection using multichannel EEG signals and rough set theory
    S Srinivasan, SD Johnson
    Cognitive Neurodynamics 18 (2), 431-446 , 2024
    2024
    Citations: 11
  • Anxiety or Depression Prediction of MDD in Children Using Ensemble Learning: A Systematic Review
    CR Anju, S Duela
    International Conference on Emerging Research in Computing, Information … , 2024
    2024
  • Original Research Article Deep learning-based uncertainty estimation for accurate lung ultrasound image analysis
    AGE Thomas, JS Duela
    Journal of Autonomous Intelligence 7 (5) , 2024
    2024
  • Efficacy of V‐Lab for Engineering Students during COVID‐19
    J Shiny Duela, A Umamageswari, K Raja, S Suresh
    Redefining Virtual Teaching Learning Pedagogy, 75-95 , 2023
    2023
  • Identifying cyber extremism sentiments using ROBERTA
    S Patel, K Raja, JS Duela, TM Chen, M Sathiyanarayanan
    2023 International Conference on Intelligent and Innovative Technologies in … , 2023
    2023
    Citations: 4
  • Quantum assisted genetic algorithm for sequencing compatible amino acids in drug design
    S Duela, A Umamageswari, R Prabavathi, P Umapathy, K Raja
    2023 Third international conference on advances in electrical, computing … , 2023
    2023
    Citations: 12
  • Decentralized payment architecture for E-Commerce and utility transactions with government verified identities
    J Shiny Duela, K Raja, P Umapathy, R Rangnani, A Patel
    International Conference on Soft Computing and Signal Processing, 9-20 , 2022
    2022
    Citations: 2
  • An enhanced identification and classification algorithm for plant leaf diseases based on deep learning
    U Arasakumaran, SD Johnson, D Sara, R Kothandaraman
    Traitement du Signal 39 (3), 1013 , 2022
    2022
    Citations: 11

MOST CITED SCHOLAR PUBLICATIONS

  • Hyperspectral and multispectral image fusion techniques for high resolution applications: A review
    D Sara, AK Mandava, A Kumar, S Duela, A Jude
    Earth Science Informatics 14 (4), 1685-1705 , 2021
    2021
    Citations: 123
  • A novel approach to schizophrenia Detection: Optimized preprocessing and deep learning analysis of multichannel EEG data
    S Srinivasan, SD Johnson
    Expert Systems with Applications 246, 122937 , 2024
    2024
    Citations: 49
  • Performance evaluation of adaptive neuro fuzzy system (ANFIS) over fuzzy inference system (FIS) with optimization algorithm in de-noising of images from salt and pepper noise
    A Senthilselvi, JS Duela, R Prabavathi, D Sara
    Journal of Ambient Intelligence and Humanized Computing, 1-6 , 2021
    2021
    Citations: 31
  • Automated Diagnosis of Skin Disease Multi-Class Image Classification Using Deep Convolution Neural Network
    VE M.Roshni Thanka, Bijolin Edwin, J.Shiny Duela
    Journal of Green Engineering (JGE) 10 (10), 7646-7660 , 2020
    2020
    Citations: 16
  • Machine learning for healthcare applications
    SN Mohanty, G Nalinipriya, OP Jena, A Sarkar
    John Wiley & Sons , 2021
    2021
    Citations: 14
  • Prehistoric stone image Tamil character recognition using optimized deep neural network using Zernike moments and simplex method
    R Prabavathi, JS Duela, VB Devi, SS Pandi
    Turkish Journal of Computer and Mathematics Education 12 (11), 5983-5991 , 2021
    2021
    Citations: 14
  • Multi-class neural networks to predict lung cancer
    JR Rajan, AC Chelvan, JS Duela
    Journal of Medical Systems 43 (7), 211 , 2019
    2019
    Citations: 14
  • Adaptive weighted kernel support vector machine-based circle search approach for intrusion detection in IoT environments
    C Geetha, SD Johnson, AS Oliver, D Lekha
    Signal, Image and Video Processing 18 (5), 4479-4490 , 2024
    2024
    Citations: 13
  • Quantum assisted genetic algorithm for sequencing compatible amino acids in drug design
    S Duela, A Umamageswari, R Prabavathi, P Umapathy, K Raja
    2023 Third international conference on advances in electrical, computing … , 2023
    2023
    Citations: 12
  • Optimizing feature subset for schizophrenia detection using multichannel EEG signals and rough set theory
    S Srinivasan, SD Johnson
    Cognitive Neurodynamics 18 (2), 431-446 , 2024
    2024
    Citations: 11
  • An enhanced identification and classification algorithm for plant leaf diseases based on deep learning
    U Arasakumaran, SD Johnson, D Sara, R Kothandaraman
    Traitement du Signal 39 (3), 1013 , 2022
    2022
    Citations: 11
  • Improved channel capacity in 5g ultradense network
    S Biradar, J Shiny Duela, P Ramya, F Francis, T Singhal, A Singhal, ...
    Wireless Communications and Mobile Computing 2022 (1), 7948395 , 2022
    2022
    Citations: 5
  • Identifying Diabetics Retinopathy using Deep Learning based Classification
    A Umamageswari, JS Duela, K Raja
    2021 22nd International Arab Conference on Information Technology (ACIT), 1-6 , 2021
    2021
    Citations: 5
  • Identifying cyber extremism sentiments using ROBERTA
    S Patel, K Raja, JS Duela, TM Chen, M Sathiyanarayanan
    2023 International Conference on Intelligent and Innovative Technologies in … , 2023
    2023
    Citations: 4
  • Bin Bay: An Optimized Smart Waste Disposal System for a Sustainable Urban Life using LSTM and Fog Computing
    DP Duela, S., Sara
    Journal of Computer Science 18 (11), 1110-1120 , 2022
    2022
    Citations: 4
  • Diabetic Retinopathy Diagnosis in OCT images using Convolutional Neural Network
    PL Jancy, JS Duela, DMR Devi, CP Lakshmi
    2021 2nd International Conference on Smart Electronics and Communication … , 2021
    2021
    Citations: 4
  • An Internet of Drone (IOD) Based Data Analytics in Cloud for Emergency Services
    SD E. Bijolin Edwin, M. RoshniThanka
    International Journal of Recent Technology and Engineering 7 (5S2), 263-267 , 2019
    2019
    Citations: 4
  • A secured event log storage management system in cloud computing
    DEG Vinitha, JS Duela
    International Conference on Information Communication and Embedded Systems … , 2014
    2014
    Citations: 4
  • An Intelligent Stabilized Smart Sewage Treatment Plant (STP)
    R Prabavathi, JS Duela, BJ Chelliah, SM Saranya, A Sheela
    2021 4th International Conference on Computing and Communications … , 2021
    2021
    Citations: 3
  • Extraction of data from documents using AWS textract
    S Raja Shree, C Nuthanakaluv, L Sharmila, JS Duela, N Muneera
    AIP Conference Proceedings 3257 (1), 020102 , 2025
    2025
    Citations: 2

Publications

Juliet Rani Rajan, Chelvan, Duela 2019, “Multi-Class Neural Networks to Predict Lung Cancer",Journal of Medical Systems,43:211,DOI: 10.1007/s10916-019-1355-9,Springer.

RESEARCH OUTPUTS (PATENTS, SOFTWARE, PUBLICATIONS, PRODUCTS)

• J Shiny Duela, T.Illakiya, Dioline Sara 2020, “Smart Water Leakage Prevention System Using Wireless Sensors”, Journal of Green Engineering, Volume-10, Issue-7,pp: 3768–3787, Scopus.
• J Shiny Duela, K.Raghavender, N.Viswanath, G.KiranSiddarth 2020, "A Cohesive Scheme of Exploration-Based Air Quality Prediction", Journal of Green Engineering, Volume-10, Issue-4,pp:1533-1548, Scopus.
• J.Shiny Duela, M.Roshni Thanka, Bijolin Edwin 2019,”Improving the Reliability of Web Based Result Query Systems during High Traffic Periods”,International Journal of Recent Technology and Engineering (IJRTE), Volume-8 Issue-5S5,Pp:174-180, Scopus.
• E.Bijolin Edwin, M.Roshni Thanka & J.Shiny Duela 2019, ‘An Internet of Drone (IOD) Based Data Analytics in Cloud for Emergency Services’, International Journal of Recent Technology and Engineering (IJRTE), Volume-7 Issue-5S2,Pp:263-267, Scopus.
• Shiny Duela, J & Uma Maheswari, P 2018, ‘Mitigation of DDOS Threat to Service Attainability in Cloud Premises’, International Journal of Reasoning-based Intelligent Systems,, Scopus Indexed.
• Shiny Duela, J & Uma Maheswari, P 2017, ‘Ensuring Data Security in Cloud Environment through Availability’, Journal of Computational and Theoretical Nanoscience, , No.9, , (Annexure I, Impact , Scopus Indexed.
• Subil Abraham, Nasheed ul huq, K Sundar Raj, A Niha Fathima, J Shiny Duela 2018,” A Survey of Techniques for Handling Web Traffic on Web Application Servers”, International Journal of Scientific Research and Review,. 482-487.
• Shiny Duela, J & Uma Maheswari, P 2016, ‘Optimal Fragment Selection For Data Security and Efficient Content Alteration Mechanism In Cloud Using IABC Algorithm’, Asian Journal of Research In Social Sciences And Humanities, Vol. 6, No. 9, Pp. 751-771, (Updated Annexure List 2016, Impact Factor 1.023).
• J.Shiny Duela, Indumathy 2016, “ Smart Moving Entity Capturing Mechanism In Transportation System", International Journal of Innovative Research in Science,Engineering and Technology, Vol. 5, Issue 5,
• J.Shiny Duela, K. Sivaraman 2015," Cloud Services for Efficient Log Management", Indian Journal of Science and Technology, Vol 8,