Sujatha G

@smgacw.org

Associate Professor, PG and Research Department of Computer Science
Sri Meenakshi Government Arts College for Women(A), Madurai.

Sujatha G


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https://researchid.co/sujisekar05

EDUCATION

M.C.A.M..

RESEARCH INTERESTS

MACHINE LEARNING
DEEP LEARNING
DATA MINING
BIG DATA ANALYTICS
106

Scholar Citations

6

Scholar h-index

3

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Transfer Learning-based Ensemble Classifier for Multi-Class Texture Classification in Remote Sensing
    G Sujatha, SS Ali, PS Mukesh, AA Gou
    International Journal of Data Science and IoT Management System 5 (2 (2 … , 2026
    2026
  • A Hybrid Deep–Ensemble System for Route Classification and Spacing Regression in VANETs
    G Sujatha, BA Reddy, S Chandrashekar, KA Kumar
    International Journal of AI Electronics and Nexus Energy 2 (2 (1)), 10-19 , 2026
    2026
  • SpinachXAI-Rec: a multi-stage explainable AI framework for spinach freshness classification and consumer recommendation
    ASN Raju, G Sujatha, RK Gatla, S Ankalaki
    Scientific Reports 15 (1), 35853 , 2025
    2025
    Citations: 1
  • XAI-SkinCADx: A Six-Stage Explainable Deep Ensemble Framework for Skin Cancer Diagnosis and Risk-Based Clinical Recommendations
    ASN Raju, G Sujatha, RK Gatla, S Ankalaki, GS Hukkeri
    IEEE Access , 2025
    2025
    Citations: 8
  • Cyber Security for Mobile Applications Using Artificial Intelligence
    S Rajaprakash, G Sujatha, S Kavitha, V Darsi, MS Kurakalva, SR Palapati
    World Conference on Information Systems for Business Management, 516-527 , 2025
    2025
  • Unravelling learning styles: An innovative questionnaire-based approach to classify students using machine learning techniques
    PA Devi, G Sujatha
    Recent Advances in Sciences, Engineering, Information Technology … , 2025
    2025
  • Mining anti-social behavior in Twitter conversations: A review on the anatomy of hate speech
    R Sangeetha, G Sujatha, GS Shailaesh
    Recent Advances in Sciences, Engineering, Information Technology … , 2025
    2025
  • Machine learning feature extraction technique for predicting air quality
    PV Kumari, G Sujatha
    Recent Advances in Sciences, Engineering, Information Technology … , 2025
    2025
  • Retraction Note: Deep reinforcement learning for comprehensive route optimization in elastic optical networks using generative strategies
    PN Renjith, G Sujatha, M Vinoth, GD Vignesh, M Ramkumar Prabhu, ...
    Optical and Quantum Electronics 56 (10), 1678 , 2024
    2024
  • Crop and fertiliser recommendation system for sustainable agricultural development
    K Sankareswari, G Sujatha
    Intelligent Robots and Drones for Precision Agriculture, 327-349 , 2024
    2024
    Citations: 2
  • The design of security algorithm RPBB-24–1 in multi-way path over the distributed ledger
    CB Basha, S Rajaprakash, N Aggarwal, MD Riyazuddin, G Sujatha, ...
    SSRG International Journal of Electrical and Electronics Engineering 11 (4 … , 2024
    2024
    Citations: 7
  • RETRACTED ARTICLE: Deep reinforcement learning for comprehensive route optimization in elastic optical networks using generative strategies
    PN Renjith, G Sujatha, M Vinoth, GD Vignesh, MR Prabhu, ...
    Optical and Quantum Electronics 55 (13), 1197 , 2023
    2023
    Citations: 10
  • An Experimental Comparison on Machine Learning Ensemble Stacking‐Based Air Quality Prediction System
    P Vasantha Kumari, G Sujatha
    Artificial Intelligence for Sustainable Applications, 127-146 , 2023
    2023
  • Evaluation of an Ensemble Technique for Prediction of Crop Yield.
    K Sankareswari, G Sujatha
    ICIMMI, 7:1-7:9 , 2023
    2023
    Citations: 6
  • A comparative study on machine learning based classifier model for wheat seed classification
    G Sujatha, K Sankareswari
    International Conference on Mining Intelligence and Knowledge Exploration … , 2021
    2021
    Citations: 1
  • A Comparative Experimental Investigation on Machine Learning Based Air Quality Prediction System (MLBAQPS): Linear Regression, Random Forest, AdaBooster Approaches
    G Sujatha, P Vasantha Kumari
    International Conference on Mining Intelligence and Knowledge Exploration … , 2021
    2021
    Citations: 1
  • A Novel Approach to Identify the Promotion of Sales in Supermarkets using Machine Learning Algorithms.
    G Sujatha, R Sangeetha
    International Journal of Business Analytics & Intelligence (IJBAI) 9 , 2021
    2021
  • A Comprehensive Hybrid Ensemble Method with Feature Selection Techniques
    G Sujatha, K Usha Rani
    International Conference On Computational And Bio Engineering, 85-97 , 2019
    2019
    Citations: 1
  • Prediction of humidity in weather using logistic regression, decision tree, nearest neighbours, naive Bayesian, support vector machine and random forest classifiers
    G Sujatha, S Rao, T Srinivasa Rao
    Asian Research Publishing Network , 2019
    2019
    Citations: 1
  • Building a Data Mining Based Software Reliability Estimation Model
    AR Visagan, M Sumathi, G Sujatha
    2019 1st International Conference on Advances in Information Technology … , 2019
    2019
    Citations: 2

MOST CITED SCHOLAR PUBLICATIONS

  • An architectural design for effective information retrieval in semantic web
    M Thangaraj, G Sujatha
    Expert Systems with Applications 41 (18), 8225-8233 , 2014
    2014
    Citations: 42
  • Agent based semantic internet of things (IoT) in smart health care
    M Thangaraj, PP Ponmalar, G Sujatha, S Anuradha
    Proceedings of the the 11th international knowledge management in … , 2016
    2016
    Citations: 24
  • RETRACTED ARTICLE: Deep reinforcement learning for comprehensive route optimization in elastic optical networks using generative strategies
    PN Renjith, G Sujatha, M Vinoth, GD Vignesh, MR Prabhu, ...
    Optical and Quantum Electronics 55 (13), 1197 , 2023
    2023
    Citations: 10
  • XAI-SkinCADx: A Six-Stage Explainable Deep Ensemble Framework for Skin Cancer Diagnosis and Risk-Based Clinical Recommendations
    ASN Raju, G Sujatha, RK Gatla, S Ankalaki, GS Hukkeri
    IEEE Access , 2025
    2025
    Citations: 8
  • The design of security algorithm RPBB-24–1 in multi-way path over the distributed ledger
    CB Basha, S Rajaprakash, N Aggarwal, MD Riyazuddin, G Sujatha, ...
    SSRG International Journal of Electrical and Electronics Engineering 11 (4 … , 2024
    2024
    Citations: 7
  • Evaluation of an Ensemble Technique for Prediction of Crop Yield.
    K Sankareswari, G Sujatha
    ICIMMI, 7:1-7:9 , 2023
    2023
    Citations: 6
  • Crop and fertiliser recommendation system for sustainable agricultural development
    K Sankareswari, G Sujatha
    Intelligent Robots and Drones for Precision Agriculture, 327-349 , 2024
    2024
    Citations: 2
  • Building a Data Mining Based Software Reliability Estimation Model
    AR Visagan, M Sumathi, G Sujatha
    2019 1st International Conference on Advances in Information Technology … , 2019
    2019
    Citations: 2
  • SpinachXAI-Rec: a multi-stage explainable AI framework for spinach freshness classification and consumer recommendation
    ASN Raju, G Sujatha, RK Gatla, S Ankalaki
    Scientific Reports 15 (1), 35853 , 2025
    2025
    Citations: 1
  • A comparative study on machine learning based classifier model for wheat seed classification
    G Sujatha, K Sankareswari
    International Conference on Mining Intelligence and Knowledge Exploration … , 2021
    2021
    Citations: 1
  • A Comparative Experimental Investigation on Machine Learning Based Air Quality Prediction System (MLBAQPS): Linear Regression, Random Forest, AdaBooster Approaches
    G Sujatha, P Vasantha Kumari
    International Conference on Mining Intelligence and Knowledge Exploration … , 2021
    2021
    Citations: 1
  • A Comprehensive Hybrid Ensemble Method with Feature Selection Techniques
    G Sujatha, K Usha Rani
    International Conference On Computational And Bio Engineering, 85-97 , 2019
    2019
    Citations: 1
  • Prediction of humidity in weather using logistic regression, decision tree, nearest neighbours, naive Bayesian, support vector machine and random forest classifiers
    G Sujatha, S Rao, T Srinivasa Rao
    Asian Research Publishing Network , 2019
    2019
    Citations: 1
  • Transfer Learning-based Ensemble Classifier for Multi-Class Texture Classification in Remote Sensing
    G Sujatha, SS Ali, PS Mukesh, AA Gou
    International Journal of Data Science and IoT Management System 5 (2 (2 … , 2026
    2026
  • A Hybrid Deep–Ensemble System for Route Classification and Spacing Regression in VANETs
    G Sujatha, BA Reddy, S Chandrashekar, KA Kumar
    International Journal of AI Electronics and Nexus Energy 2 (2 (1)), 10-19 , 2026
    2026
  • Cyber Security for Mobile Applications Using Artificial Intelligence
    S Rajaprakash, G Sujatha, S Kavitha, V Darsi, MS Kurakalva, SR Palapati
    World Conference on Information Systems for Business Management, 516-527 , 2025
    2025
  • Unravelling learning styles: An innovative questionnaire-based approach to classify students using machine learning techniques
    PA Devi, G Sujatha
    Recent Advances in Sciences, Engineering, Information Technology … , 2025
    2025
  • Mining anti-social behavior in Twitter conversations: A review on the anatomy of hate speech
    R Sangeetha, G Sujatha, GS Shailaesh
    Recent Advances in Sciences, Engineering, Information Technology … , 2025
    2025
  • Machine learning feature extraction technique for predicting air quality
    PV Kumari, G Sujatha
    Recent Advances in Sciences, Engineering, Information Technology … , 2025
    2025
  • Retraction Note: Deep reinforcement learning for comprehensive route optimization in elastic optical networks using generative strategies
    PN Renjith, G Sujatha, M Vinoth, GD Vignesh, M Ramkumar Prabhu, ...
    Optical and Quantum Electronics 56 (10), 1678 , 2024
    2024