Dr S Jayanthi

@gnithyd.ac.in

Professor & Head, Department of Information Technology
Guru Nanak Institute of Technology

Dr S Jayanthi


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https://researchid.co/sjayanthi

EDUCATION

Ph D (Computer Science & Engineering)

RESEARCH INTERESTS

Big Data Analytics, Drone Technology
109

Scholar Citations

5

Scholar h-index

2

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Machine Learning and Deep Learning Approaches for Crop Yield Prediction: A Comprehensive Analysis of Model Performance and Computational Efficiency
    S Jayanthi, MAJ Sathya, B Nathan, K Karmakonda, M Laxmikanthan, ...
    Ingenierie des Systemes d'Information 31 (3), 707 , 2026
    2026
  • Interpretable Land-Use Classification Using ResNet18 and SmoothGradCAM++: A Study on the UC Merced Dataset
    S Jayanthi, MAJ Sathya, B Nathan, K Karmakonda, M Laxmikanthan
    Journal homepage: http://iieta. org/journals/isi 31 (2), 371-379 , 2026
    2026
  • Transformer-assisted convolutional feature extraction with deep representation learning models for lung and colon cancer diagnosis using histopathological images
    S Jayanthi, I Kaur, E Laxmi Lydia, KV Kumar, GP Joshi, W Cho
    Scientific Reports , 2026
    2026
    Citations: 1
  • Gallbladder disease diagnosis from ultrasound using squeeze-and-excitation capsule network with convolutional bidirectional long short-term memory
    S Jayanthi, I Kaur, EL Lydia, PR Babu, JC Yoon, C Yoon, GP Joshi
    Scientific Reports , 2026
    2026
    Citations: 3
  • Landslide Susceptibility Mapping in Idukki, Western Ghats, India by Integrating Weighted Multi-Criteria Decision Analysis and Machine Learning.
    S Jayanthi, MA Sathya, N Balasubramanian, K Karmakonda, ...
    International Journal of Safety & Security Engineering 16 (1), 65 , 2026
    2026
  • Enhancing Power Distribution Efficiency Through AI-IoT and ML-Based Methodologies
    HSKRV Suresh Kumar Natarajan, Shajahan Basheer, S. Anthoniraj, S. Jayanthi
    Smart Power Systems, 41-56 , 2025
    2025
  • Advancements in cyberthreat intelligence through resource exhaustion attack detection using hybrid deep learning with heuristic search algorithms
    S Jayanthi, SS Bavirthi, P Murali, KV Kumar, HK Alkahtani, MK Ishak, ...
    Scientific Reports 15 (1), 30461 , 2025
    2025
  • A deep dive into artificial intelligence with enhanced optimization-based security breach detection in Internet of Health Things enabled smart city environment
    S Jayanthi, S Suhasini, N Sharmili, E Laxmi Lydia, V Shwetha, BB Dash, ...
    Scientific Reports 15 (1), 22909 , 2025
    2025
    Citations: 6
  • Enhancing Remote Sensing Image Classification and Interpretability: A Multi-Stage Feature Extraction Approach and Grad-CAM
    KV Jayanthi S, M Khalid, N Osman A., SI d, R Pannangi
    Journal of Information Systems Engineering and Management 10, Pages 90 - 102 , 2025
    2025
  • Design and Implementation of IoT‐Based Advanced Energy Management System for Smart Factory
    S Jayanthi, NS Kumar, N Zafar Ali Khan, SS Reddy, R Santhosh, ...
    Cyber Physical Energy Systems, 501-527 , 2024
    2024
    Citations: 3
  • Optimizing Purchase Intention Prediction in E-Commerce
    S Jayanthi, D Rajeshwari, N Goud, R Geetha, SB Franklin, ...
    2024 First International Conference for Women in Computing (InCoWoCo), 1-6 , 2024
    2024
    Citations: 1
  • Leveraging Machine Learning to Predict IFC Project Success and Failure
    S Jayanthi, J JeyaGanesan, I Begum, E Ramesh, R Balaraman, ...
    2024 First International Conference for Women in Computing (InCoWoCo), 1-6 , 2024
    2024
  • An explorative study of explainable AI and blockchain integration in public administration
    S Jayanthi, NS Kumar, U Balashivudu, M Purushotham, S Jeeva
    Applications of Blockchain and Artificial Intelligence in Finance and … , 2024
    2024
    Citations: 9
  • Sowing Intelligence: Advancements in Crop Yield Prediction Through Machine Learning and Deep Learning Approaches
    S Jayanthi, DT Priya, N Goud, A Rajkumar, B Srivalli
    2024
    Citations: 1
  • Investigation of explainable crop yield prediction: Leveraging Ensemble Learning and a novel Blend Model approach
    S Jayanthi, K Indraneel, D Tamil Priya
    2024
    Citations: 4
  • Demystifying Machine Learning Predictions: A Comparative Analysis with Explainable AI for Parkinson's Disease
    S Jayanthi, KMA Sithik
    2024
  • Exploring fetal brain tumor glioblastoma symptom verification with self organizing maps and vulnerability data analysis
    SK Natarajan, J S, SK Mathivanan, H Rajadurai, BAM MB, MA Shah
    Scientific Reports 14 (1), 8738 , 2024
    2024
    Citations: 9
  • A cross-layer method for evaluating the effectiveness of MANETs
    S Jayanthi, B Lekheshwar, GP Preetham, DS Rohith, C Harshith
    AIP Conference Proceedings 2816 (1), 140006 , 2024
    2024
  • Educational technology and libraries supporting online learning
    N Kumar, S Antoniraj, S Jayanthi, S Mirdula, S Selvaraj, N Rajkumar, ...
    AI-Assisted Library Reconstruction, 209-237 , 2024
    2024
    Citations: 39
  • Evolution and significance of unmanned aerial vehicles
    S Jayanthi, H Shaheen, U Balashivudu, MS Rani
    Unmanned Aerial Vehicle Cellular Communications, 287-311 , 2022
    2022
    Citations: 5

MOST CITED SCHOLAR PUBLICATIONS

  • Educational technology and libraries supporting online learning
    N Kumar, S Antoniraj, S Jayanthi, S Mirdula, S Selvaraj, N Rajkumar, ...
    AI-Assisted Library Reconstruction, 209-237 , 2024
    2024
    Citations: 39
  • A scrupulous approach to perform classification and detection of fetal brain using darknet YOLO v4
    NS Kumar, AK Goel, S Jayanthi
    2021 International conference on advance computing and innovative … , 2021
    2021
    Citations: 17
  • An explorative study of explainable AI and blockchain integration in public administration
    S Jayanthi, NS Kumar, U Balashivudu, M Purushotham, S Jeeva
    Applications of Blockchain and Artificial Intelligence in Finance and … , 2024
    2024
    Citations: 9
  • Exploring fetal brain tumor glioblastoma symptom verification with self organizing maps and vulnerability data analysis
    SK Natarajan, J S, SK Mathivanan, H Rajadurai, BAM MB, MA Shah
    Scientific Reports 14 (1), 8738 , 2024
    2024
    Citations: 9
  • A deep dive into artificial intelligence with enhanced optimization-based security breach detection in Internet of Health Things enabled smart city environment
    S Jayanthi, S Suhasini, N Sharmili, E Laxmi Lydia, V Shwetha, BB Dash, ...
    Scientific Reports 15 (1), 22909 , 2025
    2025
    Citations: 6
  • Evolution and significance of unmanned aerial vehicles
    S Jayanthi, H Shaheen, U Balashivudu, MS Rani
    Unmanned Aerial Vehicle Cellular Communications, 287-311 , 2022
    2022
    Citations: 5
  • Investigation of explainable crop yield prediction: Leveraging Ensemble Learning and a novel Blend Model approach
    S Jayanthi, K Indraneel, D Tamil Priya
    2024
    Citations: 4
  • Gallbladder disease diagnosis from ultrasound using squeeze-and-excitation capsule network with convolutional bidirectional long short-term memory
    S Jayanthi, I Kaur, EL Lydia, PR Babu, JC Yoon, C Yoon, GP Joshi
    Scientific Reports , 2026
    2026
    Citations: 3
  • Design and Implementation of IoT‐Based Advanced Energy Management System for Smart Factory
    S Jayanthi, NS Kumar, N Zafar Ali Khan, SS Reddy, R Santhosh, ...
    Cyber Physical Energy Systems, 501-527 , 2024
    2024
    Citations: 3
  • Design and development of framework for big data based smart farming system
    S Jayanthi, K Rajkumar, Shaheen, S Shrivastava, IA Herman
    Innovations in Computer Science and Engineering: Proceedings of the Ninth … , 2022
    2022
    Citations: 3
  • A recap on data stream classification
    S Jayanthi, B Karthikeyan
    Advances in Natural and Applied Sciences 8 (17), 76-83 , 2014
    2014
    Citations: 3
  • Investigation on Aggregated Weighted Ensemble Framework for Data Stream Classification
    R Sayal, S Jayanthi, N Suresh Kumar
    Innovations in Computer Science and Engineering: Proceedings of 7th ICICSE … , 2020
    2020
    Citations: 2
  • Incremental aggregation model for data stream classification
    S Jayanthi, B Karthikeyan
    2006
    Citations: 2
  • Transformer-assisted convolutional feature extraction with deep representation learning models for lung and colon cancer diagnosis using histopathological images
    S Jayanthi, I Kaur, E Laxmi Lydia, KV Kumar, GP Joshi, W Cho
    Scientific Reports , 2026
    2026
    Citations: 1
  • Optimizing Purchase Intention Prediction in E-Commerce
    S Jayanthi, D Rajeshwari, N Goud, R Geetha, SB Franklin, ...
    2024 First International Conference for Women in Computing (InCoWoCo), 1-6 , 2024
    2024
    Citations: 1
  • Sowing Intelligence: Advancements in Crop Yield Prediction Through Machine Learning and Deep Learning Approaches
    S Jayanthi, DT Priya, N Goud, A Rajkumar, B Srivalli
    2024
    Citations: 1
  • Improved Clusters in Time Series Data Mining Using Hybridized Adaptive Fuzzy C-Means
    JM Geraldine, S Jayanthi
    Innovations in Computer Science and Engineering: Proceedings of the Sixth … , 2019
    2019
    Citations: 1
  • Machine Learning and Deep Learning Approaches for Crop Yield Prediction: A Comprehensive Analysis of Model Performance and Computational Efficiency
    S Jayanthi, MAJ Sathya, B Nathan, K Karmakonda, M Laxmikanthan, ...
    Ingenierie des Systemes d'Information 31 (3), 707 , 2026
    2026
  • Interpretable Land-Use Classification Using ResNet18 and SmoothGradCAM++: A Study on the UC Merced Dataset
    S Jayanthi, MAJ Sathya, B Nathan, K Karmakonda, M Laxmikanthan
    Journal homepage: http://iieta. org/journals/isi 31 (2), 371-379 , 2026
    2026
  • Landslide Susceptibility Mapping in Idukki, Western Ghats, India by Integrating Weighted Multi-Criteria Decision Analysis and Machine Learning.
    S Jayanthi, MA Sathya, N Balasubramanian, K Karmakonda, ...
    International Journal of Safety & Security Engineering 16 (1), 65 , 2026
    2026