J.P. Kumar

H, D. U., & Kumar, J. (2025). Enhanced Transfer Learning-Based CNN for Abnormal Human Activity Detection in Video Surveillance Using Spatial-Temporal Features. Cybernetics and Systems. https://doi.org/10.1080/01969722.2025.2521708

Hoovayya, U., & Kumar, J. (2025). Improved LinkNet-DenseNet architecture with fine-tuned parameters for abnormal human activity detection for video surveillance. Signal, Image and Video Processing, 19(10). https://doi.org/10.1007/s11760-025-04343-w

Devi, K., Kumar, J., & Karanth, S. (2025). Optimized Method for Prediction and Recommendation of Crops Using Fusion Ensemble Learning Crop Recommendation Model. Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/ICAECT63952.2025.10958850

Sharavana, K., & Kumar, J. (2022). An Empirical Approach of Performance and Energy-Aware Scheduling [PEAS] Mechanism in the HPC-Cloud Model. International Journal of Engineering Trends and Technology, 70(7), 238-249,. https://doi.org/10.14445/22315381/IJETT-V70I7P224

Manimegalai, A., Kumar, J., & Ashwin, N. (2024). Deep ensemble architectures with heterogeneous approach for an efficient content-based image retrieval. IAES International Journal of Artificial Intelligence, 13(4), 4843-4855,. https://doi.org/10.11591/ijai.v13.i4.pp4843-4855

Devi, K., & Kumar, J. (2024). Sustainable Food Development Based on Ensemble Machine Learning Assisted Crop and Fertilizer Recommendation System. Journal of Machine and Computing, 4(2), 317-326,. https://doi.org/10.53759/7669/jmc202404030

Devi, K., & Kumar, J. (2023). An efficient data collection tool for crop recommendations model using Robotic Process Automation. Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/ICCCNT56998.2023.10308274