Computational Engineering and Data Modeling
(CEDM Research Group)

Research Publications

Conferences

  1. Naga Sreeharsha Reddy Ambati, Sree Harrsha Singara, Syam Sukesh Konjeti, Selvi C,."Performance Enhancement of Machine Learning Algorithms on Heart Stroke Prediction Application using Sampling and Feature Selection Techniques" in International Conference on Augmented Intelligence and Sustainable Systems (ICAISS-2022)-IEEE. (Accepted for publication)
  2. Deep Pancholi and Selvi C. "Study of Cold-start Product Recommendations and its Solutions" in Seventh International Conference on Data Management, Analytics and Innovation -ICDMAI 2023(Accepted for publication).
  3. Nikhil Kumar Ghanghor, Chinju John, Jayakrushna Sahoo, "MFNet: A Facial Recognition Pipeline for Masked Faces Using FaceNet" accepted in 7th International Conference on Computer Vision & Image Processing (CVIP 2022).
  4. Jaiswal, Rishav, Akarsh K. Nair, and Jayakrushna Sahoo, "Real-time monitoring system for attendance and attentiveness in virtual classroom environments." In 2022 2nd International Conference on Artificial Intelligence and Signal Processing (AISP), pp. 1-6. IEEE, 2022.
  5. Sreekala, K. K., and Jayakrushna Sahoo. "Classification for Diagnosis of Breast Cancer Using Machine Learning Techniques with Hyperparameter Tuning." Emergent Converging Technologies and Biomedical Systems. Springer, Singapore, 2022. 539-552.
  6. Prudvi Deti, Jayakrushna Sahoo, Akarsh K Nair, " A weight factor based secure invisible image watermarking using Discrete Cosine Transform" accepted in 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N–22)
  7. Sreekala, K. K., and Jayakrushna Sahoo. "Hyper Parameter Optimization of Convolutional Neural Networks for Breast Cancer Classification." In 2021 International Conference on Advances in Computing and Communications (ICACC), pp. 1-6. IEEE, 2021.
  8. Sivaiah Bellamkonda, N. P. Gopalan, "Facial Expression Recognition Using Kirsch Edge Detection, LBP and Gabor Wavelets," IEEE International Conference On Intelligent Computing and Control Systems - ICCS 2018, Vaigai College of Engineering, Madurai, India, 14-15 June 2018.
  9. N.P. Gopalan, Sivaiah Bellamkonda, Vinnakota Saran Chaitanya, "Facial Expression Recognition Using Geometric Landmark Points and Convolutional Neural Networks", IEEE International Conference on Inventive Research in Computing Applications (ICIRCA 2018), Coimbatore, India, 11-12 July 2018.

Journals

  1. Nair, Akarsh K., Jayakrushna Sahoo, and Ebin Deni Raj. "Privacy preserving Federated Learning framework for IoMT based big data analysis using edge computing." Computer Standards & Interfaces (2023): 103720.
  2. Nair, Akarsh K., Ebin Deni Raj, and Jayakrushna Sahoo. "A robust analysis of adversarial attacks on federated learning environments." Computer Standards & Interfaces (2023): 103723.
  3. John, Chinju, Oommen K. Mathew, and Jayakrushna Sahoo. "CNN-LSTM based classification of polo like kinase family of Proteins: An emerging cancer drug target. "Materials Today: Proceedings (2022).
  4. Sivaiah Bellamkonda, N. P. Gopalan, C. Mala, “Facial Expression Recognition on partially occluded faces using Component based Ensemble Stacked CNN”, Cognitive Neurodynamics, 2022, 1-24. (SCIE, IF: 3.75)
  5. Sivaiah Bellamkonda, N. P. Gopalan, C. Mala, “FL-CapsNet: Facial localization augmented Capsule Network for human emotion recognition”, Signal, Image and Video Processing, 2022
  6. Sivaiah Bellamkonda, Lavanya Settipalli, Ramachandran Vedantham, Manojkumar Vemula, “An enhanced earthquake prediction model using long short-term memory”, Turkish Journal of Computer and Mathematics Education, Vol.12 No.14, pp. 2397 – 2403, 2021.
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