Publications

Journals

S. Hemachandiran, R. Siddharth & G. Aghila. "A digital image colorimetry approach for identifying fuel types in downstream petroleum sector." in International Journal of Information Technology, Springer, 2023.

R. Siddharth and G. Aghila, "A Fog-Assisted Framework for Intelligent Video Preprocessing in Cloud-based Video Surveillance as a Service" in IEEE Transactions on Sustainable Computing, Vol.7, pp. 825-838, IEEE, 2022.

R. Siddharth and G. Aghila, “RandPro- A practical implementation of random projection-based feature extraction for high dimensional multivariate data analysis in R”, in SoftwareX, Vol. 12, July-Dec, Elsevier, 2020.

R. Siddharth and G. Aghila, "A Light Weight Background Subtraction Algorithm for Motion Detection in Fog Computing", in IEEE Letters of the Computer Society, vol. 3, no. 1, pp. 17-20, Jan.-June, IEEE, 2020.

R. Siddharth and G. Aghila, "A Data-Independent Reusable Projection (DIRP) Technique for Dimension Reduction in Big Data Classification Using k-Nearest Neighbor (k-NN)" in National Academy Science Letters 43, 13–21, Springer, 2020.

Conferences (with Book chapters)

Siddharth R, A. Banerjee and V. Venkoparao, "Characterizing Neural Network Weights for Class Imbalanced Learning," 2023 IEEE Pune Section International Conference (PuneCon), Pune, India, 2023.

Hemachandiran, S., Aghila, G., Siddharth, R. "A Smartphone-Based Digital Image Colorimetry Model for Identifying Fuel Types in Downstream Petroleum Sector". In Advances in Manufacturing, Automation, Design, and Energy Technologies. Springer, 2023.

Hemachandiran S., Aghila G., Siddharth R. "Automation to Find Adulteration in Downstream Petroleum Monitoring Using Machine Learning: An Overview". Recent Advances in Manufacturing, Automation, Design, and Energy Technologies. Springer, 2022.

Siddharth R and Aghila G, "A Privacy-Preserving Feature Extraction Method for Big Data Analytics Based on Data-Independent Reusable Projection." in Handbook of Research on Cloud Computing and Big Data Applications in IoT, Chapter. 8, pp. 151-169, IGI Global, 2019.

S. Ramachandran, S. Chithan and Siddharth R, "A cost-effective approach towards storage and privacy preserving for Intermediate data sets in cloud environment," in International Conference on Recent Trends in Information Technology, Chennai, pp. 1-5, IEEE, 2014.

Patents

Aghila G and Siddharth R, "System for Storage Reduction in Cloud Based Video Surveillance and Method Thereof", Application number: 202041041376, Patent number: 408227, Status: Granted

Page updated

Google Sites

Report abuse