2024
Federated Learning for Digital Healthcare: Concepts, Applications, Frameworks, and Challenges
DN Sachin, B Annappa, S Ambesange
Computing, 106(9), 3113-3150Hybrid Approach for Handling Class Imbalance on Medical Data
JK Sujay, DT Surakshith, TY Uday, HR Sneha, B Annappa, V Sushma
2024 International Conference on Data Science and Network Security (ICDSNS)Multi Criteria Based Container Management in a Geo-Distributed Cluster
NK MR, B Annappa
2024 IEEE International Conference on Electronics, Computing, and TechnologyA Dual Phase Approach for Addressing Class Imbalance in Land-Use and Land-Cover Mapping from Remotely Sensed Images
A Putty, B Annappa, R Prajwal, SP Perumal
IEEE AccessFedLSF: Federated Local Graph Learning via Specformers
RS BB, B Annappa, DN Sachin
2024 20th International Conference on Distributed Computing in Smart SystemsARIMA-PID: Container Auto Scaling Based on Predictive Analysis and Control Theory
NS Joshi, R Raghuwanshi, YM Agarwal, B Annappa, DN Sachin
Multimedia Tools and Applications, 83(9), 26369-26386Fedcure: A Heterogeneity-Aware Personalized Federated Learning Framework for Intelligent Healthcare Applications in IoMT Environments
DN Sachin, B Annappa, S Hegde, CS Abhijit, S Ambesange
IEEE AccessBENN: Balanced Ensemble Neural Network for Handling Class Imbalance in Big Data
SH Ramesh, A Basava, SP Perumal
Expert Systems, e13754Exploratory Analysis of Methods, Techniques, and Metrics to Handle Class Imbalance Problem
HR Sneha, B Annappa
Procedia Computer Science, 235, 863-877