Digital Library

1. 131. FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data
   Wooseok Shin, Jitae Shin, Vol. 24, No. 6, pp. 1-11, Dec. 2023
   10.7472/jksii.2023.24.6.1
   Keywords: Federated learning, Non-IID, data heterogeneity, community detection, Graph Neural Networks
2. 132. Control-Path Driven Process-Group Discovery Framework and its Experimental Validation for Process Mining and Reengineering
   Thanh Hai Nguyen, Kwanghoon Pio Kim, Vol. 24, No. 5, pp. 51-66, Oct. 2023
   10.7472/jksii.2023.24.5.51
   Keywords: Business Process Models, information control nets, Distributed Process Management Systems, Process Intelligence, Process Control-Path Knowledge Discovery, Process Mining, Process Reengineering
3. 133. Advances and Issues in Federated Learning Open Platforms: A Systematic Comparison and Analysis
   JinSoo Kim, SeMo Yang, KangYoon Lee, KwangKee Lee, Vol. 24, No. 4, pp. 1-13, Aug. 2023
   10.7472/jksii.2023.24.4.1
   Keywords: Federated learning, Distributed Learning, FL Framework, Open Source
4. 134. A machine learning framework for performance anomaly detection
   Muhammad Hasnain, Muhammad Fermi Pasha, Imran Ghani, Seung Ryul Jeong, Aitizaz Ali, Vol. 23, No. 2, pp. 97-105, Apr. 2022
   10.7472/jksii.2022.23.2.97
   Keywords: Web services update, undetected regression anomalies, Performance metrics, services integrate