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Search: "[ author: Kwanghoon Pio Kim ]" (10)

1. A Predictive Bearing Anomaly Detection Model Using the SWT-SVD Preprocessing Algorithm

So-hyang Bak, Kwanghoon Pio Kim, Vol. 25, No. 1, pp. 109-121, Feb. 2024
10.7472/jksii.2024.25.1.109
Keywords: 베어링 이상탐지, 설비예지보전, 딥러닝, 주파수변환
2. 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. LSTM-based Business Process Remaining Time Prediction Model Featured in Activity-centric Normalization Techniques

Seong-Hun Ham, Hyun Ahn, Kwanghoon Pio Kim, Vol. 21, No. 3, pp. 83-92, Jun. 2020
10.7472/jksii.2020.21.3.83
Keywords: predictive process monitoring, remaining time prediction, LSTM model, Deep Learning, Process Mining
4. Tailoring Operations based on Relational Algebra for XES-based Workflow Event Logs

Jaeyoung Yun, Hyun Ahn, Kwanghoon Pio Kim, Vol. 20, No. 6, pp. 21-28, Dec. 2019
10.7472/jksii.2019.20.6.21
Keywords: Workflow, Process Mining, XES, relational algebra, Event Log
5. HBase based Business Process Event Log Schema Design of Hadoop Framework

Seonghun Ham, Hyun Ahn, Kwanghoon Pio Kim, Vol. 20, No. 5, pp. 49-55, Oct. 2019
10.7472/jksii.2019.20.5.49
Keywords: Workflow Process, NoSQL, Process Mining, Event Log, Hadoop, Process Discovery
6. Disjunctive Process Patterns Refinement and Probability Extraction from Workflow Logs

Kyoungsook Kim, Seonghun Ham, Hyun Ahn, Kwanghoon Pio Kim, Vol. 20, No. 3, pp. 85-92, Jun. 2019
10.7472/jksii.2019.20.3.85
Keywords: Workflow Process; Process Patterns, Proportional Information Control Nets, Workflow Logs, Temporal Work cases, Fidelity of Workflow Process, Model-Log Comparison, Workflow Intelligence. and Analytics
7. Defining and Discovering Cardinalities of the Temporal Workcases from XES-based Workflow Logs

Jaeyoung Yun, Hyun Ahn, Kwanghoon Pio Kim, Vol. 20, No. 3, pp. 77-84, Jun. 2019
10.7472/jksii.2019.20.3.77
Keywords: Workflow, workflow discovery, workflow rediscovery, workcase cardinality, workflow execution log, XES
8. Discovering Temporal Work Transference Networks from Workflow Execution Logs

Dinh-Lam Pham, Hyun Ahn, Kwanghoon Pio Kim, Vol. 20, No. 2, pp. 101-108, Apr. 2019
10.7472/jksii.2019.20.2.101
Keywords: Workflow management system, work transference network, execution logs, temporal workcases
9. A MapReduce-Based Workflow BIG-Log Clustering Technique

Min-Hyuck Jin, Kwanghoon Pio Kim, Vol. 20, No. 1, pp. 87-96, Feb. 2019
10.7472/jksii.2019.20.1.87
Keywords: workflow process mining, structured information control nets, workflow process enactment event logs, temporal workcase, temporal worktransference, XES event stream data format, Hadoop MapReduce Framework
10. A Cloud Workflow Model Based on the Information Control Net

Kai Sun, Hyun Ahn, Kwanghoon Pio Kim, Vol. 19, No. 3, pp. 25-33, Jun. 2018
10.7472/jksii.2018.19.3.25
Keywords: cloud computing environments, workflow models, information control nets, cloud service deployment models, cloud workflow architectures, cloud workflow services