JICS

1. A Conceptual Architecture and its Experimental Validation of CCTV-Video Object Activitization for Tangible Assets of Experts’ Visual Knowledge in Smart Factories

Eun-Bi Cho, Dinh-Lam Pham, Kyung-Hee Sun, Kwanghoon Pio Kim, Vol. 25, No. 2, pp. 101-111, Apr. 2024

10.7472/jksii.2024.25.2.101
Keywords: Smart Factory, Working Knowledge, Tangible Asseits of Experts’ Knowledge, Deep-Learning Neural Network Moddls and Frameworks, CCTV-Video Object-Contexualization

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. 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

9. 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

10. 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

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