Publications

[http] Acknowledgments(http://bpm.khu.ac.kr/wiki/wiki.php/Acknowledgement)
[http]Working Papers(http://bpm.khu.ac.kr/wiki/wiki.php/WorkingPapers)
[http]International Journal(http://bpm.khu.ac.kr/wiki/wiki.php/Publications#s-3)
[http]International Conference(http://bpm.khu.ac.kr/wiki/wiki.php/Publications#s-4)
[http]Domestic Journal(http://bpm.khu.ac.kr/wiki/wiki.php/Publications#s-5)
[http]Domestic Conference(http://bpm.khu.ac.kr/wiki/wiki.php/Publications#s-6)
(Authors in bold indicate lab members, and asterisk * corresponding authors.)

To be submitted #

  1. Junmo An and Jae-Yoon Jung*, "An Explainable 1D-CNN Deep Learning Method for Fault Diagnosis of Rotating Machinery Using FFT-CAM", working (Korean draft, Experiment complete)
  2. Young-Suk Han, Donghyun Park, and Jae-Yoon Jung*, "Interpretation of Machine Learning for Wind Power Forecasting in Jeju Island, Korea", Sustainable Energy Technologies and Assessments, working (Korean draft, Experiment complete).
  3. Jimin Kim, Hoonseok Park, Jae-Yoon Jung*, "Learning Storage Policies for SBS/RS Using Hierarchical Deep Q-Network", working (Korean draft, Experiment complete).

  4. Donghyun Park and Jae-Yoon Jung*, "Explainable domain generalization for time series", IF, to be submitted. (SCIE, IF=14.7, 1.0%(2/143), CS/TM)

  5. Jeong-Eon Ahn, Young-Suk Han, and Jae-Yoon Jung*, "A Machine Learning-based Constructive Scheduling Method for Multi-objective Scheduling using Learning MIP Solutions", IJPR, to be submitted. (SCIE, IF=7.0, 14%(10/69), IE) - 수정중
  6. Young Ha Joo, Seohyun Choi, Hoonseok Park, Jae-Yoon Jung*, Younkook Kang, and Ri Choe, "Traffic flow speed prediction in semiconductor fab using temporal graph convolutional networks", JIII, to be submitted. (SCIE, IF=10.4, 2.7%(5/169), CS/IA) - 교정
  7. Hoonseok Park, Young Ha Joo, Donghun Lee, Haejoong Kim, Ri Choe, Younkook Kang, Kwanho Kim and Jae-Yoon Jung*, "Rail Network-Embedded Neural Networks for Travel Time Prediction of OHT in a Semiconductor Fab", TII, to be resubmitted. (SCIE, IF=11.7, 1.5%(3/169), CS/IA) - 교정
  8. Hoonseok Park, Donghyun Park, Sangyeon Kim, Sanghyun Choo, Chang S. Nam, Sangwon Lee, and Jae-Yoon Jung*, "Perturbation-based Influence Estimation for Example-based Explanation of Convolutional Neural Networks in EEG-based BCI", TSMC, to be submitted. (SCIE, IF=8.6, 5.4%(5/84), ACS) - 교정
  9. Donghyuk Jang, Seohyun Choi, and Jae-Yoon Jung*, "Interpretable open-set recognition for fault diagnosis of rotating machines", JMS, to be submitted. (SCIE, IF=12.2, 0.5%(1/69), OR/MS) - 교정

Submitted #

  1. Hanik Cho, Donghyun Park, and Jae-Yoon Jung, "Supervised contrastive learning for fault classification of rotating machines", AEI, to be submitted. (SCIE, IF=8.0, 2.0%(4/179), E/MD) - 완성
  2. Donghyun Park, Junmo An, and Jae-Yoon Jung*, "Performance Comparison of One-class Classification Tech-niques for Fault Detection Based on Vibration Data", Processes, to be submitted. (SCIE, IF=2.8, 47%(80/170), CE) - 완성
  3. Aekyung Kim and Jae-Yoon Jung*, "DQN: Multi-objective Scheduling Using Deep Reinforcement Learning", JIM, under revision 230705. (SCIE, IF=5.9, 19%(39/197), CS/AI) (Ack: AIC, OCC) - 완성
  4. Young-Suk Han and Jae-Yoon Jung*, "Job Dispatching Method for Production Scheduling Using Machine-Learned Ranking", IJPR, to be submitted. (SCIE, IF=7.0, 14%(10/69), IE) - 완성
  5. Seohyun Choi, Young Ha Joo, Hoonseok Park, Younkook Kang, Ri Choe, and Jae-Yoon Jung*, "Travel Time Prediction for Line-to-line Transfers in a Semiconductor Fab: A Case Study", JMS, to be submitted. (SCIE, IF=12.2, 0.5%(1/69), OR/MS) - 완성

  6. Donghyun Park, Jae-Yoon Jung*, and Beom Jin Park, "Estimation of Ship Operational Performance Degradation Using Fuel Oil Consumption Prediction Models Based on Deep Neural Networks with Shortcut Connection", JOES, submitted 241028. (SCIE, IF=13, 2.0%(1/25), ME)
  7. Young-Suk Han and Jae-Yoon Jung, "Imitation learning of job dispatching data combining classification and ranking", CAIE, submitted 241010. (SCIE, IF=6.7, 11.5%(20/169), CS/IA)
  8. Donghyuk Jang, Seohyun Choi, and Jae-Yoon Jung*, "Fault Monitoring and Visualization System of Integrating Multiclass Mahalanobis-Taguchi Systems and Principal Component Analysis", EAAI, under revision 240501. (SCIE, IF=8.0, 5.0%, MDE)
  9. Donghun Lee, Suhee Kim, Hoonseok Park, Haejoong Kim, Ri Choe, Younkook Kang, Jae-Yoon Jung, and Kwanho Kim*, "An integrated neural network-based traffic congestion prediction method for the sustainable operation of semiconductor fabrication", JCLP, submitted 240917. (SCIE, IF=9.7, 6.6%, ES)

International Journal #

  1. Sanghyun Choo, Hoonseok Park, Jae-Yoon Jung, Kevin Flores, and Chang S. Nam*, "Improving Classification Performance of Motor Imagery BCI through EEG Data Augmentation with Conditional Generative Adversarial Networks", Neural Network, vol. 180, Dec 2024, 106665. (SCIE, IF=6.0, 10%, Neuro) [https]doi(https://doi.org/10.1016/j.neunet.2024.106665)
  2. Jimin Kim, Josue Obregon, Hoonseok Park, Jae-Yoon Jung*, "Multi-step day-ahead photovoltaic power forecasting using transformer networks with pretrained recurrent neural networks", Renewable and Sustainable Energy Reviews, vol. 200, Aug 2024, 114479. (SCIE, IF=15.9, 3.3%(2/46), GSST) (Ack: Engy, AIC). [https]doi(https://doi.org/10.1016/j.rser.2024.114479) [https]pdf(https://drive.google.com/file/d/1hJVdAMS5wv9u6UhlNA2Y_rj3V2Ub0K8K/view?usp=drive_link)
  3. Josue Obregon and Jae-Yoon Jung*, "Rule-based Visualization of Faulty Process Conditions in the Die-casting Manufacturing", Journal of Intelligent Manufacturing, vol. 35, no. 2, Feb 2024, pp. 521-537. (SCIE, IF=8.3, 15.5%, CS/AI) (Ack: Engy, OCC). [https]doi(https://doi.org/10.1007/s10845-022-02057-1) [https]pdf(https://drive.google.com/file/d/1yjpCUGbqupA6AqWsd3XvMl3cUeMKtSBz/)

  4. Donghyun Park, Hoonseok Park, Sangyeon Kim, Sanghyun Choo, Chang S. Nam, Sangwon Lee, and Jae-Yoon Jung*, "Spatio-temporal explanation of 3D-EEGNet for motor imagery EEG classification using permutation and saliency", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 31, Nov 2023, pp. 4504-4513. (SCIE, IF=4.9, 5.1%(4/68), Reh) (Ack: EEG, AIC). [https]link(https://ieeexplore.ieee.org/document/10310256/) [https]pdf(https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10310256)
  5. Murugan Nanthagopal, Devanadane Mouraliraman, Yu-Ri Han, Chang Won Ho, Josue Obregon, and Jae-Yoon Jung*, Chang Woo Lee*, "Conversion of Natural Biowaste into Energy Storage Materials and Estimation of Discharge Capacity through Transfer Learning in Li-Ion Batteries", Nanomaterials, vol. 13, no. 22, Nov. 2023, 2963. (SCIE, IF=5.3, 24.1%, Phy) (Ack: Engy, +1) [https]link(https://www.mdpi.com/2079-4991/13/22/2963) [https]pdf(https://www.mdpi.com/2079-4991/13/22/2963/pdf)
  6. Sanghyun Choo, Hoonseok Park, Sangyeon Kim, Donghyun Park, Jae-Yoon Jung, Sangwon Lee, and Chang S. Nam*, "Effectiveness of Multi-Task Deep Learning Framework for EEG-based Emotion and Context Recognition", Expert Systems with Applications, vol. 227, Oct 2023, 120348. (SCIE, IF=8.5, 6.4%(7/104), OR/MS) (Ack: EEG, etc.)[https]link(https://doi.org/10.1016/j.eswa.2023.120348) [https]pdf(https://www.sciencedirect.com/science/article/pii/S0957417423008503/pdfft?md5=93b0a87825134dc63c2de87b7dd63950&pid=1-s2.0-S0957417423008503-main.pdf)
  7. Sangyeon Kim, Sanghyun Choo, Donghyun Park, Hoonseok Park, Chang S. Nam, Jae-Yoon Jung, and Sangwon Lee*, "Designing an XAI Interface for BCI Experts: A Contextual Design for Pragmatic Explanation Interface Based on Domain Knowledge in a Specific Context", International Journal of Human-Computer Studies, vol. 174, Jun 2023, 103009. (SSCI, IF=5.4, 11.9%, Ergo) (Ack: EEG, etc). [https]link(https://www.sciencedirect.com/science/article/pii/S1071581923000150) [https]pdf(https://www.sciencedirect.com/science/article/pii/S1071581923000150/pdfft?md5=c43d7a6ff62416f94cb62fc20b7ce6c6&pid=1-s2.0-S1071581923000150-main.pdf)
  8. Josue Obregon, Yu-Ri Han, Chang Won Ho, Devanadane Mouraliraman, Chang Woo Lee*, and Jae-Yoon Jung*, "Convolutional Autoencoder-based SOH Estimation of Lithium-ion Batteries Using Electrochemical Impedance Spectroscopy", Journal of Energy Storage, Vol. 60, Apr. 2023, 106680. (SCIE, IF=8.907, 19.0%, E&F) (Ack: Engy, AIC). [https]link(https://www.sciencedirect.com/science/article/pii/S2352152X23000774) [https]pdf(https://drive.google.com/file/d/1PcnCnPpboJztMafFdJLYtpLfWpZdWUd6/)
  9. Josue Obregon and Jae-Yoon Jung*, "RuleCOSI+: Rule Extraction for Interpreting Classification Tree Ensembles", Information Fusion, Vol. 89, Jan. 2023, 355-381. (SCIE, IF=17.564, 0.5%(1/109), CS/T&M) (Ack: Engy, OCC). [https]link(https://www.sciencedirect.com/science/article/pii/S1566253522001129) [https]pdf(https://www.sciencedirect.com/science/article/pii/S1566253522001129/pdfft?md5=0b58e19ec75339e444a7354d6b745245&pid=1-s2.0-S1566253522001129-main.pdf) [https]pdf(https://drive.google.com/file/d/1qYXTT5mcOtSKSo9bXY6R_lpeID5BnILc/)

  10. Jiali Huang, Jae-Yoon Jung, Chang S. Nam*, "Estimating Effective Connectivity in Alzheimer’s Disease Progression: a Dynamic Causal Modeling Study", Frontiers in Human Neuroscience, 16:1060936, Dec. 2022. (SCIE, IF=3.473, 35.6%, Psy) (Ack: BK21). [https]link(https://www.frontiersin.org/articles/10.3389/fnhum.2022.1060936/full) [https]pdf(https://www.frontiersin.org/articles/10.3389/fnhum.2022.1060936/pdf)
  11. YeonJun In and Jae-Yoon Jung*, "Simple Averaging of Direct and Recursive Forecasts via Partial Pooling Using Machine Learning", International Journal of Forecasting, Vol. 38, No. 4, Oct. 2022, pp. 1386-1399. (SSCI, IF=7.022, 6.4%(37/572), Econo) [https]link(https://www.sciencedirect.com/science/article/pii/S0169207021001813) [https]pdf(https://drive.google.com/file/d/1iwTewGKMoyxPBM1QGUUFbFjnR0V_5y7L/) ← 1st rank in Kaggle
  12. Young Ha Joo, Hoonseok Park, Haejoong Kim, Ri Choe, Younkook Kang, and Jae-Yoon Jung*, "Traffic Flow Speed Prediction in Overhead Transport Systems for Semiconductor Fab Using Dense-UNet", Processes, Vol. 10, No. 8, Aug. 2022, 1580. (SCIE, IF=3.352, 48.2%, Chem). [https]link(https://www.mdpi.com/2227-9717/10/8/1580) [https]pdf(https://www.mdpi.com/2227-9717/10/8/1580/pdf)
  13. Chang S. Nam, Jae-Yoon Jung, Sangwon Lee, Sanghyun Choo, Zachary Traylor, Hoonseok Park, Donghyun Park and Sangyeon Kim, "Human-Computer Interface, Deep Learning and Explainable AI", ISE Magazine, Vol. 54, No. 6, Jun. 2022, 34-39. [https]link(https://www.iise.org/ISEmagazine/Details.aspx?id=53103) [https]link(https://www.ise.ncsu.edu/blog/2022/06/28/human-computer-interface-deep-learning-and-explainable-ai/) [https]pdf(https://drive.google.com/file/d/1_aJAl0yznQY_S5dkJvHUac2d9EIS1VOZ/)
  14. Sun Hur, Jae-Yoon Jung, and Josue Obregon, "Special Issue on Application of Big Data Analysis and Advanced Analytics in Sustainable Production Process", Processes, 10(4), Mar 2022, 670. (SCIE, IF=3.352, 48.2%, Chem). [https]link(https://www.mdpi.com/2227-9717/10/4/670/htm) [https]pdf(https://www.mdpi.com/2227-9717/10/4/670/pdf?version=1648619572)

  15. Seul-Gi Kim, Donghyun Park, and Jae-Yoon Jung*, "Evaluation of One-Class Classifiers for Fault Detection: Mahalanobis Classifiers and the Mahalanobis-Taguchi System", Processes, Vol. 9, No. 8, Aug. 2021, 1450 (SCIE, IF=2.847, 51%, CE). [https]link(https://www.mdpi.com/2227-9717/9/8/1450) [https]pdf(https://www.mdpi.com/2227-9717/9/8/1450/pdf)
  16. Josue Obregon, Jihoon Hong, Jae-Yoon Jung*, "Rule-based Explanations Based on Ensemble Machine Learning for Detecting Sink Mark Defects in the Injection Moulding Process", Journal of Manufacturing Systems, Vol. 60, Jul. 2021, pp. 392-405 (SCIE, IF=8.633, 0.6%(1/84), OR/MS). [https]link(https://www.sciencedirect.com/science/article/pii/S0278612521001382?via%3Dihub) [https]pdf(https://drive.google.com/file/d/1hkJmb0wfir5TCG1s_rNmW-fRNwy7TKFz/)
  17. Hee-Sun Choi, Junmo An, Jin-Gyun Kim, Jae-Yoon Jung, Juhwan Choi, Grzegorz Orzechowski, Aki Mikkola, Jin Hwan Choi*, "Data-driven Simulation for General Purpose Multibody Dynamics Using Deep Neural Networks", Multibody System Dynamics, Vol. 51, No. 4, Apr. 2021, pp. 419-454. (SCIE, IF=3.109, 39%, Mec)[https]link(https://link.springer.com/article/10.1007/s11044-020-09772-8) [http]pdf(http://web.khu.ac.kr/~jung/paper/IJ_202104_MSD.pdf)

  18. Berny Carrera, Min Kyu Sim*, and Jae-Yoon Jung, "PVHybNet: A Hybrid Framework for Predicting Photovoltaic Power Generation Using Both Weather Forecast and Observation Data", IET Renewable Power Generation, Vol. 14, No. 12, Sep. 2020, pp. 2192-2201. (SCIE, IF=3.894, 21%, EEE) [https]link(https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/iet-rpg.2018.6174) [https]pdf(https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/iet-rpg.2018.6174)
  19. Min Kyu Sim and Jae-Yoon Jung*, "A Short Review on Predictions for Wind Power Generation - Its Limitation and Future Directions", ICIC Express Letters, Part B: Applications, Vol. 11, No. 10, Oct. 2020, pp. 995-1000. [http]link(http://www.icicelb.org/ellb/contents.html) [http]pdf(http://www.icicelb.org/ellb/contents/2020/10/elb-11-10-12.pdf)
  20. Min-Woo Baek, Min Kyu Sim and Jae-Yoon Jung*, "Wind Power Generation Prediction Based on Weather Forecast Data Using Deep Neural Networks", ICIC Express Letters, Part B: Applications, Vol. 11, No. 9, Sep. 2020, pp. 863-868. [http]link(http://www.icicelb.org/ellb/contents.html) [http]pdf(http://www.icicelb.org/ellb/contents/2020/9/elb-11-09-07.pdf)
  21. Aekyung Kim, Josue Obregon, and Jae-Yoon Jung*, "PRANAS: A Process Analytics System Based on Process Warehouse and Cube for Supply Chain Management", Applied Sciences, Vol. 10, No. 10, May 2020, 3521. (SCIE, IF=2.217, 45%, AP) [https]link(https://www.mdpi.com/2076-3417/10/10/3521/htm) [https]pdf(https://www.mdpi.com/2076-3417/10/10/3521/pdf)
  22. Hoonseok Park and Jae-Yoon Jung*, "SAX-ARM: Deviated Event Pattern Discovery from Multivariate Time-Series Using Symbolic Aggregate Approximation and Association Rule Mining", Expert Systems with Applications, Vol. 141, Mar 2020, 112950. (SCIE, IF=5.452, 1.8%(2/83), OR/MS)

  23. Josue Obregon, Aekyung Kim, and Jae-Yoon Jung*, "RuleCOSI: Combination and Simplification of Production Rules from Boosted Decision Trees for Imbalanced Classification", Expert Systems with Applications, Vol. 126, Jul 2019, pp. 64-82. (SCIE, IF=4.292, 8%(7/84), OR/MS) [https]link(https://doi.org/10.1016/j.eswa.2019.02.012) [https]pdf(https://drive.google.com/file/d/1FwMrNQXNCo_6g0U9O52n47DEN5oURglI/view?usp=sharing)
  24. Josue Obregon, Minseok Song, and Jae-Yoon Jung*, "InfoFlow: Mining Information Flow Based on User Community in Social Networking Services", IEEE Access, Vo. 7, Apr 2019, pp. 48024-48036. (SCIE, IF=4.098, 14%) [https]link(https://ieeexplore.ieee.org/document/8681519?arnumber=8681519) [https]pdf(https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8681519)
  25. Seul-Gi Kim, Jae-Yoon Jung, and Min Kyu Sim*, "A Two-Step Approach to Solar Power Generation Prediction Based on Weather Data Using Machine Learning", Sustainability, Vol. 11, No. 5, Mar 2019, 1501. (SSCI, IF=2.075, 42%, G&S) [https]link(https://www.mdpi.com/2071-1050/11/5/1501) [https] pdf(https://www.mdpi.com/2071-1050/11/5/1501/pdf)
  26. Berny Carrera and Jae-Yoon Jung*, "SentiFlow: An Information Diffusion Process Discovery Based on Topic and Sentiment from Online Social Networks", Sustainability, Vol. 10, No. 8, Aug 2018, 2731, pages 1-16. (SSCI, IF=2.075, 42%, G&S) [http]link(http://www.mdpi.com/2071-1050/10/8/2731/htm) [http]pdf(http://www.mdpi.com/2071-1050/10/8/2731/pdf)
  27. Aekyung Kim, Kyuhyup Oh, Jae-Yoon Jung*, and Bohyun Kim, "Imbalanced Classification of Manufacturing Quality Conditions Using Cost-Sensitive Decision Tree Ensembles", International Journal of Computer Integrated Manufacturing, Vol. 31, No. 8, Aug 2018, pp. 701-717. (SCIE, IF=1.949, 31%, OR/MS [http]link(http://www.tandfonline.com/doi/full/10.1080/0951192X.2017.1407447) [http]pdf(http://www.tandfonline.com/eprint/9JwDxaSmfSsizDnrzsSC/full)
  28. Donghyun Park, Seulgi Kim, Yelin An, Jae-Yoon Jung*, "LiReD: A Light-weight Real-Time Fault Detection System for Edge Computing Using LSTM Recurrent Neural Networks", Sensors, 18(7), Jun 2018, 2110, pages 1-15. (SCIE, IF=2.677, 16%, I&I) [http]link(http://www.mdpi.com/1424-8220/18/7/2110) [http]pdf(http://www.mdpi.com/1424-8220/18/7/2110/pdf)
  29. Jinkyun Park, Jae-Yoon Jung, Gyunyoung Heo, Yochan Kim, Jaewhan Kim, and Jaehyun Cho, "Application of Process Mining Techniques to Identifying Information Navigation Characteristics of Human Operators Working in a Digital Main Control Room", Reliability Engineering and System Safety, Vol. 175, Jul 2018, pp. 38-50. (SCI, IF=3.153, 11%, OR/MS,IE) [https]link(https://www.sciencedirect.com/science/article/pii/S0951832017307147) [https]pdf(https://ac.els-cdn.com/S0951832017307147/1-s2.0-S0951832017307147-main.pdf?_tid=cc1e9788-c9de-438b-af65-1d187ab458da&acdnat=1530367917_a0d9fddbcc15533faa8a63f6178980c9)
  30. Bitzel Cortez, Berny Carrera, Young-Jin Kim, and Jae-Yoon Jung*, "An Architecture for Emergency Event Prediction Using LSTM Recurrent Neural Networks", Expert Systems with Applications, Vol. 97, May 2018, pp. 315-324. (SCIE, IF=3.928, 3%(3/83), OR/MS) [http]link(http://www.sciencedirect.com/science/article/pii/S0957417417308606) [https]pdf(https://ac.els-cdn.com/S0957417417308606/1-s2.0-S0957417417308606-main.pdf?_tid=7a175d9c-e6fe-11e7-ad42-00000aab0f6b&acdnat=1513936810_8ee150967c2d415218f873f9ad50ff39)
  31. Gwangjin Heo, Jinsung Lee, and Jae-Yoon Jung, "Analyzing Bottleneck Resource Pools of Operational Process Using Process Mining", ICIC Express Letters, Part B: Applications, Vol. 9, No. 5, May 2018. pp. 437-441. [http]link(http://www.ijicic.org/elb-9(5).htm) [http]pdf(http://www.icicelb.org/ellb/contents.html)
  32. Hyeok-Jin Jeon, Sang-Chul Kim*, Jae-Ho Shin, Jae-Yoon Jung, Kang-Hyun Lee, Hee-Young Lee, and Ho-Joong Kim, "Risk of Severe Injury of Occupants Involved in Frontal Crashes of Cab-over-type Trucks", Traffic Injury Prevention , Vol. 18, No. 8, Dec 2017, pp.839-844. [http]link(http://www.tandfonline.com/doi/abs/10.1080/15389588.2017.1315413) [http]pdf(http://www.tandfonline.com/eprint/YFGNpYDBiRCjIfUYRbsb/full)
  33. Parul Singh, Kyuhyup Oh, and Jae-Yoon Jung*, "Flow Orientation Analysis for Major Activity Regions based on Smart Card Transit Data", International Journal of Geo-Information, Vol. 6, No. 10, 318, Oct 2017. [http]link(http://www.mdpi.com/2220-9964/6/10/318) [http]pdf(http://www.mdpi.com/2220-9964/6/10/318/pdf)
  34. Jae-Yoon Jung, Gyunyoung Heo, and Kyuhyup Oh*, "Urban Zone Discovery from Smart Card-based Transit Logs", IEICE Transactions on Information and Systems, Vol. 100-D, No. 10, Oct 2017, pp. 2465-2469. [https]link(https://search.ieice.org/bin/summary_advpub.php?id=2016OFL0004&category=D&lang=E) [https]pdf(https://www.jstage.jst.go.jp/article/transinf/E100.D/10/E100.D_2016OFL0004/_pdf/-char/en)
  35. Aekyung Kim, Kyuhyup Oh, Hoonseok Park and Jae-Yoon Jung*, "Comparison of Quality Prediction Algorithms in Manufacturing Process", ICIC Express Letters, Vol. 11, No. 6, Jun 2017. [http]link(http://www.ijicic.org/el-11(6).htm)
  36. Berny Carrera, JinSung Lee*, and Jae-Yoon Jung, "Discovery of Gatekeepers on Information Diffusion Flows Using Process Mining", International Journal of Industrial Engineering- Theory, Applications and Practice, Vol 23, No 4, 2016, pp. 253-269. [http]link(http://journals.sfu.ca/ijietap/index.php/ijie/article/view/2809) [http]pdf(http://journals.sfu.ca/ijietap/index.php/ijie/article/download/2809/616)
  37. Jinkyun Park, Jae-Yoon Jung, and Wondea Jung, "The Use of a Process Mining Technique to Characterize the Work Process of Main Control Room Crews: a Feasibility Study", Reliability Engineering & System Safety, Vol. 154, pp. 31-41, Oct 2016. [http]link(http://www.mdpi.com/1424-8220/18/7/2110) [http]pdf(http://www.mdpi.com/1424-8220/18/7/2110/pdf)
  38. Byeong-Sam Kim, Minwoo Lee, Ji-Young Kim, Jae-Yoon Jung, and Junemo Koo*, "Development of the Freshness Assessment Model for Real Time Online Monitoring System of Packaged Commercial Milk in Distribution", LWT-Food Science and Technology, Vol. 68, May 2016, pp. 532-540. [http]link(http://www.sciencedirect.com/science/article/pii/S0023643815304060) [http]pdf(http://ac.els-cdn.com/S0023643815304060/1-s2.0-S0023643815304060-main.pdf?_tid=d89a2438-ec83-11e6-affb-00000aab0f6b&acdnat=1486396350_9caf12f3343bf99e98a097cecda8aa29)
  39. Kwanho Kim, Hyunjin Kim, Sang-Kuk Kim, and Jae-Yoon Jung*, "i-RM: An Intelligent Risk Management Framework based on Real-Time Context Awareness for Ubiquitous Cold Chain Logistics", Expert Systems with Applications, Vol. 46, Mar 2016, pp. 463-473. [http]link(http://www.sciencedirect.com/science/article/pii/S0957417415007642) [http]pdf(http://ac.els-cdn.com/S0957417415007642/1-s2.0-S0957417415007642-main.pdf?_tid=885acf9a-9801-11e5-a08e-00000aacb362&acdnat=1448956985_8dfbed742214a100fb77d593835396f4)
  40. Kwanho Kim, Kyuhyup Oh, Yeong Kyu Lee, SungHo Kim, and Jae-Yoon Jung*, "An Analysis on Movement Patterns between Zones Using Smart Card Data in Subway Networks", International Journal of Geographical Information Science, Vol. 28, No. 9, Sep 2014, pp. 1781-1801. [http]link(http://www.tandfonline.com/doi/abs/10.1080/13658816.2014.898768) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_2014_IJGIS.pdf)
  41. KwangSup Shin, Myung-Ju Park, and Jae-Yoon Jung*, "Dynamic Task Assignment and Resource Management in Cloud Services Using Bargaining Solutions", Concurrency and Computation: Practice and Experience, Vol. 26, No. 7, May 2014, pp. 1432-1452. [http]link(http://onlinelibrary.wiley.com/doi/10.1002/cpe.3124/abstract) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_2014_CPE.pdf)
  42. Kwanho Kim, Josue Obregon, and Jae-Yoon Jung*, "Analyzing Information Flow and Context for Facebook Fan Pages", IEICE Transactions on Information and Systems, Vol. 97-D, No. 4, Apr 2014, pp. 811-814. [http]link(http://search.ieice.org/bin/summary.php?id=e97-d_4_811)
  43. Kwanho Kim, Beom-Suk Chung, Yerim Choi, Sungjung Lee, Jae-Yoon Jung*, and Jonghun Park, "Language Independent Semantic Kernels for Short-text Document Classification", Expert Systems with Application, Vol. 41, No. 2, Feb 2014, pp. 735-743. [http]link(http://www.sciencedirect.com/science/article/pii/S0957417413005988) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_201402_ESWA.pdf)
  44. KwangSup Shin, Jae-Yoon Jung*, and Jang-Rea Lee, "Resource Allocation and Pricing Mechanisms for Wireless Multimedia Service: Auction and Bargaining Models", Journal of Internet Technology, Vol. 14, No. 7, Dec 2013, pp. 1093-1103. [http]link(http://jit.ndhu.edu.tw/jitcontent2.php?getserial=1004&Vol2=15&No2=1) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_201312_JIT.pdf)
  45. Pablo Rosales Tejada and Jae-Yoon Jung*, "Context-Aware Dynamic Event Processing Using Event Pattern Templates", IEICE Transactions on Information and Systems, Vol. 96-D, No. 5, May 2013, pp. 1053-1062. [http]link(http://search.ieice.org/bin/summary.php?id=e96-d_5_1053) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_201305_IEICE.pdf)
  46. Kwanho Kim, Beom-Suk Chung, Jae-Yoon Jung, and Jonghun Park*, "Revenue Maximizing Itemset Construction for Online Shopping Services", Industrial Management & Data Systems, Vol. 113, No. 1, Jan 2013, pp.96-116. [http]link(http://www.emeraldinsight.com/journals.htm?articleid=17076425)
  47. KwangSup Shin, Jae-Yoon Jung*, Doug Young Suh, and Suk-Ho Kang, "Multimedia Service Discrimination based on Fair Resource Allocation Using Bargaining Solutions", ETRI Journal, Vol. 24, No. 3, Jun 2012, pp. 341-351. [http]link(http://etrij.etri.re.kr/etrij/journal/article/article.do?volume=34&issue=3&page=341) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_201206_ETRIJ.pdf)
  48. Kwanho Kim, Jae-Yoon Jung*, and Jonghun Park, "Discovery of Information Diffusion Process in Social Networks", IEICE Transactions on Information and Systems, Vol. 95-D, No. 5, May 2012, pp. 1539-1542. [http]link(http://search.ieice.org/bin/summary.php?id=e95-d_5_1539)
  49. Jae-Yoon Jung, Jinsung Lee, Jihwan Jung, Sang-Kuk Kim, and Dongmin Shin*, "A Methodology of Collaborative Performance Measurement for Manufacturing Collaboration", International Journal of Industrial Engineering- Theory, Applications and Practice, Vol. 19, No. 3, Mar 2012, pp. 149-160. [http]link(http://journals.sfu.ca/ijietap/index.php/ijie/article/view/592) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_201203_IJIE.pdf)
  50. Bokyoung Kang, Jae-Yoon Jung*, Nam Wook Cho, and Suk-Ho Kang, "Real-time Business Process Monitoring Using Formal Concept Analysis", Industrial Management & Data Systems, Vol. 111, No. 5, Jun 2011, pp. 225-230. [http]link(http://www.emeraldinsight.com/journals.htm?articleid=1926724) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_201106_IMDS.pdf)
  51. Jae-Yoon Jung, Kwanho Kim, Dongmin Shin, and Jonghun Park*, "FlowWiki: A Wiki Based Platform for Ad-hoc Collaborative Workflows", Knowledge-Based Systems, Vol. 24, No. 1, Feb 2011, pp. 154-165. [http]link(http://www.sciencedirect.com/science/article/pii/S0950705110001292) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_201102_KBS.pdf)
  52. Jae-Yoon Jung, Chang-Ho Chin*, and Jorge Cardoso, "An Entropy-based Uncertainty Measure of Process Models", Information Processing Letters, Vol. 111, No. 3, Jan 2011, pp. 135-141. [http]link(http://www.sciencedirect.com/science/article/pii/S0020019010003285) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_201101_IPL.pdf)
  53. Bokyoung Kang, Nam Wook Cho, Jae-Yoon Jung, and Suk-Ho Kang, "Event-based Real-time Process Monitoring Using State Transition Lattice", ICIC Express Letters, Vol. 5, No. 1, Jan 2011, pp. 225-230. [http]link(http://www.emeraldinsight.com/journals.htm?articleid=1926724)
  54. Seok-Hoon Hong, Yong-Hun Lee, Jae-Yoon Jung, and Doug Young Suh*, "A Cross-Layer Approach to Fair Resource Allocation for Multimedia Service in WiMAX", KSII Transactions on Internet and Information Systems, Vol. 4, No. 6, Dec 2010, pp. 1006-1022. [http]link(http://www.itiis.org/tiis/download.jsp?filename=TIIS_Vol4No6P2December2010.pdf) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_201012_TIIS.pdf)
  55. Jae-Yoon Jung and Joonsoo Bae*, "Rule-based Ad-hoc Workflow Modeling for Service Coordination: A Case Study of a Telecom Operational Support System", IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. 93-A, No. 12, Dec 2010, pp. 2740-2743. [http]link(http://search.ieice.org/bin/summary.php?id=e93-a_12_2740)
  56. Pablo Rosales Tejada and Jae-Yoon Jung*, "Complex Sensor Event Processing for Business Process Integration", IEICE Transactions on Communications, Vol. 93-B, No. 11, Nov 2010, pp.2976-2979. [http]link(http://search.ieice.org/bin/summary.php?id=e93-b_11_2976)
  57. Dongmin Shin, Sun Hur, Hyun Lee, Jingyu Nam, and Jae-Yoon Jung*, "An Analytical Model for Delivery Evaluation of Multimodal Contents in Pervasive Computing", Computers in Industry, Vol. 61, No. 5, Jun 2010, pp. 440-447. [http]link(http://www.sciencedirect.com/science/article/pii/S0166361509002176)
  58. Seung-Kyun Han, Dongmin Shin, Jae-Yoon Jung, and Jonghun Park*, "Exploring the Relationship between Keywords and Feed Elements in Blog Post Search", World Wide Web, Vol. 12, No. 4, Dec 2009, pp. 381-398. [http]link(http://link.springer.com/article/10.1007%2Fs11280-009-0067-3)
  59. Jae-Yoon Jung, Joonsoo Bae*, and Ling Liu, "Hierarchical Clustering of Business Process Models", International Journal of Innovative Computing, Information and Control, Vol. 5, No. 12(A), Dec 2009, pp. 4501-4511. [http]link(http://www.ijicic.org/isii08-123-1.pdf) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_200912_IJICIC.pdf)
  60. Jaehyun Kong, Jae-Yoon Jung, and Jinwoo Park*, "Event-Driven Service Coordination for Business Process Integration in Ubiquitous Enterprises", Computers and Industrial Engineering, Vol. 57, No. 1, Aug 2009, pp. 14-26. [http]link(http://www.sciencedirect.com/science/article/pii/S036083520800185X)
  61. Jae-Yoon Jung, Jonghun Park*, Seung-Kyun Han, and Kangchan Lee, "An ECA-based Framework for Decentralized Coordination of Ubiquitous Web Services", Information and Software Technology, Vol. 49, No. 11, Nov 2007, pp. 1141-1161. [http]link(http://www.sciencedirect.com/science/article/pii/S0950584906001959) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_200711_IST.pdf)
  62. Jonghun Park, Wan Lee, Jae-Yoon Jung, and Kangchan Lee, "Incorporation of User Preferences into Mobile Web Service Conversations", Lecture Notes in Computer Science, Vol. 3984, Jul 2007, pp. 441-450.
  63. Jae-Yoon Jung, Hoontae Kim*, and Suk-Ho Kang, "Standards-based Approaches to B2B Workflow Integration", Computers and Industrial Engineering, Vol. 51, No. 2, Oct 2006, pp. 321-334.
  64. Jae-Yoon Jung, Jonghun Park, Seung-Kyun Han, and Kangchan Lee, "Event-based Peer-to-Peer Process Enactment for Ubiquitous Web Service Devices", Lecture Notes in Computer Science, Vol. 4103, Sep 2006, pp. v387-399.
  65. Joonsoo Bae, Backchul Kwon, Jae-Yoon Jung, Hyerim Bae, and Suk-Ho Kang, "A Method of Collaborative Process Design Comparing Workflow Model Components", International Journal of Computer Science and Network Security, Vol. 6, No. 8, Aug 2006, pp. 54-59.
  66. Jae-Yoon Jung, Wookey Lee, and Suk-Ho Kang, "Process Decomposition and Choreography for Distributed Scientific Workflow Enactment," Lecture Notes in Computer Science, Vol. 3984, Springer-Verlag, Berlin, May 2006, pp. 942-951.
  67. Jae-Yoon Jung and Joonsoo Bae, "Workflow Clustering Method Based on Process Similarity," Lecture Notes in Computer Science, Vol.3981, Springer-Verlag, Berlin, May 2006, pp. 379-389.
  68. Je-Yeon Oh, Jae-Yoon Jung, Nam Wook Cho, Hoontae Kim, and Suk-Ho Kang, "Integrated Process Modeling for Dynamic B2B Collaboration," Lecture Notes in Artificial Intelligence, Vol. 3683, Sep 2005, pp. 602-608.
  69. Wonchang Hur, Jae-Yoon Jung, Hoontae Kim, and Suk-Ho Kang, "Model-Driven Approach to Workflow Execution," Lecture Notes in Computer Science, Vol. 3080, Jun 2004, pp. 241-255.
  70. Jae-Yoon Jung, Wonchang Hur, Suk-Ho Kang, and Hoontae Kim, "Business Process Choreography for B2B Collaboration", IEEE Internet Computing, Vol. 8, No. 1, Jan/Feb 2004, pp. 37-45. [http]link(http://ieeexplore.ieee.org/xpl/abstractAuthors.jsp?arnumber=1260702) [http]pdf(http://web.khu.ac.kr/~jung/paper/Jung_IJ_200306_IEEEIC.pdf)

International Conference #

  1. Sol Jeong, Minsik Kim, Myeong-Gu Kang, and Jae-Yoon Jung, "Wind power generation forecasting using explainable artificial intelligence", In Proc. of the 7th International Conference on Computational Intelligence and Intelligent Systems (CIIS 2024), Nagoya, Japan, Nov 22-24, 2024. (Ack: SDG)
  2. Young-Suk Han, Minjong Shin, and Jae-Yoon Jung, "Deep learning-based object tracking from real-world maritime images", In Proc. of the 7th International Conference on Computational Intelligence and Intelligent Systems (CIIS 2024), Nagoya, Japan, Nov 22-24, 2024. (Ack: DAPA, AIC)
  3. Josue Obregon and Jae-Yoon Jung, "Explainable Machine Learning for dispatching rules in semiconductor manufacturing", In Proc. of the 22nd Triennial Congress of the International Ergonomics Association (IEA), Jeju, Korea, Aug 25-29, 2024.
  4. Seohyun Choi, Young Ha Joo, Hoonseok Park, Younkook Kang, Ri Choe, and Jae-Yoon Jung, "Delivery Time Prediction for Interline Transfers: A Case Study in a Semiconductor Fab", In Proc. of the 33rd International Conference on Flexible Automation and Intelligent Manufacturing (FAIM 2024), Taichung, Taiwan, June 23-26, 2024. (Ack: SS, AIC)
  5. Minsik Kim, Young-Suk Han, Josue Obregon, and Jae-Yoon Jung, "Discovering dispatching rules in a semiconductor fab using interpretable machine learning", In Proc. of the 33rd International Conference on Flexible Automation and Intelligent Manufacturing (FAIM 2024), Taichung, Taiwan, June 23-26, 2024. (Ack: AIC)

  6. Hoonseok Park, Donghyun Park, Sangyeon Kim, Sanghyun Choo, Chang Nam, Sangwon Lee, and Jae-Yoon Jung, "Explaining Convolutional Neural Networks for EEG-Based Brain-Computer Interface Using Influence Functions", In Proc. of BMI Workshop Special Session, IEEE International Conference on Systems, Man, and Cybernetics (SMC), Honolulu, Hawaii, Oct. 1-4, 2023. (Ack: EEG, AIC) [https]link(https://ieeexplore.ieee.org/document/10394100) [https]pdf(https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10394100)
  7. Yu-Ri Han, Donghyun Park, and Jae-Yoon Jung, "Cost-efficient Active Transfer Learning Framework for Object Detection", In Proc. of 17th International Conference on Innovative Computing, Information and Control (ICICIC 2023), Kumamoto, Japan, Aug. 29-31, 2023. (Ack: Marine, AIC)
  8. Donghyuk Jang, Seohyun Choi, and Jae-Yoon Jung, "Fault Diagnosis and Visualization Using Multi-class Mahalanobis-Taguchi Systems", In Proc. of 17th International Conference on Innovative Computing, Information and Control (ICICIC 2023), Kumamoto, Japan, Aug. 29-31, 2023. (Ack: AIRobot)
  9. Hanik Cho, Donghyun Park, and Jae-Yoon Jung, "A Robust Method for Vibration-based Fault Detection Using Window Filters", In Proc. of 17th International Conference on Innovative Computing, Information and Control (ICICIC 2023), Kumamoto, Japan, Aug. 29-31, 2023. (Ack: AIRobot)
  10. YoungSuk Han, Jae-Yoon Jung*, "Three-stage data-driven approach to fast and accurate job dispatching using learning-to-rank techniques", In Proc. of the 27th International Conference on Production Research (ICPR 2023), Cluj-Napoca, Romania, Jul. 23-28, 2023. (Ack: AIC)

  11. Seohyun Choi, Young Ha Joo, Hoonseok Park, Jae-Yoon Jung*, Younkook Kang, and Ri Choe, "Travel time prediction method for inter-line transfers in semiconductor fab using machine learning", In Proc. of the 13th International Conference on Internet (ICONI 2021), Dec. 12-14, 2021.
  12. YoungSuk Han, Jae-Yoon Jung*, "Job Dispatching Method for Production Scheduling Using Machine-Learned Ranking", In Proc. of the 13th International Conference on Internet (ICONI 2021), Dec. 12-14, 2021.
  13. Hoonseok Park, Myoungjin Oh, Jae-Yoon Jung*, "Deep-Learning-Based Sensor Fusion for Machine Fault Detection Using Infrared Thermal Images and Multiple Sensor Data", In Proc. of the 13th International Conference on Internet (ICONI 2021), Dec. 12-14, 2021.
  14. Josue Obregon, Yu-Ri Han, Jimin Kim, Chang Won Ho, Devanadane Mouraliraman, Jae Woo Park, Chang Woo Lee, Jae-Yoon Jung*, "Deep learning-based forecasting of the charge capacity of lithium-ion batteries using impedance spectroscopy data", In Proc. of the 13th International Conference on Internet (ICONI 2021), Dec. 12-14, 2021.
  15. Donghyun Park, Jae-Yoon Jung*, "A Prediction Model for Ship Propulsion Degradation Using Deep Learning", In Proc. of the 13th International Conference on Internet (ICONI 2021), Dec. 12-14, 2021.
  16. Jimin Kim, Josue Obregon, Hoonseok Park, and Jae-Yoon Jung, "Photovoltaic power forecasting based on weather forecast and observation using transformer networks", In Proc. of the International Conference on Innovation Convergence Technology (ICICT 2021), Jul 5-6, 2021. (Best Paper Award)
  17. Young Ha Joo, Hoonseok Park, Jae-Yoon Jung, Younkook Kang, Ri Choe, and Hae Joong Kim, "Traffic flow prediction in semiconductor fab using convolutional neural networks", In Proc. of the International Conference on Innovation Convergence Technology (ICICT 2021), Jul 5-6, 2021.
  18. Yu-Ri Han and Jae-Yoon Jung, "Improved Query-by-Committee method for active learning for regression", In Proc. of the International Conference on Innovation Convergence Technology (ICICT 2021), Jul 5-6, 2021.
  19. Chang Won Ho, Yu-Ri Han, Devanadane Mouraliraman, Jae Woo Park, Josue Obregon, Jae-Yoon Jung, and Chang Woo Lee*, "A Short Case Study of Coating Effect on LFP with SOC Prediction using Machine Learning", In Proc. of the International Conference on Innovation Convergence Technology (ICICT 2021), Jul 5-6, 2021.
  20. Donghyun Park, Hoonseok Park, Sangyeon Kim, Snaghyun Choo, Jae-Yoon Jung, Sangwon Leee, Chang S. Nam, "Motor Imagery Decoding and Interpretation Using Convolutional Neural Networks and Feature Importances for Brain-Computer Interface", In Proc. of the 5th International Conference on Information System and Data Mining (ICISDM 2021), May 31, 2021.

  21. Josue Obregon and Jae-Yoon Jung, "RuleLat: A Rule-based Model Visualization Tool for Machine Learning Interpretability", In Proc. of the 12th International Conference on Internet (ICONI 2020), Dec. 13-16. 2020.
  22. Young-Suk Han, Donghyun Park, Minwoo Baek and Jae-Yoon Jung, "Interpretability of Machine Learning Based Forecasting Models of Wind Power Generation in Jeju Island, South Korea", In Proc. of the 12th International Conference on Internet (ICONI 2020), Dec. 13-16. 2020.
  23. Junmo An, Hoonseok Park, Hanee Ryu, and Jae-Yoon Jung, "Forecasting Hourly Electricity Trading Volume based on Weather Forecast Data Using Deep Learning", In Proc. of the 12th International Conference on Internet (ICONI 2020), Dec. 13-16. 2020.
  24. Hoonseok Park and Jae-Yoon Jung, "Impact Analysis of Change Event on Execution Time of IT Service Process", In Proc. of the 12th International Conference on Internet (ICONI 2020), Dec. 13-16. 2020.

  25. Min-Woo Baek, Min Kyu Sim and Jae-Yoon Jung, "Wind Power Generation Prediction Based on Weather Forecast Data Using Deep Neural Networks", In Proc. of the 14th International Conference on Innovative Computing, Information and Control (ICICIC2019), Aug 26-29, 2019.
  26. Min Kyu Sim and Jae-Yoon Jung, "A Short Review on Predictions for Wind Power Generation ? Its Limitation and Future Directions", In Proc. of the 14th International Conference on Innovative Computing, Information and Control (ICICIC2019), Aug 26-29, 2019.
  27. Hoonseok Park, Jumyung Um, Jae-Yoon Jung, Martin Ruskowski, "Developing a Production Scheduling System for Modular Factory Using Constraint Programming", In Proc. of the 28th International Conference on Robotics in Alpe-Adria-Danube Region (RAAD2019), June 19-21, 2019.
  28. Josue Obregon, Aekyung Kim, and Jae-Yoon Jung, "Extracting Simplified Rules from Ensemble Decision Trees", In Proc. of International Conference on e-Government Enterprise Architecture and Cloud Computing 2018 (eGEAC 2018), Dec 11-12, 2018.
  29. Jae-Yoon Jung, Donghyun Park, and Byeongchan Lee, "Prediction Modeling for Molecular Dynamics Using Deep Neural Networks", In Proc. of the 13th International Conference on Innovative Computing, Information and Control (ICICIC2018), Aug 20-23, 2018.
  30. Donghyun Park, Seulgi Kim, Yelin An, and Jae-Yoon Jung*, "Development of a Fault Detection and Monitoring System", In Proc. of the 6th International Conference on Big Data Applications and Services (BigDAS 2018), Aug 19-22, 2018.
  31. Seulgi Kim, Jae-Yoon Jung, and Min Kyu Sim, "Machine Learning Methods for Solar Power Generation Prediction based on Weather Forecast", In Proc. of the 6th International Conference on Big Data Applications and Services (BigDAS 2018), Aug 19-22, 2018. (Best Paper Award)
  32. Donghyun Park, Byeongchan Lee, and Jae-Yoon Jung, "Large-Scale Trajectories from Deep Learning", In Proc. of the 2018 Summer Workshop on on Multiscale Platform Development, Jun 28, 2018.
  33. Josue Obregon, Aekyung Kim, Hoonseok Park, and Jae-Yoon Jung, "Identifying major defect causes from manufacturing data using decision rules: A case study", Poster in INFORMS Business Analytics & Operations Research (Analytics 2018), Apr 15-17, 2018.
  34. Seohyun Choi and Jae-Yoon Jung, "Discovery of Probabilistic Information Process Based on Bayesian Networks", In Proc. of International Conference on Innovation and Management (IAM 2018), Jan 30-Feb 2, 2018.
  35. Hoonseok Park, Aekyung Kim, Kyuhyup Oh, Yong Nam Jo, and Jae-Yoon Jung, "Deviated Event Pattern Discovery from Multivariate Time-Series Using Symbolic Aggregate Approximation and Association Rule Mining", In Proc. of the 5th International Conference on Big Data Applications and Services (BigDAS 2017), Nov 23-25, 2017.
  36. Kyuhyup Oh, Hoonseok Park, Yong Gu Ji and Jae-Yoon Jung, "Design of a user-centered product design support system based on cognitive and affective information", In Proc. of the 5th International Conference on Big Data Applications and Services (BigDAS 2017), Nov 23-25, 2017.
  37. Gwangjin Heo, Jinsung Lee, and Jae-Yoon Jung, "Analyzing Bottleneck Resource Pools of Operational Process Using Process Mining", In Proc. of the 12th International Conference on Innovative Computing, Information and Control (ICICIC 2017), Aug 28-30, 2017. (Best Paper Award)
  38. Hoonseok Park, Aekyung Kim, and Jae-Yoon Jung, "Application of Time Synchronous Averaging and Parzen Windows for the Fault Diagnosis", In Proc. of 2017 International Conference on Innovations in Engineering & Technology (ICCET 2017), Jun 12-14, 2017.
  39. Yewon Song, Hongsung Lee, Jae-Yoon Jung, and Yongjin Kim "A condition Diagnosis System for Industrial Machineries Using Digital Signal Processing Techniques", In Proc. of the International Symposium on Technologies in Manufacturing and Mechanical Engineering (STMME 2016), Dec 28-30, 2016.
  40. Aekyung Kim, Kyuhyup Oh, Hoonseok Park, and Jae-Yoon Jung, ""Comparison of Quality Prediction Algorithms in Manufacturing Process", In Proc. of the 2nd International Symposium on Information and Knowledge Management (ISIKM 2016), Dec 28, 2016.
  41. Johannes De Smedt, Seppe Vanden Broucke, Josue Obregon, Aekyung Kim, Jae-Yoon Jung and Jan Vanthienen, "Decision Mining in a Broader Context: A Survey on the Current Landscape and Future Directions", In Proc. of the 4th Int. Workshop on Decision Mining & Modeling for Business Processes (DeMiMoP 2016) in conjunction with BPM 2016, Sep 2016.
  42. Jae-Yoon Jung, Aekyung Kim, Kyuhyup Oh, and Bohyun Kim, "Cost-Sensitive Decision Tree Ensembles for Imbalanced Classification of Manufacturing Quality Conditions", 26th International Conference on Flexible Automation and Intelligent Manufacturing (FAIM 2016), Jun 27-30, 2016.
  43. Kyuhyup Oh, Kwanho Kim, Aekyung Kim, YeongKyu Lee, and Jae-Yoon Jung, "Spatial Movement Pattern Analysis in Public Transportation Networks in Seoul", 19th AGILE International Conference on Geographic Information Science (AGILE 2016), Jun 14-17, 2016.
  44. Hoonseok Park, Kyuhyup Oh, Aekyung Kim, and Jae-Yoon Jung, "Association Rule Discovery from Manufacturing Time-series Sensor Data", Business, Economics, Social Science & Humanities (BESSH 2016), May 28-29, 2016.
  45. Aekyung Kim, Kyuhyup Oh, Hoonseok Park, and Jae-Yoon Jung, "Comparison of Regression Algorithms for Quality Prediction in Manufacturing Process", Business, Economics, Social Science & Humanities (BESSH 2016), May 28-29, 2016.
  46. Kyuhyup Oh, Kwanho Kim, Yeong Kyu Lee, and Jae-Yoon Jung, "Spatial Movement Pattern Analysis in Public Transportation Networks Using Dynamic Programming", Business, Economics, Social Science & Humanities (BESSH 2016), May 28-29, 2016.
  47. Jae-Yoon Jung and Kyuhyup Oh, "Zone Discovery from Smart Card Transaction Data in Transportation Networks", In Proc. of the 2nd International Conference on Data Mining, Electronics and Information Technology (DMEIT 2016), Jan 2016.
  48. Berny Carrera, Jinsung Lee, and Jae-Yoon Jung, "Discovering Information Diffusion Processes Based on Hidden Markov Models for Social Network Services", In Proc. of the 3rd Asia Pacific Conference on Business Process Management (AP-BPM 2015), Jun 2015.
  49. Josue Obregon and Berny Carrera, "Decision Points Analysis in Business Process Using Process Mining", Process Mining Case Competition of AP-BPM 2015, Jun 2015. (Grand Award)
  50. Seohyun Choi, "Information Diffusion Process Analytics based on Bayesian Networks in Social Network Analysis", Process Mining Case Competition of AP-BPM 2015, Jun 2015. (Second-Prize Award)
  51. Seohyun Choi, Aekyung Kim, Dongmin Shin, and Jae-Yoon Jung, "Discovery of Information Diffusion Process Based on Bayesian Belief Networks in Social Network Services", Poster in INFORMS Business Analytics & Operations Research (Analytics 2015), Apr 2015.
  52. Kyuhyup Oh, Hyunkoo Moon, YeongKyu Lee, Sang-Kuk Kim, and Jae-Yoon Jung, "Developing a Public Transit Convenience Index Based on Smart Card Big Data", Poster in INFORMS Business Analytics & Operations Research (Analytics 2015), Apr 2015.
  53. Jinsung Lee, Gwangjin Heo, Sang-Kuk Kim, Jae-Yoon Jung, and Bohyun Kim, "A Framework for Operational Analytics Based on Process Mining", Poster in INFORMS Business Analytics & Operations Research (Analytics 2015), Apr 2015.
  54. Berny Carrera and Jae-Yoon Jung, "Constructing Probabilistic Process Models based on Hidden Markov Models for Resource Allocation", In Proc. of the 2nd Int. Workshop on Decision Mining & Modeling for Business Processes (DeMiMoP'14) in conjunction with BPM 2014, Sep 2014.
  55. Byeong Sam Kim, Ji-Young Kim, Jong-Hoon Kim, Ki-Hyun Kwon, Hwan-Soo Cha, Junemo Koo, and Jae-Yoon Jung, "Smart quality monitoring during distribution of fresh food materials using RFID/WSN technology", In Proc. of the 7th Asian Conference on Refrigeration and Air Conditioning, May 18-21, 2014.
  56. Josue Obregon, Aekyung Kim, and Jae-Yoon Jung, "DTMiner: A Tool for Decision Making Based on Historical Process Data", In Proc. of the 1st Asia Pacific Conference on Business Process Management (AP-BPM 2013), Aug 2013. (Best Paper Award)
  57. Aekyung Kim, Josue Obregon, and Jae-Yoon Jung, "Constructing Decision Trees from Process Logs for Performer Recommendation", In Proc. of the 1st Int. Workshop on Decision Mining & Modeling for Business Processes (DeMiMoP'13) in conjunction with BPM 2013, Aug 2013.
  58. Kwanho Kim, JinSung Lee, Jae-Yoon Jung, "Context-Aware Service Coordination Based on Event Statements", In Proc. of International Conference on Computer Science and Information Technology (ICCSIT 2012), Dec 2012.
  59. Kyuhyup Oh, JinSung Lee, Sang-Kuk Kim, Jae-Yoon Jung, and Bohyun Kim, "Service Prototyping for Service Testing in Virtual Reality", In Proc. of International Conference on Computer Science and Information Technology (ICCSIT 2012), Dec 2012.
  60. Jae-Yoon Jung and Pablo Rosales Tejada, "Context-Aware Complex Event Processing for Ubiquitous Business Process Management", In Proc. of International Conference on Computer and Applications (CCA 2012), Mar 2012.
  61. Yonghun Lee, Jae-Yoon Jung, and Doug Young Suh, "Resource Management for Scalable Video Using Adaptive Bargaining Solution", In Proc. of International Conference on Multimedia, Computer Graphics and Broadcasting (MulGraB 2011), Dec 2011.
  62. Aekyung Kim, Kyuri Kim, Jae-Yoon Jung, Dongmin Shin, and Bohyun Kim, "Business Process Warehouse for Manufacturing Collaboration", In Proc. of International Conference on Computers and Industrial Engineering (CIE 2011), Oct 2011.
  63. JinSung Lee, Hyunjin Kim, Sang-Kuk Kim, Bohyun Kim, and Jae-Yoon Jung, "Service Modeling for Service Testing Laboratory", In Proc. of International Conference on Computers and Industrial Engineering (CIE 2011), Oct 2011.
  64. Jae-Yoon Jung, Pablo Rosales, Kyuhyup Oh, and Kyuri Kim, "edUFlow: An Event-driven Ubiquitous Flow Management System", In Proc. of the 5th International Workshop on Event-Driven Business Process Management (edBPM2011) in conjunction with BPM 2011, Aug 2011.
  65. Pablo Rosales, and Jae-Yoon Jung, "Semantic Annotation on Event Pattern Languages for Complex Event Processing in Ubiquitous Logistics", In Proc. of the International Conference on Computer and Communication Devices (ICCCD 2011) , Apr 2011.
  66. Kyuri Kim, Kyuhyup Oh, Pablo Rosales, Jae-Yoon Jung, "A Ubiquitous Process Coordination System for RFID/USN Events", In Proc. of the 2nd International Conference on Industrial Engineering and Operations Management (IEOM2011), Jan 2011.
  67. Kyuhyup Oh and Jae-Yoon Jung, "A Framework of Process Mining for RFID Event Analysis", In Proc. of the 2nd International Conference on Industrial Engineering and Operations Management (IEOM2011), Jan 2011.
  68. Aekyung Kim and Jae-Yoon Jung, "Process Change Pattern Analysis in Collaborative Processes", In Proc. of the 2nd International Conference on Industrial Engineering and Operations Management (IEOM2011), Jan 2011.
  69. JinSung Lee, Ji Whan Jung, Sang-Kuk Kim, Jae-Yoon Jung, "Developing Collaborative Key Performance Indicators for Manufacturing Collaboration", In Proc. of the 2nd International Conference on Industrial Engineering and Operations Management (IEOM2011), Jan 2011.
  70. Pablo Rosales, Kyuhyup Oh, Kyuri Kim, and Jae-Yoon Jung, "Leveraging Business Process Management through Complex Event Processing for RFID and Sensor Networks", In Proc. of the 40th International Conference on Computers & Industrial Engineering (C&IE 2010), July 2010.
  71. KwangSup Shin, Jae-Yoon Jung, YongWoo Shin, and Suk-Ho Kang, "Development of Ontology Map for Knowledge Management System", In Proc. of the 9th International Conference on e-Learning, e-Business, Enterprise Information Systems, and e-Government (EEE 2010), July 2010.
  72. KwangSup Shin, Suk-Ho Kang, Jae-Yoon Jung, and Doug Young Suh, "Dynamic Service Discrimination Strategy Development Using Game Theory", In Proc. of the 2nd International Conference on Agents and Artificial Intelligence (ICAART 2010), Jan. 2010.
  73. Jae-Yoon Jung, "Generating Rule-based Executable Process Models for Service Outsourcing", In Proc. of the 6th IEEE International Conference on Information Technology: New Generations (ITNG2009), Apr. 2009.
  74. Jae-Yoon Jung, Jae-Hyun Kong, and Jinwoo Park, "Enterprise Service Integration Architecture for Ubiquitous Business Process Management", In Proc. of the 2nd IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2008), Dec. 2008.
  75. Jae-Yoon Jung, Joonsoo Bae, and Ling Liu, "Hierarchical Business Process Clustering", In Proc. of the 5th IEEE International Conference of Service Computing (SCC 2008), July 2008.
  76. Jae-Yoon Jung, "Measuring Entropy in Business Process Models", In Proc. of the 3rd International Conference of Innovative Computing Information and Control (ICICIC 2008), June 2008.
  77. Jae-Yoon Jung, Yoo-Suk Hong, Tae-Wan Kim, and Jinwoo Park, "Human-Centered Event Description for Ubiquitous Service Computing", In Proc. of the 1st IEEE International Conference on Multimedia and Ubiquitous Engineering (MUE 2007), 1153-1157, Apr 2007.
  78. Jae-Yoon Jung, Seung-Kyun Han, Jonghun Park, and Kangchan Lee, "WS-ECA: An ECA Rule Description Language for Ubiquitous Services Computing," In Proc. of the Workshop on Empowering the Mobile Web (MobEA IV) in conjunction with WWW 2006, May 2006.
  79. Je-Yeon Oh, Jae-Yoon Jung, Seung Kim, Nam Wook Cho, Hoontae Kim, and Suk-Ho Kang, "Integrated Process Modeling in Dynamic Collaboration Environments," In Proc. of the 18th International Conference on Production Research (ICPR 2005), Jul 2005.
  80. Jae-Yoon Jung, Hoontae Kim, and Suk-Ho Kang, "Standards-based Approaches to B2B Workflow Integration," In Proc. of the 33rd International Conference on Computers & Industrial Engineering (C&IE 2004), Mar 2004.
  81. Minsoo Kim, Jae-Yoon Jung, Hoontae Kim, and Suk-Ho Kang, "An e-Business Value-Network Model for Korean Industries' e-Transformation," In Proc. of the 4th Asia-Pacific Conference on Industrial Engineering and Management Science (APIEMS 2002), Dec 2002.

Domestic Journal (Korean) #

  1. 안세희, 정재윤, "Temporal Fusion Transformer를 이용한 대형마트 판매량의 다단계 시계열 수요예측", 한국전자거래학회지, Vol. 28, No. 3, Aug. 2023, pp.
  2. 한영석, 정재윤, "C-ITS를 위한 CCTV 영상의 실시간 동적 객체 탐지 가속화", 한국전자거래학회지, Vol. 27, No. 3, Aug. 2022, pp. 87-94.
  3. 정재윤, "Special Editorial 1 - 융합형 인재양성을 위한 산업공학 대학원 프로그램", ie 매거진, Vol. 29, No. 2, Jun. 2022, pp. 12-13.
  4. 정재윤, 엄주명, "스마트공장 운영설계 전문인력 양성사업: 경희대학교", ie 매거진, Vol. 29, No. 2, Jun. 2022, pp. 14-17.
  5. 정재윤, 박훈석, 박동현, 이상원, 김상연, 남창수, 추상현, "인간-컴퓨터 인터페이스(BCI)와 인공지능: 딥러닝 및 설명가능AI", ie 매거진, Vol. 28, No. 4, Dec. 2021, pp. 30-38.
  6. 정재윤, 박훈석, 신천세, "3D 스캔을 활용한 제조공정 디지털 검사 및 가상 조립 기술", ie 매거진, Vol. 28, No. 1, Mar. 2021, pp. 17-22.
  7. 안정언, 정재윤, "머신러닝을 이용한 반도체 웨이퍼 평탄화 공정품질 예측 및 해석 모형 개발", 한국빅데이터학회지, Vol. 4, No. 2, Dec 2019, pp. 61-71.
  8. 송예원, 이홍성, 박훈석, 김영진, 정재윤, "진동 데이터 기반 설비고장예지를 위한 신호처리기법", 한국전자거래학회지, Vol. 23, No. 2, May 2018, pp. 111-121.
  9. 김슬기, 정재윤, "프로세스 마이닝을 이용한 웹 사이트의 이용 패턴 분석 및 그룹 간 비교 분석", 한국빅데이터학회지, Vol. 2, No. 2, Dec. 2017, pp. 105-112.
  10. 윤지현, 정재윤, "지속적 프로세스 개선을 위한 6시그마와 BPM 통합 모형", 한국빅데이터학회지, Vol. 2, No. 1, Feb. 2017, pp. 5-15.
  11. 김동수, 김관호, 최동욱, 정재윤, "국내 O2O 서비스 이슈 진단 및 산업활성화 정책 방향 제안", 한국전자거래학회지, Vol. 137, No. 150, Nov. 2016, pp. 137-150.
  12. 오규협, 박광일, 김희찬, 김우주, 이수홍, 지용구, 정재윤, "인지·감성적 제품설계 지원을 위한 사용자 특성정보 메타데이터 구축", 한국전자거래학회지, Vol. 137, No. 150, Nov. 2016, pp. 69-80.
  13. 문현구, 오규협, 김상국, 정재윤, "스마트카드 빅데이터를 이용한 서울시 지역별 대중교통 이동 편의성 분석", 대한산업공학회지, Vol. 42, No. 4, pp. 296-303. (석사논문경진대회 최우수논문상)
  14. Gwangjin Heo, Jinsung Lee, and Jae-Yoon Jung, "Process Bottleneck Identification from Event Log based on Process Capacity Theory", 정보화연구, Vol. 12, No. 4, Dec 2015, pp. 613-618. (학술대회 우수논문상)
  15. 오규협, 김관호, 이영규, 정재윤, "스마트카드 데이터를 이용한 대중교통 공간이동패턴 분석", 정보기술아키텍처연구, Vol. 12, No. 1, March 2015, pp. 129-134.
  16. 안윤하, 오규협, 김상국, 정재윤, "프로세스 마이닝을 이용한 웹 로그 분석 프레임워크", 정보기술아키텍처연구, Vol. 11, No. 1, March 2014, pp. 25-32.
  17. 김관호, 오규협, 이영규, 정재윤, "스마트카드 빅데이터를 이용한 서울시 지하철 이동패턴 분석", 한국전자거래학회지, Vol. 18, No. 3, Aug 2013, pp. 211-222.(학술대회 우수논문상)
  18. 김관호, 정재윤, "융합산업 원천에 기반한 산업융합 유형 및 시장 성공요인 분석", 대한산업공학회지, Vol. 39, No. 3, Jun 2013, pp. 204-211.(산업융합논문공모전 우수논문상)
  19. 이효재, 김의웅, 김훈, 김병삼, 한재웅, 한충수, 정재윤, "미곡종합처리장을 위한 유비쿼터스 벼 반입관리 시스템 개발", 한국전자거래학회지, Vol. 18, No. 2, May 2013, pp. 175-189.
  20. Kwanho Kim, Beom-Suk Chung, Yong-seok Yang, Jae-Yoon Jung, and Jonghun Park, "A Cost-Conscious Method for Large-Scale Shopping Itemset Construction in Online Shopping Services", Telecommunications Review, Vol. 22, No. 2, April 2012, pp. 323-335.
  21. 김규리, 김애경, 김상국, 정재윤, "제조협업 성과분석을 위한 협업 프로세스 웨어하우스 개발", IE Interfaces, Vol. 25, No. 1, March 2012, pp. 79-86.
  22. 김애경, 정재윤, "협업 프로세스의 독립적 변경 보장 규칙 개발", IE Interfaces, Vol. 25, No. 1, March 2012, pp. 71-78.
  23. 오규협, 안윤하, 구준모, 김지영, 김병삼, 정재윤, "유비쿼터스 식품 유통 관리를 위한 콜드체인 식품 품질 모니터링 시스템", 정보기술아키텍처연구, Vol. 8, No. 4, Dec 2011, pp. 381-386.
  24. 이진성, 오규협, 박치형, 김상국, 정재윤, 김보현, "서비스 가상 실험을 위한 서비스 프로토타입 기술 언어 개발", 한국경영과학회지, Vol. 36, No. 4, Dec 2011, pp.91-107.
  25. 김규리, 오규협, Pablo Rosales, 김상국, 정재윤, "RFID/USN 기반 유비쿼터스 프로세스 통합 아키텍처", 정보기술아키텍처연구, Vol. 7, No. 2, Oct 2010, pp.171-178.
  26. 정지환, 정재윤, 신동민, 김상국, "SCOR 모형에 기반한 새로운 제조협업의 협력적 성과지표 개발 및 측정", 한국전자거래학회지, Vol. 15, No. 1, Feb 2010, pp.157-172.
  27. 김광재, 홍유석, 신동민, 조남욱, 정재윤, 이연희, 박하영, 홍정완, 강완모, 신하용, "서비스 혁신 연구: 프레임워크와 연구이슈", 대한산업공학회지, Vol. 35, No. 4, Dec 2009, pp.226-247.(과학기술우수논문상)
  28. 배준수, 정재윤, "정보전략계획 단계에서의 정보시스템 규모 예측：기능점수모형을 중심으로", 한국전자거래학회지, Vol. 14, No. 3, Aug 2009, pp. 151-166.
  29. 서덕영, 정재윤, 이용헌, "모바일 비디오 서비스에서의 게임이론", 정보와 통신, Vol. 26, No. 7, Jun 2009, pp. 30~39.
  30. 신광섭, 정재윤, 서덕영, 강석호, "게임이론을 이용한 멀티미디어 서비스의 차별적 자원 할당 알고리즘", 한국경영과학회지, Vol. 34, No. 1, Mar 2009, pp. 39-59.(학술대회 최우수논문상)
  31. 정재윤, 박종헌, "능동형 규칙 기반 유비쿼터스 프로세스 설계의 워크플로우 패턴 분석", 한국전자거래학회지, Vol. 14, No. 1, Feb 2009, pp. 35-56.
  32. 송민석, C.W. Gunther, W.M.P. van der Aalst, 정재윤, "자취 군집화를 통한 프로세스 마이닝의 성능 개선", 대한산업공학회지, Vol. 34, No. 4, Dec 2008, pp. 460-469.
  33. 정재윤, "프로세스 로그 클러스터링 시스템", 한국전자거래학회지, Vol. 13, No. 2, May 2008, pp. 181-194.
  34. Sungho Son, Jae-Yoon Jung, Nam Wook Cho, and Suk-Ho Kang, "Business Activity Monitoring Using Process-based Event Analysis", Journal of Society for e-Business Studies, Vol. 12, No. 2, May 2007, pp. 219-231.
  35. Jae-Yoon Jung, Joonsoo Bae, and Suk-Ho Kang, "Workflow Clustering Methodology Using Structural Similarity Metrics", Journal of the Korean Institute of Industrial Engineers, Vol. 33, No. 1, Mar 2007, pp. 98-108.
  36. Jae-Yoon Jung and Jonghun Park, "Ubiquitous Process Management: Event-Based Deployment of Service Processes", Telecommunications Review, Vol. 16, No. 4, Aug 2006, pp. 603-614.
  37. Wookey Lee, Joonsoo Bae, and Jae-Yoon Jung, "Workflow Pattern Extraction based on ACTA Formalism", Journal of the Korea Information Science Society- Databases, Vol. 32, No. 6, Dec 2005, pp. 603-615.
  38. Joonsoo Bae, Bak-Chul Kwon, Jae-Yoon Jung, and Suk-Ho Kang, "Workflow Collaboration Design Using Similarity Measures among Process Definitions", Review of the Korean Society for Internet Information, Vol. 6, No. 1, Mar 2005, pp. 52-61.
  39. Jae-Yoon Jung, Hoontae Kim, Dongsoo Kim, and Suk-Ho Kang, "A Study on B2B Workflow Integration Technology", Journal of Society for e-Business Studies, Vol. 9, No. 1, Mar 2004, pp. 39-59.
  40. Hoontae Kim, Jae-Yoon Jung, and Suk-Ho Kang, "Extensible Collaborative Process Composition Using Workflow Inheritance", IE Interfaces, Dec 2003, Vol. 16, pp. 49-54.
  41. Suk-Ho Kang, Hyung-Jun Kim, and Jae-Yoon Jung, "A Study on B2B Collaboration Processes Based on the ebXML Standard", Journal of Information and Operations Management, Vol. 12, No. 1, Aug 2002, pp. 1-9.
  42. Suk-Ho Kang, Jae-Yoon Jung, and Yeongho Kim, "Object-Oriented Workflow Management", Journal of Information and Operations Management, Vol. 11, No. 2, Dec 2001, pp. 1-13.

Domestic Conference (Korean) #

  1. 한영석, 정재윤, "동적 유연 잡샵 스케줄링에서 순위 학습과 유전자 프로그래밍을 활용한 자동화된 디스패칭 규칙 설계", 2024년 대한산업공학회 추계학술대회, 2024.10.24-10.25. (Ack: AIC)
  2. 강명구, 정솔, 김민식, 정재윤, "시계열 DB를 이용한 풍력발전 예측 머신러닝 시스템 개발", 한국전자거래학회 추계학술대회, 2024.10.11-10.12. (Ack: SDG)
  3. 신민종, 한영석, 정재윤, "자산관리쉘 표준을 이용한 자율이동로봇 모니터링", 한국전자거래학회 추계학술대회, 2024.10.11-10.12. (Ack: Q-AI, AIC)
  4. 김민식, 최서현, 정재윤, "LLM을 이용한 고장진단의 설명가능 AI 기술 개발", 한국전자거래학회 추계학술대회, 2024.10.11-10.12. (Ack: Q-AI, AIC)
  5. 장동혁, 최서현, 정재윤, "회전기기 고장진단을 위한 오픈셋 인식 설명가능 AI 기술 개발", 한국CDE학회 동계학술대회, 2024.1.29-2.1.
  6. 박훈석, 박동현, 김상연, 추상현, 남창수, 이상원, 정재윤, "EEG 기반 뇌-컴퓨터 인터페이스를 위한 합성곱 신경망의 설명가능한 AI 개발", 한국전자거래학회 하계학술대회, 2023.7.7-8.
  7. 이진성, 윤성준, 김훈태, 정재윤, "제조 가치사슬을 위한 디지털 트윈 프레임워크", 한국전자거래학회 하계학술대회, 2023.7.7-8.
  8. 김도현, 박동현, 정재윤, 정박 환경을 반영한 선박 운항성능 예측 모형 개발, 한국스마트미디어학회 2023년도 종합학술대회, 2023.4.27-29. (학술대회 우수논문상)
  9. 박재훈, 조은지, 최서현, 정재윤, "트랜스포머 기반 한국어-한국수어 3D 포즈 시퀀스 변환", 한국CDE학회 동계학술대회, 2023.2.8-10. (학술대회 우수논문상)
  10. 조한익, 박동현, 정재윤, "다양한 운영 환경에서 마할라노비스 거리 기반 설비 이상 진단", 한국CDE학회 동계학술대회, 2023.2.8-10.
  11. 장동혁, 최서현, 정재윤, "PCA 기반 실시간 설비 상태 시각화 및 진단 시스템", 한국CDE학회 동계학술대회, 2023.2.8-10.
  12. 김도현, 박동현, 정재윤, "선박운항 성능예측을 위한 환경변수 영향 분석", 한국CDE학회 동계학술대회, 2023.2.8-10.
  13. 김민식, 한영석, 정재윤, "트랜스포머를 활용한 제주도 풍력 발전량 예측 모형", 한국CDE학회 동계학술대회, 2023.2.8-10.
  14. 조한익, 박동현, 정재윤, "마할라노비스 거리를 이용한 설비 고장 진단", 대한산업공학회 추계학술대회, 2022.11.04.
  15. 장동혁, 최서현, 정재윤, "진동센서를 이용한 PCA 기반 설비 감시 시스템", 대한산업공학회 추계학술대회, 2022.11.04.
  16. 박동현, 신승호, 정재윤, "머신러닝을 이용한 실환경 선박운항 성능저하 예측 및 경년효과 분석", 한국마린엔지니어링학회 후기학술대회, 2022.10.20-22.
  17. 조은지, 박재훈, 최서현, 정재윤, "딥러닝을 이용한 포즈 기반 수어 생성 연구", 한국전자거래학회 춘계학술대회, 2022.6.30-7.1.
  18. 박동현, 정재윤, 박범진, "실해역 운항 데이터 기반의 선박운항 성능저하 예측모델 개발", 한국CDE학회 동계학술대회, 2022.2.9-12. (학술대회 우수포스터논문상)
  19. 주영하, 박훈석, 정재윤, "합성곱 신경망을 이용한 반도체 Fab 반송 흐름 예측", 한국인터넷정보학회 추계학술대회, 2021.10.22-24. (학술대회 우수논문상)
  20. 김지민, 박훈석, Josue Obregon, 정재윤, "Transformer를 활용한 기상정보 기반의 익일 태양광 발전량 예측", 한국인터넷정보학회 추계학술대회, 2021.10.22-24.
  21. 한유리, 박동현, 정재윤, "회귀모형을 위한 모집단 기반 배치모드 능동학습", 한국인터넷정보학회 추계학술대회, 2021.10.22-24.
  22. 한영석, 박동현, 정재윤, "풍력발전 예측모형의 머신러닝 해석가능성 연구", 한국전자거래학회 춘계학술대회, 2021.7.1. (학술대회 우수논문상)
  23. 안준모, 정재윤, "설명가능한 딥러닝을 이용한 회전기기 이상진단 다중분류 기법 개발", 한국전자거래학회 추계학술대회, 2020.11.20. (학술대회 최우수논문상)
  24. 박동현, 정재윤, "딥러닝 기반 선박운항 성능저하 예측모델 개발", 한국전자거래학회 추계학술대회, 2020.11.20.
  25. 박동현, 정재윤, "딥러닝을 이용한 실시간 밀링머신 고장 진단", 제2회 스마트공장우수논문경진대회, 2019.12. (전자부품연구원장상)
  26. 한영석, 박명주, 정재윤, 최동민, "딥러닝을 이용한 반도체 공정 스케줄링의 작업할당규칙 학습 기법", 제2회 스마트공장우수논문경진대회, 2019.12. (한국스마트제조협회장상)
  27. 박훈석, 박동현, 백민우, 엄주명, 정재윤, 신천세, 정남용, "3D 스캔 기반 차량 제조공정 디지털 검사 및 가상 조립 기술 개발", 제8회 산업융합 활성화방안 논문공모전, 2019.12. (한국생산기술연구원장상(최우수상) 수상)
  28. Josue Obregon, Donghyun Park, Jihoon Hong, Jae-Yoon Jung, "Interpretable machine learning for fault detection in manufacturing data", 대한산업공학회 추계학술대회, 2019.11.8.
  29. 최희선, 김진균, 최진환, 안준모, 정재윤, 최주환, "일반적인 목적의 실시간 시뮬레이션을 위한 deep neural network 기반의 다물체 메타 모델링", 대한기계학회 추계학술대회, 2019.11.13.
  30. 백민우, 심민규, 정재윤, "머신러닝을 이용한 기상 예보 데이터 기반 풍력 발전량 예측", 한국전자거래학회 추계학술대회, 2019.11.01.(학술대회 우수논문상)
  31. 한영석, 최동민, 박명주, 정재윤, "딥러닝을 이용한 스케줄링 작업할당 규칙 학습 기법", 한국전자거래학회 추계학술대회, 2019.11.01.
  32. 안정언, 정재윤, "머신러닝을 이용한 반도체 웨이퍼 평탄화 공정품질 예측 모형 개발", 한국전자거래학회 추계학술대회, 2019.11.01.
  33. 강석호, 정재윤, 김관호, 오규협, "의료영상 기반 인공지능 검증을 위한 프로세스 및 지표 개발", 한국전자거래학회 추계학술대회, 2019.11.01.
  34. 심민규, 백민우, 정재윤, "스마트 그리드(스마트 에너지)의 스마트 시티에의 통합에 대한 문헌 연구", 한국전자거래학회 추계학술대회, 2019.11.01.
  35. 안준모, 박동현, 김슬기, 정재윤, "진동 데이터 기반 이상탐지를 위한 단일분류 기법 연구", 한국빅데이터학회 추계학술대회, 2019.10.26.
  36. 백민우, Berny Carrera, 심민규, 정재윤, "머신러닝을 이용한 신재생에너지 발전량 예측", Intelligent Digital Power Plant Conference 2019, 2019.09.06.
  37. 박동현, 김슬기, 정재윤, "단일 클래스 분류 기법을 이용한 진동 데이터 기반 시스템 고장 감지 분석", Intelligent Digital Power Plant Conference 2019, 2019.09.06.
  38. 박동현, 정재윤, "YOLOv3 알고리즘을 활용한 밀링머신 툴 상태 진단", 대한인간공학회 춘계학술대회, 2019.05.16.
  39. 정재윤, 김장호, 신정우, 반상우, "스마트팩토리 인력양성 융복합교육 소개", 대한인간공학회 춘계학술대회, 2019.05.16.
  40. 김슬기, 정재윤, "MTS 기반의 단일 클래스 분류기법을 이용한 진동 데이터 기반 시스템 고장 감지 분석", 대한산업공학회 추계학술대회, 2018.11.09.(석사논문경진대회 우수논문상)
  41. 정영윤, 박훈석, 김상철, 정재윤, "교통사고 데이터에 기반한 중증사고의 주요 요인 간 영향도 분석", 2018 한국전자거래학회/한국스마트미디어학회 춘계공동학술대회, 2018.4.28. (학술대회 우수논문상)
  42. 박동현, 김슬기, 안예린, 정재윤, "딥러닝 기반 산업용 로봇 고장예지 알고리즘 개발", 대한산업공학회/한국경영과학회 춘계공동학술대회, 2018.04.06.
  43. 박훈석, 오규협, 김애경, Berny Alfonso, Josue Obregon, 정재윤, 전찬모, 이주현, 김보현, "스마트 공장 고도화를 위한 제조 빅데이터 분석 라이브러리 개발", 대한산업공학회/한국경영과학회 춘계공동학술대회, 2018.04.06.
  44. 김슬기, 정재윤, "프로세스 마이닝을 이용한 제조 공정 프로세스 비교 분석", 대한산업공학회 추계학술대회, 2017.11.4.
  45. 안예린, 정재윤, "Anomaly detection을 이용한 프로세스 비교 분석", 대한산업공학회 추계학술대회, 2017.11.4.
  46. 박훈석, 오규협, 김영진, 정재윤, "실시간 시계열 데이터 기반 예지보전을 위한 제조 설비 진단 기법: RSA와 Parzen Windows의 적용", 한국빅데이터학회 추계학술대회, 2016.11.25.(학술대회 최우수논문상)
  47. 오규협, 박광일, 김희찬, 김우주, 이수홍, 지용구, 정재윤, "인지·감성적 제품설계 지원을 위한 사용자 특성정보 메타데이터 설계", 한국빅데이터학회 추계학술대회, 2016.11.25.
  48. 정영윤, 박훈석, 김애경, 이강현, 김상철, 정재윤, "데이터마이닝을 이용한 교통사고 중증사고 패턴 분석", 한국자동차안전학회 추계학술대회, 2016.11.04
  49. 김애경, 오규협, 박훈석, 정재윤, "스마트공장을 위한 제조품질분석 라이브러리 개발", 한국자동차안전학회 추계학술대회, 2016.11.04
  50. 송예원, 이홍성, 정재윤, 김영진, "제조설비 이상감지를 위한 상태 모니터링 기법", 한국자동차안전학회 추계학술대회, 2016.11.04.
  51. 정재윤, 오규협, 김애경, 박훈석, "스마트공장을 위한 제조품질 데이터마이닝 라이브러리 개발", 2016 한국전자거래학회/한국스마트미디어학회 추계공동학술대회, 2016.10.28.
  52. 장태우, 신동민, 정재윤, 배재현, 이정철, "스마트제조산업 경쟁력 분석 및 발전 방안", 2016 한국전자거래학회/한국스마트미디어학회 추계공동학술대회, 2016.10.28.
  53. Josue Obregon, Aekyung Kim, Jae-Yoon Jung, Jan Vanthienen, "Decision Mining in Business Processes: A Brief Survey", 한국시뮬레이션학회 춘계통합학술대회, 2016.4.14.
  54. Josue Obregon, Berny Carrera, Jae-Yoon Jung, "Decision Points Analysis in Business Process Using Process Mining", 대한산업공학회 춘계통합학술대회, 2016.4.14.
  55. 정재윤, 김애경, 오규협, 이진성, 최서현, 허광진, 이주연, 김동일, 전찬모, 김보현, "스마트공장을 위한 제조품질분석 데이터마이닝 라이브러리 개발", 한국CAD/CAM학회 동계학술학회, 2016.1.27-29.
  56. 허광진, 이진성, 정재윤,"A Process Mining Technique for Bottleneck Identification Based on Process Capacity Theory", 한국EA학회 학술학회, 2015.11.13.
  57. 문현구, 정재윤, "스마트카드 빅데이터를 이용한 서울시 대중교통 편의성 분석", 대한산업공학회 추계학술대회, 2015.11.7.(석사논문경진대회 최우수논문상)
  58. 최서현, 정재윤, "Bayesian Network-Based Process Mining Technique for Extracting Probabilistic Task Execution Rules in Ad-hoc Workflow", 대한산업공학회 추계학술대회, 2015.11.7.
  59. 오규협, 김관호, 이영규, 정재윤,"스마트카드 데이터를 이용한 대중교통 공간이동패턴 분석", 2014 KIEA International Conference on Enterprise Architecture for e-Government, 2014.11.28.
  60. Josue Obregon, Jae-Yoon Jung, "Discovering Users-Centric Hierarchical Process Models in Social Networking Services", 대한산업공학회 추계학술대회, 2014.11.22.(석사논문경진대회 최우수논문상)
  61. 이진성, 김상국, 정재윤, "프로세스 마이닝을 이용한고장수리 서비스 프로세스 분석", 대한산업공학회 추계학술대회, 2014.11.22.
  62. 문현구, 오규협, 이영규, 오동규, 김상국, 정재윤,"스마트카드 빅데이터를 이용한 서울시 대중교통 편의성 지표 개발", 대한산업공학회 추계학술대회, 2014.11.22.
  63. 안윤하, 오규협, 김상국, 정재윤,"프로세스 마이닝을 이용한 웹 서버 로그 데이터 분석", 한국EA학회 학술학회, 2013.12.5.
  64. 마황현, 정재윤, "프로세스 마이닝을 이용한 위치 이력의 라이프 패턴 분석", 대한산업공학회 추계학술대회, 2013.11.15.(석사논문경진대회 우수논문상)
  65. 김관호, 오규협, 이영규, 정재윤, "스마트카드 전자거래 빅데이터를 이용한 서울시 지하철 이동패턴 분석", 한국전자거래학회 춘계학술대회, 2013.5.30.
  66. 김규리, 김애경, 김보현, 정재윤, "제조협업을 위한 OLAP 기반의 비즈니스 프로세스 인텔리전스 시스템 설계", 한국전자거래학회 춘계학술대회, 2013.5.30.
  67. 김애경, 김규리, 정재윤, 김보현, "비즈니스 인텔리전스를 위한 제조협업 데이터 웨어하우스 설계 및 구축", 대한산업공학회/한국경영과학회 춘계공동학술대회, 2013.5.24-25.
  68. 안윤하, 이진성, 김지영, 김종훈, 김병삼, 김상국, 정재윤, "유비쿼터스 식품 물류의 도입 효과 및 경제성 분석", 한국통신학회 동계종합학술발표회, 2013.1.30-2.1.
  69. 최서현, 김애경, 정재윤, "프로세스 마이닝을 이용한 SNS에서의 정보 확산 패턴 분석", 한국통신학회 동계종합학술발표회, 2013.1.30-2.1.
  70. 정재윤, 박치형, 이진성, 김상국, 김보현, "서비스 실험을 위한 서비스 프로토타입 갭 모델 개발", 서비스사이언스학회 추계학술대회, 2012.12.7.
  71. 김관호, 정재윤 "융합산업 원천에 기반한 산업융합 유형 및 시장 성공요인 분석", 대한산업공학회 추계학술대회, 2012.11.2.
  72. 김애경, 정재윤 "A Process Mining Technique for Performer Recommendation Using Decision Tree", 대한산업공학회 추계학술대회, 2012.11.02.(석사논문경진대회 최우수논문상)
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  133. Joonsoo Bae and Jae-Yoon Jung, "Development of Process Similarity Distance Measures", In Proc. of the Korean Institute of Industrial Engineers Conference (KIIE 2006), 2006.11.
  134. Jinyoung Yoon, Jae-Yoon Jung, Hoontae Kim, and Suk-Ho Kang, "Dynamic Inter-Organizational Process Design Using Semantic Web Services", In Proc. of the Korean Institute of Industrial Engineers Conference (KIIE 2005), 2005.11.
  135. Je-Yeon Oh, Jae-Yoon Jung, Nam Wook Cho, Hoontae Kim, and Suk-Ho Kang, "Integrated Process Modeling in Dynamic B2B Environment", In Proc. of the Korean Operations Research and Management Science Society Conference (KORMS/KIIE 2005), 2005.5.
  136. Jae-Yoon Jung, Hongpil Choi, Joonsoo Bae, and Suk-Ho Kang, "Workflow Clustering Model Based on Structural Similarity", In Proc. of the Korean Institute of Industrial Engineers Conference (KIIE 2004), 2004.11.
  137. Joonsoo Bae, Jae-Yoon Jung, Je-Yeon Oh, and Suk-Ho Kang, "Software Maintenance Cost Model Based on Productivity", In Proc. of the Korean Institute of Industrial Engineers Conference (KIIE 2004), 2004.11.
  138. Wooje Kim, Je-Yeon Oh, Jae-Yoon Jung, and Joonsoo Bae, "A Framework of Software Cost Estimation", In Proc. of he Korean Society of System Integration Conference (KSSI 2004), 2004.10.
  139. Joonsoo Bae, Jae-Yoon Jung, Je-Yeon Oh, and Wooje Kim, "Software Maintenance Cost Model Based on the Size of Activities", In Proc. of he Korean Society of System Integration Conference (KSSI 2004), 2004.10.
  140. Hongpil Choi, Jae-Yoon Jung, Joonsoo Bae, and Suk-Ho Kang, "Product Design Using QFD and Axiomatic Design", In Proc. of the Korean Operations Research and Management Science Society Conference (KORMS/KIIE 2004), 2004.5.
  141. Kwangsup Shin, Jae-Yoon Jung, Wookey Lee, and Suk-Ho Kang, "Ontology Map Development for Knowledge Management", In Proc. of the Korean Operations Research and Management Science Society Conference (KORMS/KIIE 2004), 2004.5.
  142. Hoontae Kim, Jae-Yoon Jung, and Suk-Ho Kang, "Extensible Collaborative Process Composition Using Workflow Inheritance", In Proc. of the Korean Institute of Industrial Engineers Conference (KIIE 2003), 2003.9.
  143. Hoontae Kim, Taesoo Lim, Jae-Yoon Jung, and Suk-Ho Kang, "A Research on the Web Service Standards for Business Collaboration", In Proc. of the Korean CALS/EC Conference (Korean CALS/EC 2003) , 2003.9.
  144. Jae-Yoon Jung, Hoontae Kim, and Suk-Ho Kang, "Experimental Analysis of Clustering of Various Product Models", In Proc. of the Korean Operations Research and Management Science Society & the Korean Institute of Industrial Engineers Joint Conference (KORMS/KIIE 2003), 2003.5.
  145. Jae-Yoon Jung, Hyung-Jun Kim, Yeongho Kim, and Suk-Ho Kang, "Workflow Management Systems Supporting ebXML in B2B e-Commerce", In Proc. of the Korean Operations Research and Management Science Society Conference (KORMS 2001), 2001.10.
  146. Jae-Yoon Jung, Yeongho Kim, and Suk-Ho Kang, "Development of Workflow Management Systems Using Run-time Encapsulation", In Proc. of the Korean Operations Research and Management Science Society Conference (KORMS 2000), 2000.10.
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