Publications

Research publications and academic works.

KCI 20
SCOPUS 24
SCI 20
Intl. Conf. 3
Dom. Conf. 11
Arxiv 2
๐Ÿ“Š Total 80

2025

  1. Forecasting Hourly Container Throughput with EDI-Derived Factors and a Decomposition Pairwise Mixer
    Minseop Kim, Kikun Park, Hanbyeol Park, and 3 more authors
    Authorea Preprints, 2025
  2. IEEE Access
    Trend-fluctuation correlated attention unit for remaining useful life prediction
    Hanbyeol Park, Sunghyun Sim, Yunkyung Park, and 1 more author
    IEEE Access, 2025
    DOI HTML
  3. BPM
    Multi-task Trained Graph Neural Network for Business Process Anomaly Detection with a Limited Number of Labeled Anomalies
    Yongjae Lee, Dohee Kim, Donghwan Kim, and 1 more author
    In International Conference on Business Process Management, 2025
    HTML
  4. arXiv
    JustDense: Just using Dense instead of Sequence Mixer for Time Series analysis
    TaekHyun Park, Yongjae Lee, Daesan Park, and 2 more authors
    arXiv preprint, 2025
    arXiv
  5. J. Forecasting
    Long-term forecasting of maritime economics index using time-series decomposition and two-stage attention
    Dohee Kim, Eunju Lee, Imam Mustafa Kamal, and 1 more author
    Journal of Forecasting. JCR Q1, Top 16.17%!!! , 2025
    HTML PDF
    4 Google Scholar citations
  6. Appl. Intell.
    Angular triangle distance for ordinal metric learning
    Imam Mustafa Kamal, Hyerim Bae, and Ling Liu
    Applied Intelligence, 2025
    PDF
  7. Manufacturing Systems
    Comprehensive issue identification for manufacturing data analytics implementation: Systematic literature review and case studies
    Sa-Eun Park, Sangjae Lee, Hyerim Bae, and 5 more authors
    Journal of Manufacturing Systems. JCR Q1, Top 0.94%!!! , 2025
    DOI HTML
  8. Eng. Optim.
    Contrastive loss with dynamic margin for rubber-recipe physical-property prediction
    Hanbyeol Park, Kihun Kim, Kikun Park, and 3 more authors
    Engineering Optimization, 2025
    PDF
  9. ํ•ญ๋งŒ ํ˜ผ์žก ์ •๋ณด๋ฅผ ๋ฐ˜์˜ํ•œ 2-Stage ์„ ๋ฐ• ๋„์ฐฉ ์‹œ๊ฐ„ ์˜ˆ์ธก ๋ฐฉ๋ฒ•๋ก  ์—ฐ๊ตฌ
    Seonghan Kim, Mingi Han, Minseop Kim, and 1 more author
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ ์ถ˜๊ณ„๊ณต๋™ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2025
  10. LLM ๊ธฐ๋ฐ˜์˜ ์‹œ๊ณ„์—ด ์˜ˆ์ธก ๋ชจํ˜•์„ ํ™œ์šฉํ•œ ์ปจํ…Œ์ด๋„ˆ ๋ฌผ๋™๋Ÿ‰ ์˜ˆ์ธก ๋ฐฉ๋ฒ•๋ก  ์—ฐ๊ตฌ
    Minseop Kim, Jaeeon Kown, Taekhyun Park, and 2 more authors
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ ์ถ˜๊ณ„๊ณต๋™ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2025
  11. ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ
    ํ˜„์‹ค์  QC ์ž‘์—… ๊ณ„ํš ์ˆ˜๋ฆฝ์„ ์œ„ํ•œ TSP ๊ธฐ๋ฐ˜ ํ”„๋ ˆ์ž„์›Œํฌ
    Minhee Kim, Kikun Park, Kihun Kim, and 1 more author
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ ์ถ˜๊ณ„๊ณต๋™ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2025
  12. ํ•œ๊ตญ์ „์ž๊ฑฐ๋ž˜ํ•™ํšŒ์ง€
    ๋žœ๋ค ํฌ๋ ˆ์ŠคํŠธ์™€ ์ „์ž ๋ฐ์ดํ„ฐ ๊ตํ™˜ ์ •๋ณด๋ฅผ ํ™œ์šฉํ•œ ์ˆ˜์ž… ์ปจํ…Œ์ด๋„ˆ ์ฒด๋ฅ˜ ์‹œ๊ฐ„ ์˜ˆ์ธก ์—ฐ๊ตฌ
    Hanbyeol Park, Kikun Park, Jaehyeon Heo, and 3 more authors
    ํ•œ๊ตญ์ „์ž๊ฑฐ๋ž˜ํ•™ํšŒ์ง€, 2025

2024

  1. arXiv
    A Surrogate Model for Quay Crane Scheduling Problem
    Kikun Park and Hyerim Bae
    arXiv preprint arXiv:2411.03324, 2024
    arXiv
  2. MARTRA
    Identifying key factors influencing import container dwell time using eXplainable Artificial Intelligence
    Yongjae Lee, Kikun Park, Hyunjae Lee, and 3 more authors
    Maritime Transport Research, 2024
    DOI HTML
  3. CogMI
    Neural Bezier Interpolation with Manifold Learning for Reliable Vessel Trajectory Prediction
    Gawon Lee, Dohee Kim, Segil Park, and 3 more authors
    In 2024 IEEE 6th International Conference on Cognitive Machine Intelligence (CogMI), 2024
    PDF
  4. ICIC-B
    Predictive Process Monitoring for Remaining Time Prediction with Transfer Learning
    Alif Nur Iman, Imam Mustafa Kamal, Muhammad Hanif Ramadhan, and 3 more authors
    ้ฉๆ–ฐ็š„ใ‚ณใƒณใƒ”ใƒฅใƒผใƒ†ใ‚ฃใƒณใ‚ฐใƒปๆƒ…ๅ ฑใƒปๅˆถๅพกใซ้–ขใ™ใ‚‹้€Ÿๅ ฑ, 2024
  5. IEEE
    A predictive discrete event simulation for predicting operation times in container terminal
    Kikun Park, Minseop Kim, and Hyerim Bae
    IEEE Access, 2024
    PDF
  6. Eng.Inform.
    Semi-supervised binary classification with latent distance learning
    Imam Mustafa Kamal and Hyerim Bae
    Advanced Engineering Informatics. JCR Q1, Top 2.21%!!! , 2024
  7. ICIC-B
    A Robust Explainable Feature Selection Method Based on Order Statistics
    Dohee Kim, Sangjae Lee, Sunghyun Sim, and 1 more author
    ้ฉๆ–ฐ็š„ใ‚ณใƒณใƒ”ใƒฅใƒผใƒ†ใ‚ฃใƒณใ‚ฐใƒปๆƒ…ๅ ฑใƒปๅˆถๅพกใซ้–ขใ™ใ‚‹้€Ÿๅ ฑ, 2024
  8. ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ
    ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ์ง์ ‘ ๋ฐœํ™” ์Œ์„ฑ๊ณผ ๋”ฅ๋ณด์ด์Šค ํŒ๋ณ„ ์‹œ์Šคํ…œ ๊ตฌ์ถ•
    Kyunghoon Lee, Sujin Cho, Kikun Park, and 1 more author
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ ์ถ”๊ณ„ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2024
  9. ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐํ•™ํšŒ์ง€
    SCFI ์ง€์ˆ˜ ์˜ˆ์ธก ๋ชจํ˜•์˜ ์„ฑ๋Šฅ ํ–ฅ์ƒ์„ ์œ„ํ•œ ํ…์ŠคํŠธ ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ๋ฌธ์ž์—ด ๊ฐ€์ค‘์น˜ ์ถ”์ถœ ์—ฐ๊ตฌ
    Minseop Kim, Jaehyeon Heo, Dohee Kim, and 1 more author
    ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐํ•™ํšŒ์ง€, 2024
  10. ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ
    ์œ ์ „ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๊ธฐ๋ฐ˜์˜ ์ง€๋Šฅํ˜• ๋„คํŠธ์›Œํฌ ๊ตฌ์กฐ ํƒ์ƒ‰์„ ํ™œ์šฉํ•œ Automatic Identification System ๋ฐ์ดํ„ฐ ๋ณต์› ์—ฐ๊ตฌ
    Jaehyeon Heo, Kikun Park, Hanbyeol Park, and 3 more authors
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ ์ถ”๊ณ„ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2024
  11. ํ•œ๊ตญ์ „์ž๊ฑฐ๋ž˜ํ•™ํšŒ์ง€
    ํ•ด์–‘์‚ฌ๊ณ  ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ํ•ด์—ญ ๊ทธ๋ฆฌ๋“œํ™” ๋ฐ ์‹ฌ๊ฐ๋„ ์ง€ํ‘œ ๋„์ถœ ์—ฐ๊ตฌ
    Dohee Kim, Sangjae Lee, Suhyeon Cho, and 2 more authors
    The Journal of Society for e-Business Studies, 2024
    PDF
  12. ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ
    ์‹œ๊ณต๊ฐ„์ •๋ณด๋ฅผ ํ™œ์šฉํ•œ ์„ ๋ฐ• ์—ฐ๋ฃŒ ์†Œ๋ชจ๋Ÿ‰ ์˜ˆ์ธก ํ”„๋ ˆ์ž„์›Œํฌ
    Hyunha Lee, Jeongho Choo, Sangmin Jo, and 4 more authors
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ ์ถ”๊ณ„ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2024
  13. ํ•œ๊ตญ์ „์ž๊ฑฐ๋ž˜ํ•™ํšŒ์ง€
    ์ƒํƒœ๊ธฐ๋ฐ˜ ์ •๋น„๋ฅผ ์œ„ํ•œ ์ดˆ๊ธฐ ์„ฑ๋Šฅ์ €ํ•˜ ์‹œ์  (First Prediction Time, FPT) ์ถ”์ • ์—ฐ๊ตฌ
    Mingyu Park, Hanbyeol Park, Minseop Kim, and 3 more authors
    ํ•œ๊ตญ์ „์ž๊ฑฐ๋ž˜ํ•™ํšŒ์ง€, 2024

2023

  1. TPAMI
    Correlation recurrent units: A novel neural architecture for improving the predictive performance of time-series data
    Sunghyun Sim, Dohee Kim, and Hyerim Bae
    IEEE Transactions on Pattern Analysis and Machine Intelligence. JCR Q1, Top 0.85%!!!! , 2023
    HTML PDF
  2. Mar Sci&Eng
    Solving the inter-terminal truck routing problem for delay minimization using simulated annealing with normalized exploration rate
    Muhammad Hanif Ramadhan, Imam Mustafa Kamal, Dohee Kim, and 1 more author
    Journal of Marine Science and Engineering, 2023
  3. ICIC-B
    Ensemble Method for Feature Selection in Time-Series Prediction Based on Image Similarity
    Hyunjae Lee, Dohee Kim, Sangjae Lee, and 3 more authors
    ้ฉๆ–ฐ็š„ใ‚ณใƒณใƒ”ใƒฅใƒผใƒ†ใ‚ฃใƒณใ‚ฐใƒปๆƒ…ๅ ฑใƒปๅˆถๅพกใซ้–ขใ™ใ‚‹้€Ÿๅ ฑ-B: ๅฟœ็”จ, 2023
  4. ์ง€๋Šฅ์ •๋ณด์—ฐ๊ตฌ
    ํ™”๋ฌผ์˜ ํŠน์„ฑ ๋ฐ ์ ์žฌ ๊ณต๊ฐ„์„ ๊ณ ๋ คํ•œ LCL ํ™”๋ฌผ ์ ์žฌ ์•Œ๊ณ ๋ฆฌ์ฆ˜
    Daesan Park, Sangmin Jo, Dongyoon Park, and 3 more authors
    ์ง€๋Šฅ์ •๋ณด์—ฐ๊ตฌ, 2023
  5. ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐ๋…ผ๋ฌธ์ง€
    ๋Œ€๋ฆฌ์šด์ „ ์‹œ์žฅ์˜ ์ง€์—ญ๋ณ„ ์ˆ˜์š” ์˜ˆ์ธก ๋ชจํ˜•์˜์„ฑ๋Šฅ ํ–ฅ์ƒ์„ ์œ„ํ•œ ๋ฐฉ๋ฒ•๋ก  ์—ฐ๊ตฌ
    Minseop Kim, Kikun Park, Jaehyeon Heo, and 2 more authors
    ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐ๋…ผ๋ฌธ์ง€ ์ œ, 2023
  6. ํ•ด์šด๋ฌผ๋ฅ˜์—ฐ๊ตฌ
    ์„ค๋ช…๊ฐ€๋Šฅํ•œ ์ธ๊ณต์ง€๋Šฅ์„ ํ™œ์šฉํ•œ ์ปจํ…Œ์ด๋„ˆ ์šด์ž„ ์˜ˆ์ธก ๋ชจํ˜• ์—ฐ๊ตฌ
    Dohee Kim, Hyerim Bae, and Sangjae Lee
    ํ•ด์šด๋ฌผ๋ฅ˜์—ฐ๊ตฌ, 2023
  7. ํ•œ๊ตญ์‹ ๋ขฐ์„ฑํ•™ํšŒ
    ๋ฌด๊ธฐ์ฒด๊ณ„ ์ƒํƒœ ๊ธฐ๋ฐ˜ ์ •๋น„๋ฅผ ์œ„ํ•œ ์ธ๊ณต์‹ ๊ฒฝ๋ง ๊ธฐ๋ฐ˜ ์ƒํƒœ์ง„๋‹จ๋ชจ๋ธ ๊ฐœ๋ฐœ
    Mingyu Park, Hanbyeol Park, Minseop Kim, and 4 more authors
    ํ•œ๊ตญ์‹ ๋ขฐ์„ฑํ•™ํšŒ ํ•™์ˆ ๋Œ€ํšŒ๋…ผ๋ฌธ์ง‘, 2023
  8. ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ
    GPS ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ๋‚ด๋ถ€ํŠธ๋Ÿญ ๊ฒฝ๋กœ ์˜ˆ์ธก ๋ชจ๋ธ ๊ฐœ๋ฐœ
    Sangjae Lee, Kikun Park, Alif Nur Iman, and 2 more authors
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ ์ถ˜๊ณ„๊ณต๋™ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2023
  9. ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ
    ์™ธ๋ถ€ ์ถฉ๊ฒฉ๋„ ๋ฐ˜์˜์„ ์œ„ํ•œ ํ…์ŠคํŠธ ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ NF-LF ๋ฐฉ๋ฒ•๋ก  ๊ฐœ๋ฐœ
    Jaehyeon Heo, Minseop Kim, Dohee Kim, and 2 more authors
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ ์ถ˜๊ณ„๊ณต๋™ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2023
  10. ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ
    ํ•ญ๋งŒ ์ •์‹œ์„ฑ ์˜ˆ์ธก์„ ์œ„ํ•œ ์„ ๋ฐ• ETA/RTA ์˜ˆ์ธก ์•Œ๊ณ ๋ฆฌ์ฆ˜
    Suhyeon Jo, Kikun Park, Gawon Lee, and 2 more authors
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ ์ถ˜๊ณ„๊ณต๋™ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2023
  11. ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ
    ๊ณ ๋ฌด ๋ฌผ์„ฑ ์˜ˆ์ธก์„ ์œ„ํ•œ ํด๋Ÿฌ์Šคํ„ฐ๋ง ๊ธฐ๋ฐ˜ ํ”„๋ ˆ์ž„์›Œํฌ ๊ฐœ๋ฐœ
    Jaeeun Kwon, Hanbyeol Park, Mingyu Park, and 2 more authors
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ ์ถ˜๊ณ„๊ณต๋™ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2023
  12. ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ
    ๋…๋ฆฝ๋ณ€์ˆ˜๋“ค ๊ฐ„์˜ ์ƒํ˜ธ๊ด€๊ณ„ ํ•™์Šต์„ ์œ„ํ•œ CoRepNet
    Sunghyun Sim, Dohee Kim, and Hyerim Bae
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ ์ถ˜๊ณ„๊ณต๋™ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2023
  13. Trans. Serv. Comput.
    Metric learning as a service with covariance embedding
    Imam Mustafa Kamal, Hyerim Bae, and Ling Liu
    IEEE Transactions on Services Computing, 2023
  14. ํ•ด์–‘ํ™˜๊ฒฝ์•ˆ์ „ํ•™ํšŒ์ง€
    Maritime Safety Tribunal Ruling Analysis using SentenceBERT
    Bori Yoon, SeKil Park, Hyerim Bae, and 1 more author
    Journal of the Korean Society of Marine Environment & Safety, 2023

2022

  1. IEEE
    A data-driven recipe simulation for synthetic rubber production
    Kikun Park, Hanbyeol Park, and Hyerim Bae
    IEEE Access, 2022
  2. TRD
    Deep collaborative learning model for port-air pollutants prediction using automatic identification system
    Sunghyun Sim, Jin-Hyoung Park, and Hyerim Bae
    Transportation Research Part D: Transport and Environment. JCR Q1, Top 8.62%!!! , 2022
  3. PRL
    Cooperative auto-classifier networks for boosting discriminant capacity
    Imam Mustafa Kamal and Hyerim Bae
    Pattern Recognition Letters, 2022
  4. ICIC-B
    Improving the Performance of Mixing-Process Machine Classification Based on Feature Engineering Techniques: A Case Study in Rubber-Belt Industry
    Alif Nur Iman, Jinuk Kim, Jeong Su Son, and 2 more authors
    ้ฉๆ–ฐ็š„ใ‚ณใƒณใƒ”ใƒฅใƒผใƒ†ใ‚ฃใƒณใ‚ฐใƒปๆƒ…ๅ ฑใƒปๅˆถๅพกใซ้–ขใ™ใ‚‹้€Ÿๅ ฑ-B: ๅฟœ็”จ, 2022
  5. Appl. Sci.
    Big data and AI for process innovation in the Industry 4.0 era
    Jaehun Park and Hyerim Bae
    Applied Sciences, 2022
  6. ICIC-B
    Obtaining lightweight human activity recognition model through knowledge distillation of deep neural network
    Muhammad Hanif Ramadhan, Taufik Nur Adi, Hyerim Bae, and 1 more author
    ICIC Express Letters, Part B: Applications, 2022
    PDF
  7. PR
    Super-encoder with cooperative autoencoder networks
    Imam Mustafa Kamal and Hyerim Bae
    Pattern Recognition. JCR Q1, Top 9.02%!!! , 2022
  8. IEEE
    Automatic conversion of event data to event logs using CNN and event density embedding
    Sunghyun Sim, Riska Asriana Sutrisnowati, Seokrae Won, and 2 more authors
    IEEE Access, 2022
  9. ํ•œ๊ตญ์‚ฐ์—…์ •๋ณดํ•™ํšŒ๋…ผ๋ฌธ์ง€
    ๋ฒŒํฌํ•ญ๋งŒ์˜ ํ•˜์—ญ ์ตœ์ ํ™”๋ฅผ ์œ„ํ•œ ์ •์ˆ˜๊ณ„ํš๋ชจํ˜•
    Taeseon Yu, Yusin Lee, Hyun-gon Park, and 2 more authors
    ํ•œ๊ตญ์‚ฐ์—…์ •๋ณดํ•™ํšŒ๋…ผ๋ฌธ์ง€, 2022
  10. ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐ๋…ผ๋ฌธ์ง€
    LSTM-AutoEncoder ๋ฅผ ํ™œ์šฉํ•œ์„ ๋ฐ• ๋ฉ”์ธ์—”์ง„์˜ ์ด์ƒ ํƒ์ง€ ๋ฐ ๋ผ๋ฒจ๋ง
    Dohee Kim, Youngjae Han, Hyemee Kim, and 3 more authors
    ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐ๋…ผ๋ฌธ์ง€ ์ œ, 2022
  11. ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐํ•™ํšŒ
    ๋ฐ€๋„๊ธฐ๋ฐ˜ ์„ ๋ฐ• ๋„๋ฉ”์ธ์„ ์ด์šฉํ•œ ์•ˆ์ „ ์„ฑ๋Šฅ ์ง€ํ‘œ ํ™œ์šฉ์„ฑ ์—ฐ๊ตฌ
    Youngjae Han, Sunghyun Sim, and Hyerim Bae
    ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐํ•™ํšŒ์ง€, 2022
  12. IEEE Big Data
    TDTA: A new hybrid framework for long-term forecasting of container volume
    Dohee Kim and Hyerim Bae
    In 2022 IEEE International Conference on Big Data (Big Data), 2022

2021

  1. MARTRA
    Vessel estimated time of arrival prediction system based on a path-finding algorithm
    Kikun Park, Sunghyun Sim, and Hyerim Bae
    Maritime Transport Research, 2021
    PDF
  2. Appl. Sci.
    Parallel-structure deep learning for prediction of remaining time of process instances
    Nur Ahmad Wahid, Hyerim Bae, Taufik Nur Adi, and 2 more authors
    Applied Sciences, 2021
  3. Appl. Sci.
    Container volume prediction using time-series decomposition with a long short-term memory models
    Eunju Lee, Dohee Kim, and Hyerim Bae
    Applied Sciences, 2021
  4. IEEE TSC
    Bagging recurrent event imputation for repair of imperfect event log with missing categorical events
    Sunghyun Sim, Hyerim Bae, and Ling Liu
    IEEE Transactions on Services Computing. JCR Q1, Top 7.5%!!! , 2021
  5. Processes
    Interterminal truck routing optimization using cooperative multiagent deep reinforcement learning
    Taufik Nur Adi, Hyerim Bae, and Yelita Anggiane Iskandar
    Processes, 2021
  6. Processes
    Residual life prediction for induction furnace by sequential encoder with s-convolutional LSTM
    Yulim Choi, Hyeonho Kwun, Dohee Kim, and 2 more authors
    Processes, 2021
  7. ICIC-EL
    Adversarial multivariate regression and auto-regression for predicting completion time of container terminals operation
    Imam Mustafa Kamal and Hyerim Bae
    ICIC Express Letters, 2021
    PDF
  8. ICIC-B
    Prediction of the quay craneโ€™s handling time with external handling factors
    Eunju Lee, Kikun Park, Dohee Kim, and 2 more authors
    ICIC Exp. Lett., B, Appl., 2021
    PDF
  9. ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐํ•™ํšŒ
    CNN ๊ธฐ๋ฐ˜์˜ ์ค€์ง€๋„ํ•™์Šต์„ ํ™œ์šฉํ•œ GPR ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜
    Hyemee Kim and Hyerim Bae
    The Journal of Bigdata, 2021

2020

  1. IEEE
    Trajectory linkage and spreader centrality for social epidemic networks
    Imam Mustafa Kamal, Hyerim Bae, and Ki Haing Cho
    IEEE Access, 2020
  2. Appl. Sci.
    Mining shift work operation from event logs
    Nur Ichsan Utama, Riska Asriana Sutrisnowati, Imam Mustafa Kamal, and 2 more authors
    Applied Sciences, 2020
  3. ICIC-B
    Q-learning-based technique for reduction of number of empty-truck trips in inter-terminal transportation
    Taufik Nur Adi, Yelita Anggiane Iskandar, and Hyerim Bae
    ICIC Express Letters, Part B: Applications, 2020
    PDF
  4. Appl. Sci.
    DERN: Deep ensemble learning model for short-and long-term prediction of baltic dry index
    Imam Mustafa Kamal, Hyerim Bae, Sunghyun Sim, and 1 more author
    Applied Sciences, 2020
  5. Neurocomputing
    Data pixelization for predicting completion time of events
    Imam Mustafa Kamal, Hyerim Bae, Nur Ichsan Utama, and 1 more author
    Neurocomputing. JCR Q1, Top 18.14%!!! , 2020
  6. ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐ๋…ผ๋ฌธ์ง€
    ๊ธ€๋กœ๋ฒŒ ํŒฌ๋ฐ๋ฏน ์ƒํ™ฉ์—์„œ์˜ ๊ธด๊ธ‰์ง€์›๊ธˆ ์˜ˆ์‚ฐ ๋ฐฐ๋ถ„ ์ •์ฑ…์— ๋Œ€ํ•œ ์—ฐ๊ตฌ
    Kikun Park, Dohee Kim, Seulgi Kim, and 2 more authors
    ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐ๋…ผ๋ฌธ์ง€, 2020
  7. ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐ๋…ผ๋ฌธ์ง€
    ์‹œ๊ณ„์—ด ๊ตฐ์ง‘์„ ํ™œ์šฉํ•œ ๋ถ€์‚ฐ์‹œ ๊ฐ์—ผ๋ณ‘ ์ง€์› ์ •์ฑ…๋ฐฉํ–ฅ: COVID-19 ์‚ฌ๋ก€๋ฅผ ์ค‘์‹ฌ์œผ๋กœ
    Hyunho Kwon, Dohee Kim, Chan-ho Park, and 3 more authors
    ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐ๋…ผ๋ฌธ์ง€, 2020

2019

  1. Procedia Comput.
    Predictive business process monitoringโ€“remaining time prediction using deep neural network with entity embedding
    Nur Ahmad Wahid, Taufik Nur Adi, Hyerim Bae, and 1 more author
    Procedia Computer Science, 2019
  2. IJGI
    Simplification and detection of outlying trajectories from batch and streaming data recorded in harsh environments
    Iq Reviessay Pulshashi, Hyerim Bae, Hyunsuk Choi, and 2 more authors
    ISPRS International Journal of Geo-Information, 2019
  3. ICIC-B
    Forecasting high-dimensional multivariate regression of Baltic dry index (BDI) using deep neural networks (DNN)
    Imam Mustafa Kamal, Hyerim Bae, Sunghyun Sim, and 4 more authors
    ICIC Express Letters, 2019
  4. ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐํ•™ํšŒ์ง€
    ์ปจํ…Œ์ด๋„ˆ ํ„ฐ๋ฏธ๋„ ์„ฑ๋Šฅํ‰๊ฐ€๋ฅผ ์œ„ํ•œ ๋Œ€์šฉ๋Ÿ‰ ์ด๋ฒคํŠธ ๋กœ๊ทธ ์ •์ œ ๋ฐฉ์•ˆ ์—ฐ๊ตฌ
    Eunjeong Park and Hyerim Bae
    ํ•œ๊ตญ๋น…๋ฐ์ดํ„ฐํ•™ํšŒ์ง€, 2019
  5. ํ•œ๊ตญ์ปดํ“จํ„ฐ์ •๋ณดํ•™ํšŒ๋…ผ๋ฌธ์ง€
    Automatic false-alarm labeling for sensor data
    Taufik Nur Adi, Hyerim Bae, and Nur Ahmad Wahid
    Journal of The Korea Society of Computer and Information, 2019
  6. ํ•œ๊ตญ์ปดํ“จํ„ฐ์ •๋ณดํ•™ํšŒ๋…ผ๋ฌธ์ง€
    Hyper parameter tuning method based on sampling for optimal LSTM model
    Hyemee Kim, Ryeji Jeong, and Hyerim Bae
    ํ•œ๊ตญ์ปดํ“จํ„ฐ์ •๋ณดํ•™ํšŒ๋…ผ๋ฌธ์ง€, 2019
  7. ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ์ง€
    ๋”ฅ๋Ÿฌ๋‹์„ ํ™œ์šฉํ•œ ๊ฑดํ™”๋ฌผ์„  ์šด์ž„ ์ง€์ˆ˜ ์˜ˆ์ธก
    Dohee Kim, Hyemee Kim, Sunghyun Sim, and 3 more authors
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ์ง€, 2019

2018

  1. ICIC-B
    Gear classification for defect detection in vision inspection system using deep convolutional neural networks
    Imam Mustafa Kamal, Riska Asriana Sutrisnowati, Hyerim Bae, and 1 more author
    ICIC Express Letters, 2018
    PDF
  2. ICIC-B
    Cloud-Based Predictive Maintenance Framework for Sensor Data Analytics
    Taufik Nur Adi, Nur Ahmad Wahid, Riska Asriana Sutrisnowati, and 5 more authors
    ICIC Express Letters, Part B: Applications, 2018
    PDF
  3. ICIC-B
    Petri Nets simulation for operational analytics based on process data: An overview
    Natanael Yabes Wirawan, Riska Asriana Sutrisnowati, Sunghyun Sim, and 7 more authors
    ICIC Experss Letters, Part B: Applications, 2018
    PDF
  4. ICIC-B
    Production scheduling in steel manufacturing with cutting and parallel operations
    Sujin Won, Hyerim Bae, and Riska Asriana Sutrisnowati
    ICIC Express Letters, Part B: Applications, 2018
    PDF
  5. INFOR
    A study on the quality-embedded efficiency measurement in DEA
    Jaehun Park, Si-Il Sung, Yong-Jeong Kim, and 2 more authors
    INFOR: Information Systems and Operational Research, 2018
    PDF
  6. IJCIS
    Statistical verification of process model conformance to execution log considering model abstraction
    Sunghyun Sim, Hyerim Bae, Yulim Choi, and 1 more author
    International Journal of Cooperative Information Systems, 2018
  7. ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ์ง€
    Utilizing Big Data and Fuzzy Inference for Evaluation of Port Operations
    Wahyu Andy Prastyabudi, Taufik Nur Adi, and Hyerim Bae
    ๋Œ€ํ•œ์‚ฐ์—…๊ณตํ•™ํšŒ์ง€, 2018
  8. ํ•œ๊ตญ์ปดํ“จํ„ฐ์ •๋ณดํ•™ํšŒ๋…ผ๋ฌธ์ง€
    The study of a full cycle semi-automated business process re-engineering: A comprehensive framework
    Sanghwa Lee, Riska A Sutrisnowati, Seokrae Won, and 2 more authors
    Journal of The Korea Society of Computer and Information, 2018

2004

  1. IEEE TKDE
    Automatic control of workflow processes using ECA rules
    Joonsoo Bae, Hyerim Bae, Suk-Ho Kang, and 1 more author
    IEEE transactions on knowledge and data engineering, 2004
    PDF