Operations Research &
Artificial Intelligence Lab 

2022

[J6] Malaysian Name-based Ethnicity Classification using LSTM
Youngbum Hur
KSII Transactions on Internet and Information Systems 12 (6), 3855-3867

[J5] A Simple Framework for Robust Out-of-Distribution Detectionon  (Link)
Youngbum Hur, Eunho Yang and Sung Ju Hwang
IEEE Access 10, 23086-23097

2021

[W1] Consistency regularization for training confidence-calibrated classifiers  (Link)
Youngbum Hur*, Jihoon Tack*, Eunho Yang, Sung Ju Hwang and Jinwoo Shin
ICML Workshop on Uncertainty & Robustness in Deep Learning

2020

[C1] Distribution aligning refinery of pseudo-label for imbalanced semi-supervised learning  (Link)
Jaehyung Kim, Youngbum Hur, Sejun Park, Eunho Yang, Sung Ju Hwang, Jinwoo Shin
Advances in Neural Information Processing Systems (NeurIPS)

[J4] Appointment scheduling at a multidisciplinary outpatient clinic using stochastic programming  (Link)
Youngbum Hur, Jonathan Bard, Douglas Morrice
Naval Research Logistics (NRL)  68 (1), 134-155

2019

[J3] A stochastic optimization approach to shift scheduling with breaks adjustments (Link)
Youngbum Hur, Jonathan Bard, Markus Frey, Ferdinand Kiermaier
Computers & Operations Research 107, 127-139

[J2] An investigation of shift and break flexibility with real-time break assignments using a rolling horizon approach (Link)
Youngbum Hur, Jonathan Bard, Markus Frey, Ferdinand Kiermaier
Flexible Services and Manufacturing Journal 31 (1), 174-211 

[J1] Hierarchy machine set-up for multi-pass lot scheduling at semiconductor assembly and test facilities (Link)
Youngbum Hur, Jonathan Bard, Rodolfo Chacon
International Journal of Production Research 57 (14), 4351-4370