| 2021-12 | A deep learning-based time series model with missing value handling techniques to predict various types of liquid cargo traffic | Lim, Sunghoon; Kim, Sun Jun, et al | ARTICLE | 11 |
| 2021-12 | DAViS: a unified solution for data collection, analyzation, and visualization in real-time stock market prediction | Tuarob, Suppawong; Wettayakorn, Poom, et al | ARTICLE | 9 |
| 2021-12 | A diagnostic framework for imbalanced classification in business process predictive monitoring | Kim, Jongchan; Comuzzi, Marco | ARTICLE | 8 |
| 2021-11 | Car crash detection using ensemble deep learning and multimodal data from dashboard cameras | Choi, Jae Gyeong; Kong, Chan Woo, et al | ARTICLE | 24 |
| 2021-11 | A Multi-stage Data Mining Approach for Liquid Bulk Cargo Volume Analysis based on Bill of Lading Data | Kim, Suhyeon; Sohn, Wonho, et al | ARTICLE | 76 |
| 2021-08 | Bilingual Autoencoder-based Efficient Harmonization of Multi-source Private Data for Accurate Predictive Modeling | Lee, Taek-Ho; Lee, Junghye, et al | ARTICLE | 68 |
| 2021-06 | From technological development to social advance: A review of Industry 4.0 through machine learning | Lee, Changhun; Lim, Chiehyeon | ARTICLE | 288 |
| 2021-05 | Recent Trends and Perspectives on the Korean Asset Management Industry | Kim, Jang Ho; Lee, Yongjae, et al | ARTICLE | 41 |
| 2021-05 | Understanding the linkages of smart-city technologies and applications: Key lessons from a text mining approach and a call for future research | Lim, Chiehyeon; Cho, Gi-Hyoug, et al | ARTICLE | 60 |
| 2021-04 | 시뮬레이션 데이터 생성을 통한 기계학습 기반 원자로 노심 이상 탐지 방법론 | 오용경; 김한주, et al | ARTICLE | 33 |
| 2021-04 | 혼합 가스 분류를 위한 전이학습 기반 방법론 | 오용경; 김남우, et al | ARTICLE | 24 |
| 2021-03 | Detecting anomalies in business process event logs using statistical leverage | Ko, Jonghyeon; Comuzzi, Marco | ARTICLE | 166 |
| 2021-03 | An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data | Lee, Junghye; Choi, Inyoung, et al | ARTICLE | 291 |
| 2021-03 | Spatial Equality and Equity for Effective Emergency Water Distribution System: Points of Distribution | Kim,Jooho; Kweon, Sang Jin, et al | ARTICLE | 192 |
| 2021-02 | A Stacking-Based Deep Neural Network Approach for Effective Network Anomaly Detection | Tama, Bayu Adhi; Lim, Sunghoon | ARTICLE | 189 |
| 2021-02 | Mean–Variance Optimization for Asset Allocation | Kim, Jang Ho; Lee, Yongjae, et al | ARTICLE | 161 |
| 2021-02 | Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluation | Tama, Bayu Adhi; Lim, Sunghoon | ARTICLE | 91 |
| 2020-11 | Markov blanket-based universal feature selection for classification and regression of mixed-type data | Lee, Junghye; Jeong, Jun-Yong, et al | ARTICLE | 437 |
| 2020-11 | An Empirical Investigation of Different Classifiers, Encoding, and Ensemble Schemes for Next Event Prediction Using Business Process Event Logs | Tama, Bayu Adhi; Comuzzi, Marco, et al | ARTICLE | 115 |
| 2020-10 | Multiresolution spatial generalized linear mixed model for integrating multi-fidelity spatial count data without common identifiers between data sources | Kim, Sungil; Duan, Rong, et al | ARTICLE | 142 |
