SME_Journal Papers

Issue DateTitleAuthor(s)TypeView
2021-12A deep learning-based time series model with missing value handling techniques to predict various types of liquid cargo trafficLim, Sunghoon; Kim, Sun Jun, et alARTICLE11
2021-12DAViS: a unified solution for data collection, analyzation, and visualization in real-time stock market predictionTuarob, Suppawong; Wettayakorn, Poom, et alARTICLE9
2021-12A diagnostic framework for imbalanced classification in business process predictive monitoringKim, Jongchan; Comuzzi, MarcoARTICLE8
2021-11Car crash detection using ensemble deep learning and multimodal data from dashboard camerasChoi, Jae Gyeong; Kong, Chan Woo, et alARTICLE24
2021-11A Multi-stage Data Mining Approach for Liquid Bulk Cargo Volume Analysis based on Bill of Lading DataKim, Suhyeon; Sohn, Wonho, et alARTICLE76
2021-08Bilingual Autoencoder-based Efficient Harmonization of Multi-source Private Data for Accurate Predictive ModelingLee, Taek-Ho; Lee, Junghye, et alARTICLE68
2021-06From technological development to social advance: A review of Industry 4.0 through machine learningLee, Changhun; Lim, ChiehyeonARTICLE288
2021-05Recent Trends and Perspectives on the Korean Asset Management IndustryKim, Jang Ho; Lee, Yongjae, et alARTICLE41
2021-05Understanding the linkages of smart-city technologies and applications: Key lessons from a text mining approach and a call for future researchLim, Chiehyeon; Cho, Gi-Hyoug, et alARTICLE60
2021-04시뮬레이션 데이터 생성을 통한 기계학습 기반 원자로 노심 이상 탐지 방법론오용경; 김한주, et alARTICLE33
2021-04혼합 가스 분류를 위한 전이학습 기반 방법론오용경; 김남우, et alARTICLE24
2021-03Detecting anomalies in business process event logs using statistical leverageKo, Jonghyeon; Comuzzi, MarcoARTICLE166
2021-03An efficient multivariate feature ranking method for gene selection in high-dimensional microarray dataLee, Junghye; Choi, Inyoung, et alARTICLE291
2021-03Spatial Equality and Equity for Effective Emergency Water Distribution System: Points of DistributionKim,Jooho; Kweon, Sang Jin, et alARTICLE192
2021-02A Stacking-Based Deep Neural Network Approach for Effective Network Anomaly DetectionTama, Bayu Adhi; Lim, SunghoonARTICLE189
2021-02Mean–Variance Optimization for Asset AllocationKim, Jang Ho; Lee, Yongjae, et alARTICLE161
2021-02Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluationTama, Bayu Adhi; Lim, SunghoonARTICLE91
2020-11Markov blanket-based universal feature selection for classification and regression of mixed-type dataLee, Junghye; Jeong, Jun-Yong, et alARTICLE437
2020-11An Empirical Investigation of Different Classifiers, Encoding, and Ensemble Schemes for Next Event Prediction Using Business Process Event LogsTama, Bayu Adhi; Comuzzi, Marco, et alARTICLE115
2020-10Multiresolution spatial generalized linear mixed model for integrating multi-fidelity spatial count data without common identifiers between data sourcesKim, Sungil; Duan, Rong, et alARTICLE142