SME_Journal Papers

Issue DateTitleAuthor(s)TypeView
2021-06From technological development to social advance: A review of Industry 4.0 through machine learningLee, Changhun; Lim, ChiehyeonARTICLE148
2021-04Bilingual Autoencoder-based Efficient Harmonization of Multi-source Private Data for Accurate Predictive ModelingLee, Taek-Ho; Lee, Junghye, et alARTICLE17
2021-03Detecting anomalies in business process event logs using statistical leverageKo, Jonghyeon; Comuzzi, MarcoARTICLE132
2021-03An efficient multivariate feature ranking method for gene selection in high-dimensional microarray dataLee, Junghye; Choi, Inyoung, et alARTICLE234
2021-03Spatial Equality and Equity for Effective Emergency Water Distribution System: Points of DistributionKim,Jooho; Kweon, Sang Jin, et alARTICLE135
2021-02A Stacking-Based Deep Neural Network Approach for Effective Network Anomaly DetectionTama, Bayu Adhi; Lim, SunghoonARTICLE144
2021-02Mean–Variance Optimization for Asset AllocationKim, Jang Ho; Lee, Yongjae, et alARTICLE86
2021-02Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluationTama, Bayu Adhi; Lim, SunghoonARTICLE57
2020-11Markov blanket-based universal feature selection for classification and regression of mixed-type dataLee, Junghye; Jeong, Jun-Yong, et alARTICLE338
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 alARTICLE83
2020-10Multiresolution spatial generalized linear mixed model for integrating multi-fidelity spatial count data without common identifiers between data sourcesKim, Sungil; Duan, Rong, et alARTICLE107
2020-10A Comparative Performance Evaluation of Classification Algorithms for Clinical Decision Support SystemsTama, Bayu Adhi; Lim, SunghoonARTICLE133
2020-10On the Need for Data Quality Assessment in BlockchainsComuzzi, Marco; Cappiello, Cinzia, et alARTICLE97
2020-10Validation of an integrated service model, Health-RESPECT, for older patients in long-term care institution using information and communication technologies: protocol of a cluster randomised controlled trialChoi, Jung-Yeon; Kim, Kwang-il, et alARTICLE69
2020-09Achieving Portfolio Diversification for Individuals with Low Financial SustainabilityLee, Yongjae; Kim, Woo Chang, et alARTICLE135
2020-08Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysisKim, Suhyeon; Park, Haecheong, et alARTICLE280
2020-08선박 이상 탐지를 위한 VAE-CUSUM 기반 모니터링 방법론박재민; 김성일ARTICLE139
2020-07Cluster-specific nonignorably missing, endogenous, and continuous regressors in multilevel model for binary outcomeKim, Gi-Soo; Lee, Youngjo, et alARTICLE109
2020-05A Multi-Objective Differential Evolutionary Method for Constrained Crowd Judgment AnalysisChatterjee, Sujoy; Lim, SunghoonARTICLE265
2020-05Sparse and robust portfolio selection via semi-definite relaxationLee, Yongjae; Kim, Min Jeong, et alARTICLE424