SME_Journal Papers

Issue DateTitleAuthor(s)TypeView
2022-11Demurrage pattern analysis using logical analysis of data: A case study of the Ulsan Port AuthorityKweon, Sang Jin; Hwang, Seong Wook, et alARTICLE234
2022-09Identifying household finance heterogeneity via deep clusteringHwang, Yoontae; Lee, Yongjae, et alARTICLE7
2022-08Driving Risk Assessment Using Non-Negative Matrix Factorization With Driving Behavior RecordsSeo, Hyunwoo; Shin, Jongkyung, et alARTICLE117
2022-08Leveraging a Heterogeneous Ensemble Learning for Outcome-Based Predictive Monitoring Using Business Process Event LogsTama, Bayu Adhi; Comuzzi, MarcoARTICLE76
2022-07Toward Quality-Aware Transaction Validation in BlockchainsComuzzi, Marco; Cappiello, Cinzia, et alARTICLE288
2022-07The location routing problem for cooling shelters during heat wavesYoon, Seokho; Woo, Seungok, et alARTICLE192
2022-07The effects of errors in means, variances, and correlations on the mean-variance frameworkChung, Munki; Lee, Yongjae, et alARTICLE163
2022-06Multichannel convolution neural network for gas mixture classificationOh, YongKyung; Lim, Chiehyeon, et alARTICLE282
2022-06A Deep Learning-based Cryptocurrency Price Prediction Model That Uses On-chain DataKim, Gyeongho; Shin, Dong-Hyun, et alARTICLE391
2022-06Goal-based investing based on multi-stage robust portfolio optimizationKim, Jang Ho; Lee, Yongjae, et alARTICLE307
2022-06Characterization of power demand and energy consumption for fused filament fabrication using CFR-PEEKKim, Kyudong; Noh, Heena, et alARTICLE242
2022-05Exploring the Suitability of Rule-Based Classification to Provide Interpretability in Outcome-Based Process Predictive MonitoringLee, Suhwan; Comuzzi, Marco, et alARTICLE72
2022-04An EfficientNet-Based Weighted Ensemble Model for Industrial Machine Malfunction Detection Using Acoustic SignalsTama, Bayu Adhi; Vania, Malinda, et alARTICLE268
2022-04Development of an Interpretable Maritime Accident Prediction System Using Machine Learning TechniquesKim, Gyeongho; Lim, SunghoonARTICLE232
2022-04The Charging Infrastructure Design Problem with Electric Taxi Demand Prediction Using Convolutional LSTMHwang, Seong Wook; Lim, SunghoonARTICLE279
2022-04Quantifying incident impacts and identifying influential features in urban traffic networksLee, JuYeong; Kwak, JiIn, et alARTICLE226
2022-03Process mining for healthcare: Characteristics and challengesComuzzi, MarcoARTICLE369
2022-03A TOPSIS-Inspired Ranking Method Using Constrained Crowd Opinions for Urban PlanningChatterjee, Sujoy; Lim, SunghoonARTICLE263
2022-03Risk score-embedded deep learning for biological age estimation: Development and validationKim, Suhyeon; Kim, Hangyeol, et alARTICLE417
2022-02Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process eventsKo, Jonghyeon; Comuzzi, MarcoARTICLE388