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Development of an Interpretable Maritime Accident Prediction System Using Machine Learning Techniques File

Article Issue Date2022-04 View15

An EfficientNet-Based Weighted Ensemble Model for Industrial Machine Malfunction Detection Using Acoustic Signals File File

Tama, Bayu Adhi , Vania, Malinda , Kim, Iljung , Lim, Sunghoon

Article Issue Date2022-04 View9

Risk score-embedded deep learning for biological age estimation: Development and validation File File

Kim, Suhyeon , Kim, Hangyeol , Lee, Eun-Sol , Lim, Chiehyeon , Lee, Junghye

Article Issue Date2022-03 View14

A TOPSIS-Inspired Ranking Method Using Constrained Crowd Opinions for Urban Planning File File

Chatterjee, Sujoy , Lim, Sunghoon

Article Issue Date2022-03 View13

Process mining for healthcare: Characteristics and challenges File File

Munoz-Gama, Jorge , Martin, Niels , Fernandez-Llatas, Carlos , Johnson, Owen A. , Sepulveda, Marcos , Helm, Emmanuel , Galvez-Yanjari, Victor , Comuzzi, Marco

Article Issue Date2022-03 View21

Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events File

Ko, Jonghyeon , Comuzzi, Marco

Article Issue Date2022-02 View23

Encoding resource experience for predictive process monitoring File

Kim, Jongchan , Comuzzi, Marco , Dumas, Marlon , Maggi, Fabrizio Maria , Teinemaa, Irene

Article Issue Date2022-02 View21

Assessing and improving measurability of process performance indicators based on quality of logs File

Cappiello, Cinzia , Comuzzi, Marco , Plebani, Pierluigi , Fim, Matheus

Article Issue Date2022-01 View13

Characterization and Design for Last Mile Logistics: A Review of the State of the Art and Future Directions File File

Na, Hyeong Suk , Kweon, Sang Jin , Park, Kijung

Article Issue Date2022-01 View17

스마트시티에 대한 통합적 이해의 시도: 인간과 기계의 협업

임치현 , 김광재

Article Issue Date2021-12 View6

A deep learning-based time series model with missing value handling techniques to predict various types of liquid cargo traffic File

Lim, Sunghoon , Kim, Sun Jun , Park, YoungJae , Kwon, Nahyun

Article Issue Date2021-12 View17

DAViS: a unified solution for data collection, analyzation, and visualization in real-time stock market prediction File

Tuarob, Suppawong , Wettayakorn, Poom , Phetchai, Ponpat , Traivijitkhun, Siripong , Lim, Sunghoon , Noraset, Thanapon , Thaipisutikul, Tipajin

Article Issue Date2021-12 View17

A diagnostic framework for imbalanced classification in business process predictive monitoring File

Kim, Jongchan , Comuzzi, Marco

Article Issue Date2021-12 View16

Car crash detection using ensemble deep learning and multimodal data from dashboard cameras File

Choi, Jae Gyeong , Kong, Chan Woo , Kim, Gyeongho , Lim, Sunghoon

Article Issue Date2021-11 View22

A Multi-stage Data Mining Approach for Liquid Bulk Cargo Volume Analysis based on Bill of Lading Data File

Kim, Suhyeon , Sohn, Wonho , Lim, Dongcheol , Lee, Junghye

Article Issue Date2021-11 View10

Maximum feasibility estimation File

Kim, Sungil

Article Issue Date2021-10 View14

Stability Metrics for Enhancing the Evaluation of Outcome-Based Business Process Predictive Monitoring File File

Kim, Jongchan , Comuzzi, Marco

Article Issue Date2021-10 View15

Understanding the linkages of smart-city technologies and applications: Key lessons from a text mining approach and a call for future research File File

Lim, Chiehyeon , Cho, Gi-Hyoug , Kim, Jeongseob

Article Issue Date2021-09 View23

A Multimodal Deep Learning-Based Fault Detection Model for a Plastic Injection Molding Process File File

Kim, Gyeongho , Choi, Jae Gyeong , Ku, Minjoo , Cho, Hyewon , Lim, Sunghoon

Article Issue Date2021-09 View15

Stability Analysis of Denoising Autoencoders Based on Dynamical Projection System File

Park, Saerom , Lee, Jaewook

Article Issue Date2021-08 View14

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