Jun-Geol Baek
Orcid: 0000-0002-7088-1478
According to our database1,
Jun-Geol Baek
authored at least 43 papers
between 2005 and 2024.
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Bibliography
2024
Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024
Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024
Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024
2023
TFE-NET: Time and Feature focus Embedding Network for Multivariate-to-Multivariate Time Series Forecasting.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023
Multivariate Time Series Anomaly Detection via Temporal Encoder with Normalizing Flow.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023
Time Series Anomaly Detection Using Contrastive Learning based One-Class Classification.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023
Interaction-based Fault Detection and Classification Using Randomly Masked 1D Convolutional Neural Network.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023
2022
Int. J. Comput. Integr. Manuf., 2022
Bagging ensemble-based novel data generation method for univariate time series forecasting.
Expert Syst. Appl., 2022
Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022
Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022
Image Synthesis with Single-type Patterns for Mixed-type Pattern Recognition on Wafer Bin Maps.
Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022
2021
Anomaly Detection Using Signal Segmentation and One-Class Classification in Diffusion Process of Semiconductor Manufacturing.
Sensors, 2021
A reinforcement learning approach to distribution-free capacity allocation for sea cargo revenue management.
Inf. Sci., 2021
Incremental learning using generative-rehearsal strategy for fault detection and classification.
Expert Syst. Appl., 2021
2020
Random-forest-based real-time contrasts control chart using adaptive breakpoints with symbolic aggregate approximation.
Expert Syst. Appl., 2020
New Anomaly Detection in Semiconductor Manufacturing Process using Oversampling Method.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020
Mixed Pattern Recognition Methodology on Wafer Maps with Pre-trained Convolutional Neural Networks.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020
2019
Expert Syst. Appl., 2019
Generative Pseudorehearsal Strategy for Fault Classification Under an Incremental Learning.
Proceedings of the 2019 IEEE International Conference on Computational Science and Engineering, 2019
Proceedings of the 2019 IEEE International Conference on Computational Science and Engineering, 2019
Univiariate Signal Preprocessing Methodology for Fault Detection in Semiconductor Manufacturing Process.
Proceedings of the 2019 IEEE International Conference on Computational Science and Engineering, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2017
Expert Syst. Appl., 2017
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017
Solving the Singularity Problem of Semiconductor Process Signal Using Improved Dynamic Time Warping.
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017
2014
2013
Algorithm learning based neural network integrating feature selection and classification.
Expert Syst. Appl., 2013
Data Mining Approaches for Packaging Yield Prediction in the Post-fabrication Process.
Proceedings of the IEEE International Congress on Big Data, 2013
Proceedings of the IEEE International Congress on Big Data, 2013
2012
Advanced semiconductor fabrication process control using dual filter exponentially weighted moving average.
J. Intell. Manuf., 2012
2011
Spline regression based feature extraction for semiconductor process fault detection using support vector machine.
Expert Syst. Appl., 2011
Intelligent adaptive process control using dynamic deadband for semiconductor manufacturing.
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
Commun. Stat. Simul. Comput., 2011
2010
Dispatching rule for non-identical parallel machines with sequence-dependent setups and quality restrictions.
Comput. Ind. Eng., 2010
2009
Asynchronous action-reward learning for nonstationary serial supply chain inventory control.
Appl. Intell., 2009
2007
Expert Syst. Appl., 2007
2006
An Adaptive Inventory Control Model for a Supply Chain with Nonstationary Customer Demands.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006
Proceedings of the Advances in Data Mining, 2006
Meta-model Driven Collaborative Object Analysis Process for Production Planning and Scheduling Domain.
Proceedings of the Computational Science and Its Applications, 2006
2005
Proceedings of the Computational Science and Its Applications, 2005