Research output per year
Research output per year
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Dive into the research topics where Jun-Geol Baek is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Anomaly Detection Framework With Contrastive Learning and Multiview Augmentation for Time-Series Domain Generalization
Lee, Y., Song, S., Park, K. Y., Koo, B. M. & Baek, J. G., 2025, In: IEEE Transactions on Instrumentation and Measurement. 74, 2502109.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Autonomous PID Tuning: Two-Phase Reinforcement Learning Through Adversarial Imitation Learning under Imperfect Demonstrations
Kim, G., Chang, K., Byun, Y. & Baek, J. G., 2025, In: IEEE Transactions on Automation Science and Engineering. 22, p. 20280-20295 16 p.Research output: Contribution to journal › Article › peer-review
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AW-CES: adaptively weighted-cumulative error scoring for autoencoder-based anomaly detection on unlabeled data
Park, C., Song, S. & Baek, J. G., 2025 Oct, In: International Journal of Data Science and Analytics. 20, 5, p. 4591-4610 20 p.Research output: Contribution to journal › Article › peer-review
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CNN-Based Interpretable Feature Extraction Methods Considering Pairwise Interactions
Chang, K., Lee, S. & Baek, J. G., 2025 Sept, In: Sensors. 25, 18, 5634.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Deep Clustering and Regression Ensemble Network for Lot Cycle Time Prediction in Semiconductor Wafer Fabrication
Song, B., Song, S. & Baek, J. G., 2025, In: IEEE Transactions on Semiconductor Manufacturing. 38, 2, p. 281-291 11 p.Research output: Contribution to journal › Article › peer-review
Press/Media
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Study Findings on Information Technology Are Outlined in Reports from Korea University (Quality Boost of Tabular Data Synthesis Using Interpolative Cumulative Distribution Function Decoding and Type-specific Conditioner)
Baek, J.-G., Park, Y., Park, Y. & Park, Y.
25/9/8
1 item of Media coverage
Press/Media: Press / Media
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Data from Korea University Update Knowledge in Sensor Research (Deep Ensemble Learning for Application Traffic Classification Using Differential Model Selection Technique)
Kim, S. E., Kim, S. E., Baek, J.-G., Kim, S. R., Kim, S.-I. & Kim, S.
25/5/27
1 item of Media coverage
Press/Media: Press / Media
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Department of Computer and Information Science Researchers Target Information Technology (A filter-and-refine approach to lightweight application traffic classification)
Kim, S. E., Kim, S. E., Baek, J.-G., Kim, S. R., Kim, S.-I. & Kim, S.
25/2/28
1 item of Media coverage
Press/Media: Press / Media
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Findings from Korea University Has Provided New Data on Engineering (Switch On/off Learning of One-dimensional Convolutional Neural Network and One-dimensional Generative Adversarial Network for Fault Detection)
25/1/30
1 item of Media coverage
Press/Media: Press / Media
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New Findings from Korea University in the Area of Engineering Described [Production System Maturity Model (PSMM) for Assessing Manufacturing Execution System]
24/9/25
1 item of Media coverage
Press/Media: Press / Media