Jun-Geol Baek

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 28

Top Topics

Convolutional Neural Network

Multivariate Time Series

Anomaly Detection

Incremental Learning

Top Venues

Expert Syst. Appl.

Publications

KwanYong Park, Jun-Geol Baek
DSP R-CNN: Direct Set Prediction Region with CNN features. ICAIIC (2024)
Jeena Son, Seunghwan Song, Jun-Geol Baek
Patch-Based Time-Series Anomaly Detection with Cross-Variable Attention. ICAIIC (2024)
Kio Yun, Jun-Geol Baek
Reinforcement Learning for Time Series Data with Partially Labeled Anomalies. ICAIIC (2024)
Yeong-Min Kim, Seunghwan Song, Byoung-Mo Koo, Jeena Son, Yeseul Lee, Jun-Geol Baek
Enhancing Long-Term Cloud Workload Forecasting Framework: Anomaly Handling and Ensemble Learning in Multivariate Time Series. IEEE Trans. Cloud Comput. 12 (2) (2024)
Yeseul Lee, Yunseon Byun, Jun-Geol Baek
Time Series Anomaly Detection Using Contrastive Learning based One-Class Classification. ICAIIC (2023)
Jueun Kim, Seunghwan Song, Woo Young Hwang, Jun-Geol Baek
Interaction-based Fault Detection and Classification Using Randomly Masked 1D Convolutional Neural Network. ICAIIC (2023)
Seungchan Roh, Yonggon Jung, Jun-Geol Baek
TFE-NET: Time and Feature focus Embedding Network for Multivariate-to-Multivariate Time Series Forecasting. ICAIIC (2023)
Jiwon Moon, Seunghwan Song, Jun-Geol Baek
Multivariate Time Series Anomaly Detection via Temporal Encoder with Normalizing Flow. ICAIIC (2023)
Seunghwan Song, Jun-Geol Baek
Defect Information Synthesis via Latent Mapping Adversarial Networks. ICAIIC (2022)
Donghwan Kim, Jun-Geol Baek
Bagging ensemble-based novel data generation method for univariate time series forecasting. Expert Syst. Appl. 203 (2022)
Yunseon Byun, Jun-Geol Baek
Image Synthesis with Single-type Patterns for Mixed-type Pattern Recognition on Wafer Bin Maps. ICAIIC (2022)
Jieun Kim, Jun-Geol Baek
Similarity-based Local Feature Extraction for Wafer Bin Map Pattern Recognition. ICAIIC (2022)
Kyuchang Chang, Seung Hwan Park, Jun-Geol Baek
AGV dispatching algorithm based on deep Q-network in CNC machines environment. Int. J. Comput. Integr. Manuf. 35 (6) (2022)
Subin Lee, Kyuchang Chang, Jun-Geol Baek
Incremental learning using generative-rehearsal strategy for fault detection and classification. Expert Syst. Appl. 184 (2021)
Kyuchang Chang, Youngji Yoo, Jun-Geol Baek
Anomaly Detection Using Signal Segmentation and One-Class Classification in Diffusion Process of Semiconductor Manufacturing. Sensors 21 (11) (2021)
Dong-Wook Seo, Kyuchang Chang, Taesu Cheong, Jun-Geol Baek
A reinforcement learning approach to distribution-free capacity allocation for sea cargo revenue management. Inf. Sci. 571 (2021)
Seunghwan Song, Jun-Geol Baek
New Anomaly Detection in Semiconductor Manufacturing Process using Oversampling Method. ICAART (2) (2020)
In-Seok Lee, Seung Hwan Park, Jun-Geol Baek
Random-forest-based real-time contrasts control chart using adaptive breakpoints with symbolic aggregate approximation. Expert Syst. Appl. 158 (2020)
Jae Yeol Hong, Seung Hwan Park, Jun-Geol Baek
SSDTW: Shape segment dynamic time warping. Expert Syst. Appl. 150 (2020)
Yunseon Byun, Jun-Geol Baek
Mixed Pattern Recognition Methodology on Wafer Maps with Pre-trained Convolutional Neural Networks. ICAART (2) (2020)
In-Seok Lee, Jun-Geol Baek
SAX Breakpoints for Random Forest Based Real-Time Contrast Control Chart. AAAI (2019)
Jae Yeol Hong, Seung Hwan Park, Jun-Geol Baek
Segmented Dynamic Time Warping Based Signal Pattern Classification. CSE/EUC (2019)
Subin Lee, Jun-Geol Baek
Generative Pseudorehearsal Strategy for Fault Classification Under an Incremental Learning. CSE/EUC (2019)
Joo-Hyuk Oh, Jae Yeol Hong, Jun-Geol Baek
Oversampling method using outlier detectable generative adversarial network. Expert Syst. Appl. 133 (2019)
Kyuchang Chang, Jun-Geol Baek
Univiariate Signal Preprocessing Methodology for Fault Detection in Semiconductor Manufacturing Process. CSE/EUC (2019)
Keun-Tae Park, Jun-Geol Baek
Various Type of Wavelet Filters on Time Series Forecasting. ICSC (2017)
Seongwon Jang, Seung Hwan Park, Jun-Geol Baek
Real-time contrasts control chart using random forests with weighted voting. Expert Syst. Appl. 71 (2017)
Jae Yeol Hong, Seung Hwan Park, Jun-Geol Baek
Solving the Singularity Problem of Semiconductor Process Signal Using Improved Dynamic Time Warping. ICSC (2017)
Myungraee Cha, Jun-Seok Kim, Jun-Geol Baek
Density weighted support vector data description. Expert Syst. Appl. 41 (7) (2014)
Hyunsoo Yoon, Cheong-Sool Park, Jun-Seok Kim, Jun-Geol Baek
Algorithm learning based neural network integrating feature selection and classification. Expert Syst. Appl. 40 (1) (2013)
Seung Hwan Park, Cheong-Sool Park, Jun-Seok Kim, Sung-Shick Kim, Jun-Geol Baek, Daewoong An
Data Mining Approaches for Packaging Yield Prediction in the Post-fabrication Process. BigData Congress (2013)
Bo Mi Lim, Jongwoo Kim, Sung-Shick Kim, Jun-Geol Baek
Point and Interval Estimation Method for Auto-regressive Model with Nonnormal Error. BigData Congress (2013)
Hyo-Heon Ko, Jihyun Kim, Sang-Hoon Park, Jun-Geol Baek, Sung-Shick Kim
Advanced semiconductor fabrication process control using dual filter exponentially weighted moving average. J. Intell. Manuf. 23 (3) (2012)
Jonghyuck Park, Ick-Hyun Kwon, Sung-Shick Kim, Jun-Geol Baek
Spline regression based feature extraction for semiconductor process fault detection using support vector machine. Expert Syst. Appl. 38 (5) (2011)
Hyo-Heon Ko, Jun-Seok Kim, Jihyun Kim, Jun-Geol Baek, Sung-Shick Kim
Intelligent adaptive process control using dynamic deadband for semiconductor manufacturing. Expert Syst. Appl. 38 (6) (2011)
Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen, Jun-Geol Baek, Sun-Kyoung Park
Multivariate Control Charts. Commun. Stat. Simul. Comput. 40 (5) (2011)
Hyoung-Gook Kim, Jin Young Kim, Jun-Geol Baek
An integrated music video browsing system for personalized television. Expert Syst. Appl. 38 (1) (2011)
Hyo-Heon Ko, Jihyun Kim, Sung-Shick Kim, Jun-Geol Baek
Dispatching rule for non-identical parallel machines with sequence-dependent setups and quality restrictions. Comput. Ind. Eng. 59 (3) (2010)
Chang Ouk Kim, Ick-Hyun Kwon, Jun-Geol Baek
Asynchronous action-reward learning for nonstationary serial supply chain inventory control. Appl. Intell. 30 (2) (2009)
Chang Ouk Kim, Ick-Hyun Kwon, Jun-Geol Baek
Asynchronous action-reward learning for nonstationary serial supply chain inventory control. Appl. Intell. 28 (1) (2008)
Jun-Geol Baek, Chang Ouk Kim
Learning single-issue negotiation strategies using hierarchical clustering method. Expert Syst. Appl. 32 (2) (2007)
Jun-Geol Baek, Chang Kim, Ick-Hyun Kwon
An Adaptive Inventory Control Model for a Supply Chain with Nonstationary Customer Demands. PRICAI (2006)
Chang Kim, Jun-Geol Baek, Jin Jun
Meta-model Driven Collaborative Object Analysis Process for Production Planning and Scheduling Domain. ICCSA (5) (2006)
Joon Hur, Hongchul Lee, Jun-Geol Baek
An Intelligent Manufacturing Process Diagnosis System Using Hybrid Data Mining. ICDM (2006)
Chang Ouk Kim, Yunsun Park, Jun-Geol Baek
Optimal Signal Control Using Adaptive Dynamic Programming. ICCSA (4) (2005)