Jun-Geol Baek - RankMe

60 papers A* 2B 1Journal 30Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	CROSS: Contrastive Representation Learning for Optimal Source-to-Source Transfer Learning. ICAIIC Seunghwan Song, Joo-Hyuk Oh, Jun-Geol Baek
2026	J	`jnl`	Switch ON/OFF learning of one-dimensional convolutional neural network and one-dimensional generative adversarial network for fault detection. J. Intell. Manuf. Seunghwan Song, Kyuchang Chang, Cheolsoon Park, Jun-Geol Baek
2025	J	`jnl`	AW-CES: adaptively weighted-cumulative error scoring for autoencoder-based anomaly detection on unlabeled data. Int. J. Data Sci. Anal. Cheolsoon Park, Seunghwan Song, Jun-Geol Baek
2025	J	`jnl`	Anomaly Detection Framework With Contrastive Learning and Multiview Augmentation for Time-Series Domain Generalization. IEEE Trans. Instrum. Meas. Yeseul Lee, Seunghwan Song, Kwan-Yong Park, Byoung-Mo Koo, Jun-Geol Baek
2025	J	`jnl`	Autonomous PID Tuning: Two-Phase Reinforcement Learning Through Adversarial Imitation Learning Under Imperfect Demonstrations. IEEE Trans Autom. Sci. Eng. Gon Kim, Kyuchang Chang, Yunseon Byun, Jun-Geol Baek
2025	—	`conf`	Cyclic Pattern-Based Anomaly Detection in Smart Manufacturing Systems using Contrastive Learning. ICAIIC Wonhwa Choi, Jun-Geol Baek
2025	—	`conf`	DHR-CLIP: Dynamic High-Resolution Object-Agnostic Prompt Learning for Zero-shot Anomaly Segmentation. ICAIIC Jiyul Ham, Jun-Geol Baek
2025	—	`conf`	Decomposed Degradation Pattern Alignment for Domain Adaptation in Machine Remaining Useful Life Prediction. ICAIIC Byoung-Mo Koo, Yunseon Byun, Jun-Geol Baek
2025	J	`jnl`	Memory augmented coherent probabilistic forecasts for hierarchically related time series. Neurocomputing Junyong Lee, Yunseon Byun, Byoung-Mo Koo, Jun-Geol Baek
2025	J	`jnl`	Quality boost of tabular data synthesis using interpolative cumulative distribution function decoding and type-specific conditioner. Neurocomputing Seungchan Roh, Seunghwan Song, Kwan-Yong Park, Byoung-Mo Koo, Jun-Geol Baek
2025	J	`jnl`	Unsupervised fault detection using frequency-wise angular filtering in contaminated vibration signals. Int. J. Prod. Res. Yunseon Byun, Daeju Maeng, Jun-Geol Baek
2024	—	`conf`	DSP R-CNN: Direct Set Prediction Region with CNN features. ICAIIC Kwanyong Park, Jun-Geol Baek
2024	J	`jnl`	Enhancing Long-Term Cloud Workload Forecasting Framework: Anomaly Handling and Ensemble Learning in Multivariate Time Series. IEEE Trans. Cloud Comput. Yeong-Min Kim, Seunghwan Song, Byoung-Mo Koo, Jeena Son, Yeseul Lee, Jun-Geol Baek
2024	J	`jnl`	GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection. CoRR Jiyul Ham, Yonggon Jung, Jun-Geol Baek
2024	—	`conf`	Human Understanding from Lifelog Data via Mobile Sensors Using a GRU Network with Attention Mechanism. ICTC Jiyul Ham, Yoonji Ha, Keonhyeok Yoo, Jun-Geol Baek
2024	—	`conf`	Patch-Based Time-Series Anomaly Detection with Cross-Variable Attention. ICAIIC Jeena Son, Seunghwan Song, Jun-Geol Baek
2024	J	`jnl`	Production System Maturity Model (PSMM) for Assessing Manufacturing Execution System. IEEE Access Dae-Jung Ahn, Changdong Jun, Seunghwan Song, Jun-Geol Baek
2024	—	`conf`	Reinforcement Learning for Time Series Data with Partially Labeled Anomalies. ICAIIC Kio Yun, Jun-Geol Baek
2023	—	`conf`	Interaction-based Fault Detection and Classification Using Randomly Masked 1D Convolutional Neural Network. ICAIIC Jueun Kim, Seunghwan Song, Woo Young Hwang, Jun-Geol Baek
2023	—	`conf`	Multivariate Time Series Anomaly Detection via Temporal Encoder with Normalizing Flow. ICAIIC Jiwon Moon, Seunghwan Song, Jun-Geol Baek
2023	—	`conf`	Representation Learning for Wafer Pattern Recognition in Semiconductor Manufacturing Process. ICAIIC Seunghwan Song, Jun-Geol Baek
2023	—	`conf`	TFE-NET: Time and Feature focus Embedding Network for Multivariate-to-Multivariate Time Series Forecasting. ICAIIC Seungchan Roh, Yonggon Jung, Jun-Geol Baek
2023	—	`conf`	Time Series Anomaly Detection Using Contrastive Learning based One-Class Classification. ICAIIC Yeseul Lee, Yunseon Byun, Jun-Geol Baek
2022	J	`jnl`	AGV dispatching algorithm based on deep Q-network in CNC machines environment. Int. J. Comput. Integr. Manuf. Kyuchang Chang, Seung Hwan Park, Jun-Geol Baek
2022	J	`jnl`	Bagging ensemble-based novel data generation method for univariate time series forecasting. Expert Syst. Appl. Donghwan Kim, Jun-Geol Baek
2022	—	`conf`	Defect Information Synthesis via Latent Mapping Adversarial Networks. ICAIIC Seunghwan Song, Jun-Geol Baek
2022	—	`conf`	Image Synthesis with Single-type Patterns for Mixed-type Pattern Recognition on Wafer Bin Maps. ICAIIC Yunseon Byun, Jun-Geol Baek
2022	—	`conf`	Similarity-based Local Feature Extraction for Wafer Bin Map Pattern Recognition. ICAIIC Jieun Kim, Jun-Geol Baek
2021	J	`jnl`	A reinforcement learning approach to distribution-free capacity allocation for sea cargo revenue management. Inf. Sci. Dong-Wook Seo, Kyuchang Chang, Taesu Cheong, Jun-Geol Baek
2021	J	`jnl`	Anomaly Detection Using Signal Segmentation and One-Class Classification in Diffusion Process of Semiconductor Manufacturing. Sensors Kyuchang Chang, Youngji Yoo, Jun-Geol Baek
2021	J	`jnl`	Incremental learning using generative-rehearsal strategy for fault detection and classification. Expert Syst. Appl. Subin Lee, Kyuchang Chang, Jun-Geol Baek
2020	—	`conf`	Mixed Pattern Recognition Methodology on Wafer Maps with Pre-trained Convolutional Neural Networks. ICAART (2) Yunseon Byun, Jun-Geol Baek
2020	—	`conf`	New Anomaly Detection in Semiconductor Manufacturing Process using Oversampling Method. ICAART (2) Seunghwan Song, Jun-Geol Baek
2020	J	`jnl`	Random-forest-based real-time contrasts control chart using adaptive breakpoints with symbolic aggregate approximation. Expert Syst. Appl. In-Seok Lee, Seung Hwan Park, Jun-Geol Baek
2020	J	`jnl`	SSDTW: Shape segment dynamic time warping. Expert Syst. Appl. Jae Yeol Hong, Seung Hwan Park, Jun-Geol Baek
2019	—	`conf`	Generative Pseudorehearsal Strategy for Fault Classification Under an Incremental Learning. CSE/EUC Subin Lee, Jun-Geol Baek
2019	J	`jnl`	Oversampling method using outlier detectable generative adversarial network. Expert Syst. Appl. Joo-Hyuk Oh, Jae Yeol Hong, Jun-Geol Baek
2019	A*	`conf`	SAX Breakpoints for Random Forest Based Real-Time Contrast Control Chart. AAAI In-Seok Lee, Jun-Geol Baek
2019	—	`conf`	Segmented Dynamic Time Warping Based Signal Pattern Classification. CSE/EUC Jae Yeol Hong, Seung Hwan Park, Jun-Geol Baek
2019	—	`conf`	Univiariate Signal Preprocessing Methodology for Fault Detection in Semiconductor Manufacturing Process. CSE/EUC Kyuchang Chang, Jun-Geol Baek
2017	J	`jnl`	Real-time contrasts control chart using random forests with weighted voting. Expert Syst. Appl. Seongwon Jang, Seung Hwan Park, Jun-Geol Baek
2017	—	`conf`	Solving the Singularity Problem of Semiconductor Process Signal Using Improved Dynamic Time Warping. ICSC Jae Yeol Hong, Seung Hwan Park, Jun-Geol Baek
2017	—	`conf`	Various Type of Wavelet Filters on Time Series Forecasting. ICSC Keun-Tae Park, Jun-Geol Baek
2014	J	`jnl`	Density weighted support vector data description. Expert Syst. Appl. Myungraee Cha, Jun-Seok Kim, Jun-Geol Baek
2013	J	`jnl`	Algorithm learning based neural network integrating feature selection and classification. Expert Syst. Appl. Hyunsoo Yoon, Cheong-Sool Park, Jun-Seok Kim, Jun-Geol Baek
2013	—	`conf`	Data Mining Approaches for Packaging Yield Prediction in the Post-fabrication Process. BigData Congress Seung Hwan Park, Cheong-Sool Park, Jun-Seok Kim, Sung-Shick Kim, Jun-Geol Baek, Daewoong An
2013	—	`conf`	Point and Interval Estimation Method for Auto-regressive Model with Nonnormal Error. BigData Congress Bo Mi Lim, Jongwoo Kim, Sung-Shick Kim, Jun-Geol Baek
2012	J	`jnl`	Advanced semiconductor fabrication process control using dual filter exponentially weighted moving average. J. Intell. Manuf. Hyo-Heon Ko, Jihyun Kim, Sang-Hoon Park, Jun-Geol Baek, Sung-Shick Kim
2011	J	`jnl`	An integrated music video browsing system for personalized television. Expert Syst. Appl. Hyoung-Gook Kim, Jin Young Kim, Jun-Geol Baek
2011	J	`jnl`	Bootstrap-Based Commun. Stat. Simul. Comput. Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen, Jun-Geol Baek, Sun-Kyoung Park
2011	J	`jnl`	Intelligent adaptive process control using dynamic deadband for semiconductor manufacturing. Expert Syst. Appl. Hyo-Heon Ko, Jun-Seok Kim, Jihyun Kim, Jun-Geol Baek, Sung-Shick Kim
2011	J	`jnl`	Spline regression based feature extraction for semiconductor process fault detection using support vector machine. Expert Syst. Appl. Jonghyuck Park, Ick-Hyun Kwon, Sung-Shick Kim, Jun-Geol Baek
2010	J	`jnl`	Dispatching rule for non-identical parallel machines with sequence-dependent setups and quality restrictions. Comput. Ind. Eng. Hyo-Heon Ko, Jihyun Kim, Sung-Shick Kim, Jun-Geol Baek
2009	J	`jnl`	Asynchronous action-reward learning for nonstationary serial supply chain inventory control. Appl. Intell. Chang Ouk Kim, Ick-Hyun Kwon, Jun-Geol Baek
2008	J	`jnl`	Asynchronous action-reward learning for nonstationary serial supply chain inventory control. Appl. Intell. Chang Ouk Kim, Ick-Hyun Kwon, Jun-Geol Baek
2007	J	`jnl`	Learning single-issue negotiation strategies using hierarchical clustering method. Expert Syst. Appl. Jun-Geol Baek, Chang Ouk Kim
2006	B	`conf`	An Adaptive Inventory Control Model for a Supply Chain with Nonstationary Customer Demands. PRICAI Jun-Geol Baek, Chang Kim, Ick-Hyun Kwon
2006	A*	`conf`	An Intelligent Manufacturing Process Diagnosis System Using Hybrid Data Mining. ICDM Joon Hur, Hongchul Lee, Jun-Geol Baek
2006	—	`conf`	Meta-model Driven Collaborative Object Analysis Process for Production Planning and Scheduling Domain. ICCSA (5) Chang Kim, Jun-Geol Baek, Jin Jun
2005	—	`conf`	Optimal Signal Control Using Adaptive Dynamic Programming. ICCSA (4) Chang Ouk Kim, Yunsun Park, Jun-Geol Baek