발행물

전체 논문

104

11

Unsupervised fault detection using frequency-wise angular filtering in contaminated vibration signals
백준걸
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 202505

12

Deep Clustering and Regression Ensemble Network for Lot Cycle Time Prediction in Semiconductor Wafer Fabrication
백준걸
IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, 202505

13

Anomaly Detection Framework With Contrastive Learning and Multiview Augmentation for Time-Series Domain Generalization
백준걸
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 202501

14

Production System Maturity Model (PSMM) for Assessing Manufacturing Execution System
백준걸
IEEE ACCESS, 202409

15

Enhancing Long-Term Cloud Workload Forecasting Framework: Anomaly Handling and Ensemble Learning in Multivariate Time Series
백준걸
IEEE TRANSACTIONS ON CLOUD COMPUTING, 202404

16

Fault detection and diagnosis using two-stage attention-based variational LSTM in electrolytic copper manufacturing process
백준걸
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 202311

17

Bagging ensemble-based novel data generation method for univariate time series forecasting
백준걸
EXPERT SYSTEMS WITH APPLICATIONS, 202210

18

Defect Synthesis Using Latent Mapping Adversarial Network for Automated Visual Inspection
백준걸
ELECTRONICS, 202209

19

AGV dispatching algorithm based on deep Q-network in CNC machines environment
백준걸
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 202206

20

Incremental learning using generative-rehearsal strategy for fault detection and classification
백준걸
EXPERT SYSTEMS WITH APPLICATIONS, 202112