Quality boost of tabular data synthesis using interpolative cumulative distribution function decoding and type-specific conditioner

AW-CES: adaptively weighted-cumulative error scoring for autoencoder-based anomaly detection on unlabeled data

Deep Clustering and Regression Ensemble Network for Lot Cycle Time Prediction in Semiconductor Wafer Fabrication

Switch ON/OFF learning of one-dimensional convolutional neural network and one-dimensional generative adversarial network for fault detection

Unsupervised fault detection using frequency-wise angular filtering in contaminated vibration signals

Anomaly Detection Framework with Contrastive Learning and Multi-view Augmentation for Time Series Domain Generalization

Production System Maturity Model (PSMM) for Assessing Manufacturing Execution System

Enhancing Long-Term Cloud Workload Forecasting Framework: Anomaly Handling and Ensemble Learning in Multivariate Time Series

Fault detection and diagnosis using two-stage attention-based variational LSTM in electrolytic copper manufacturing process

Bagging ensemble-based novel data generation method for univariate time series forecasting