Air Traffic Management | Anomaly Detection Adversarial Attacks against Deep-Learning-Based Automatic Dependent Surveillance-Broadcast Unsupervised Anomaly Detection Models in the Context of Air Traffic Management. June 19, 2024
Anomaly Detection | Biomedical Engineering | Medical Device Safety Hybrid Anomaly Detection in Time Series by Combining Kalman Filters and Machine Learning Models. May 11, 2024
Anomaly Detection | Deep Learning | Smart Home Systems (SHS) Unsupervised novelty detection for time series using a deep learning approach. February 15, 2024
Anomaly Detection | Artificial Intelligence | IoT | Machine Learning A Deep Anomaly Detection System for IoT-Based Smart Buildings. December 9, 2023
Anomaly Detection | Computer Science | Data Science A filter-augmented auto-encoder with learnable normalization for robust multivariate time series anomaly detection. December 1, 2023
Anomaly Detection | Deep Learning | Security System Intelligent Complementary Multi-Modal Fusion for Anomaly Surveillance and Security System. November 25, 2023
Anomaly Detection | Data Science | Machine Learning Correlation-Aware Spatial-Temporal Graph Learning for Multivariate Time-Series Anomaly Detection. November 14, 2023
Anomaly Detection | Machine Learning TCF-Trans: Temporal Context Fusion Transformer for Anomaly Detection in Time Series. October 28, 2023
Anomaly Detection | Fault Diagnosis | Mechanical Engineering A New Dual-Input Deep Anomaly Detection Method for Early Faults Warning of Rolling Bearings. September 28, 2023
Anomaly Detection | Electric Power Systems Enhancing anomaly detection in distributed power systems using autoencoder-based federated learning. August 18, 2023
Anomaly Detection | Predictive Maintenance Implementation of a Sequence-to-Sequence Stacked Sparse Long Short-Term Memory Autoencoder for Anomaly Detection on Multivariate Timeseries Data of Industrial Blower Ball Bearing Units. July 29, 2023
Anomaly Detection | Cybersecurity | Industrial Control Systems A Comparative Study of Time Series Anomaly Detection Models for Industrial Control Systems. February 11, 2023