Autocalibration of Outlier Threshold with Autoencoder Mean Probability Score

• Main Authors: Alampay, Raphael B, Abu, Patricia Angela R
• Format: text
• Published: Archīum Ateneo 2019
• Subjects: Computing methodologies; Machine learning; Machine learning approaches; Neural networks; Computer Sciences
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/190; https://dl.acm.org/doi/abs/10.1145/3375959.3375978
• Institution: Ateneo De Manila University

Anomaly detection is a widely studied field in computer science with applications ranging from intrusion and fraud detection, medical diagnosis and quality assurance in manufacturing. The underlying premise is that an anomaly is an observation that doesn't conform to what is considered to be no...