The rapid evolution of technology has led to the generation of high dimensional data
streams in a wide range of fields, such as genomics, signal processing, and finance. The …

Urban anomalies may result in loss of life or property if not handled properly. Automatically
alerting anomalies in their early stage or even predicting anomalies before happening is of …

Traffic anomalies, such as traffic accidents and unexpected crowd gathering, may endanger
public safety if not handled timely. Detecting traffic anomalies in their early stage can benefit …

Urban anomalies, such as abnormal movements of crowds and accidents, may result in loss
of life or property if not handled properly. It would be of great value for governments if …

Urban anomalies such as the abnormal flow of crowds and traffic accidents could result in
loss of life or property if not handled properly. Detecting urban anomalies at the early stage …

Video anomaly detection (VAD) refers to identifying abnormal events in the surveillance
video. Typically, reconstruction based video anomaly detection techniques employ …

Understanding shopper behaviour is one of the keys to success for retailers. In particular, it
is necessary that managers know which retail attributes are important to which shoppers and …

Anomaly detection is a critical task in ensuring the security and safety of infrastructure and
individuals in smart environments. This paper provides a comprehensive analysis of recent …

Anomaly detection is an important issue in various research fields. An uncommon trajectory
or gathering of people in a specific area might correspond to a special event such as a …

Determining anomalies in data streams that are collected and transformed from various
types of networks has recently attracted significant research interest. Principal component …