Security monitoring is one subdomain of cybersecurity which aims to guarantee the safety of
systems, continuously monitoring unusual events. The development of Internet Of Things …

In this demo, we introduce Exathlon-a new benchmarking platform for explainable anomaly
detection over high-dimensional time series. We designed Exathlon to support data …

Time series analytics is a fundamental prerequisite for decision-making as well as
automation and occurs in several applications such as energy load control, weather …

Time series data are an ubiquitous and important data source in many domains. Most
companies and organizations rely on this data for critical tasks like decision-making …

The problem of disaggregating the household electricity demand into appliance-level
consumption is considered. A deep neural network, based on the long short term memory …

Abstract (EN) The ability of generating precise numerical forecasts is important to successful
Enterprises in order to prepare themselves for undetermined future developments. For Utility …