During the last couple of years, chaotic, turbulent, and rapidly changing environments in which we live work have become new normal (Ahlstrom et al., 2020). Exploding technological developments, COVID-19 pandemic, caused people to suffer from loneliness other health social issues, ecological disasters climate change, geopolitical conflicts wars disrupt our lives at an ever-increasing pace bread...

This paper aims to address the problem of modelling video behaviour captured in surveillance videos for the applications of online normal behaviour recognition and anomaly detection. A novel framework is developed for automatic behaviour profiling and online anomaly sampling/detection without any manual labelling of the training dataset. The framework consists of the following key components: (...

While a mature body of work supports the study rewriting systems, abstract tools for Probabilistic Rewriting are still limited. In this paper we question uniqueness result (unique limit distribution), and develop set proof techniques to analyze compare reduction strategies. The goal is have support operational analysis probabilistic calculi (such as lambda-calculi) where evaluation allows diffe...