Learning to See More: Better Bayesian Track Before Detect using Statistical Machine Learning

有组织犯罪是英国国家安全面临的最大威胁之一。国家犯罪局（NCA）的作用是通过扰乱和将那些对英国构成最高风险的严重和有组织的罪犯绳之以法来保护公众。然而，数据量呈指数级增长。因此，有必要与这些专家合作，实现数据处理的自动化，了解这些特征是什么，然后在数据中搜索值得进一步人工分析的实例。对这种数据驱动型智能的需求正在增长。

Organised crime is one of the greatest threats to the UK's national security. The role of the National Crime Agency (NCA) is to protect the public by disrupting and bringing to justice those serious and organised criminals who present the highest risk to the UK. However, the volumes of data are growing exponentially. There is therefore a need to work with these experts to automate the processing of the data, learn what these hallmarks are and then search the data for instances worthy of further human analysis. The need is growing for such data-driven intelligence.