The winning solution to the AAIA´15 data mining competition: Tagging Firefighter Activities at a Fire Scene

Multi-sensor based classification of professionals´ activities plays a key role in ensuring the success of an his/her goals. In this paper we present the winning solution to the AAIA´15 Tagging Firefighter Activities at a Fire Scene data mining competition. The approach is based on a Random Forest classifier trained on an input data set with almost 5000 features describing the underlying time series of sensory data.