Key risk factors for Polish State Fire Service: A Data Mining Competition at Knowledge Pit

Author

Janusz, Andrzej ; Krasuski, Adam ; Stawicki, Sebastian ; Rosiak, Mariusz ; Slezak, Dominik ; Hung Son Nguyen

Author_Institution

Inst. of Math., Univ. of Warsaw, Warsaw, Poland

fYear

2014

fDate

7-10 Sept. 2014

Firstpage

345

Lastpage

354

Abstract

In this paper we summarize AAIA´14 Data Mining Competition: Key risk factors for Polish State Fire Service which was held between February 3, 2014 and May 5, 2014 at the Knowledge Pit platform http://challenge.mimuw.edu.pl/. We describe the scope and background of this competition and we explain in details the evaluation procedure. We also briefly overview the results of this analytical challenge, showing the way in which those results can be beneficial to one of our other projects which is related to the problem of improving firefighter safety at a fire scene. Finally, we reveal some technical details regarding the architecture and functionalities of the Knowledge Pit competition platform, which we are developing in order to facilitate solving of practical problems that require advanced data analytics.

Keywords

data analysis; data mining; emergency services; Polish state fire service; data analytics; data mining competition; firefighter safety; knowledge pit platform; Calendars; Context; Data mining; Databases; Fires; Lead; Training data; EWID system; attribute selection; data mining competition; risk factors;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Science and Information Systems (FedCSIS), 2014 Federated Conference on

Conference_Location

Warsaw

Type

conf

DOI

10.15439/2014F507

Filename

6933036