TY - GEN
T1 - Tagging firefighter activities at the emergency scene
T2 - Federated Conference on Computer Science and Information Systems, FedCSIS 2015
AU - Meina, Michał
AU - Janusz, Andrzej
AU - Rykaczewski, Krzysztof
AU - ͆lęzak, Dominik
AU - Celmer, Bartosz
AU - Krasuski, Adam
N1 - Publisher Copyright:
© 2015, IEEE.
PY - 2015
Y1 - 2015
N2 - In this paper, we summarize AAIA'15 data mining competition: Tagging Firefighter Activities at a Fire Scene, which was held between March 9 and July 6, 2015. We describe the scope and background of the competition. We also reveal details regarding the data set used in the competition, which was collected and tagged specifically for the purpose of this data challenge. We explain the data acquisition process which involved using a body sensor network system consisting of several inertial measurement units and a physiological data sensor. Finally, we briefly discuss submitted results with respect to their possible real-life application in our decision support system.
AB - In this paper, we summarize AAIA'15 data mining competition: Tagging Firefighter Activities at a Fire Scene, which was held between March 9 and July 6, 2015. We describe the scope and background of the competition. We also reveal details regarding the data set used in the competition, which was collected and tagged specifically for the purpose of this data challenge. We explain the data acquisition process which involved using a body sensor network system consisting of several inertial measurement units and a physiological data sensor. Finally, we briefly discuss submitted results with respect to their possible real-life application in our decision support system.
UR - http://www.scopus.com/inward/record.url?scp=84958092682&partnerID=8YFLogxK
U2 - 10.15439/2015F426
DO - 10.15439/2015F426
M3 - Conference contribution
AN - SCOPUS:84958092682
T3 - Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, FedCSIS 2015
SP - 367
EP - 373
BT - Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, FedCSIS 2015
A2 - Paprzycki, Marcin
A2 - Maciaszek, Leszek
A2 - Ganzha, Maria
A2 - Maciaszek, Leszek
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 13 September 2015 through 16 September 2015
ER -