Research of the efficiency of the reach of fire services to accidents in the City of Kocaeli on the basis of statistical data for the years 2013-2020

Authors

  • Ömer Bora Namli Sakarya University
  • Krzysztof Tyburek Kazimierz Wielki University

DOI:

https://doi.org/10.34767/SIMIS.2022.03.01

Keywords:

Testing Fire Brigade Statistics, WEKA, Fire Brigade Effectiveness, Response Time, computational intelligence, computational model.

Abstract

We use different methods to evalulate performance of our works, and always look for better method to do this. One of the most available methods to measure performance is using statistical datas. To do this, we have to be sure about our datas are sufficient or not and how much we can trust these data sets to measure performance. In this study we will test statistical data sets of Kocaeli Fire Brigade by using WEKA and its algorithms.

References

Namlı, Ömer Bora and Denizhan B. (2020), Fire Brigade Risk Map And Optimization Of Fire Stations Location Planning To Reduce Response Time, International Marmara Sciences Congress (Imascon 2020-Autumn).

Bingöl, B. (2017), Determination Of Forest Fire Risk Areas In Burdur Province Using Geographical Information Systems, Turkish Journal of Forest Science, Vol. 1, no 2, 2017, 169-182.

Sisman, A. (2015), Producing Fire Risk Map and Determinig The Location of Fire Stations Using Location Allocation Analysis, ISITES2015.

GÜNEY, C. O. (2014), Orman Yangınlarında Tutuşma Risk Haritaları ve Kullanma Olanakları, Orman Mühendisliği Dergisi, Yıl:51, Sayı: 4-5-6, 13-18.

Ceyhan E, Ertugay K, Duzgun S. Exploratory and inferential methods for spatiotemporal analysis of residential fire clustering in urban areas. Fire Safety J 2013; 58:226-239.

Erden, T. and Coskun, M. (2010) Multicriteria site selection for fire services: the interaction with analytic hierarchy process and geographic information systems, Natural Hazards and Earth System Sciences, Vol. 10, pp. 212-213.

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Published

2022-12-01

How to Cite

Research of the efficiency of the reach of fire services to accidents in the City of Kocaeli on the basis of statistical data for the years 2013-2020. (2022). Studia I Materiały Informatyki Stosowanej, 14(3), 5-12. https://doi.org/10.34767/SIMIS.2022.03.01