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Authors: Błażej Zyglarski 1 ; Piotr Bała 2 and Jeremi Mizerski 2

Affiliations: 1 Nicolaus Copernicus University, Poland ; 2 Warsaw University, Poland

Keyword(s): Weather Influence, Cardiologic Events, Prediction, Events and Trends Detection, Self Organizing Maps.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Information Systems ; Information Systems Analysis and Specification ; Knowledge Management ; Ontologies and the Semantic Web ; Pattern Recognition and Machine Learning ; Sensor Networks ; Signal Processing ; Society, e-Business and e-Government ; Soft Computing ; Web Information Systems and Technologies

Abstract: This paper presents our recent research on finding correlation between weather events and medical (cardiologic) events and trends. Such correlation is intuitive, however no solid proof exists. Such correlation was investigated, but it most cases it drives to conclusion that differences are visible in large periods of time (like year seasons, winter for example). We are trying to show, that such correlation is visible in much shorter time periods (as couple of days) with unusual weather behaviour). We examine standard statistical methods, advanced events and trend detection methods and neural networks (self organizing maps) usage. We propose basic scenarios for medical events frequency increase prediction, according to weather forecasts.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Zyglarski, B.; Bała, P. and Mizerski, J. (2014). Searching of Correlation of Weather and Cardiologic Events - Computer Methods for Relation Discovery and Events Prediction. In Proceedings of the International Conference on Health Informatics - HEALTHINF, (BIOSTEC 2014) ISBN 978-989-758-010-9; ISSN 2184-4305, pages 529-534. DOI: 10.5220/0004922805290534

@conference{healthinf14,
author={Błażej Zyglarski. and Piotr Bała. and Jeremi Mizerski.},
title={Searching of Correlation of Weather and Cardiologic Events - Computer Methods for Relation Discovery and Events Prediction},
booktitle={Proceedings of the International Conference on Health Informatics - HEALTHINF, (BIOSTEC 2014)},
year={2014},
pages={529-534},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004922805290534},
isbn={978-989-758-010-9},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the International Conference on Health Informatics - HEALTHINF, (BIOSTEC 2014)
TI - Searching of Correlation of Weather and Cardiologic Events - Computer Methods for Relation Discovery and Events Prediction
SN - 978-989-758-010-9
IS - 2184-4305
AU - Zyglarski, B.
AU - Bała, P.
AU - Mizerski, J.
PY - 2014
SP - 529
EP - 534
DO - 10.5220/0004922805290534

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