Sensor-data Analytics in Cyber Physical Systems - From Husserl to Data Mining

Paul O; Matthew Harker; Chrostoph Gugg

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Paper

Sensor-data Analytics in Cyber Physical Systems - From Husserl to Data Mining

Topics: Decision Support Systems; Pattern Recognition; Reasoning on Sensor Data

In Proceedings of the 4th International Conference on Sensor Networks SENSORNETS - Volume 1, 176-181, 2015 , ESEO, Angers, Loire Valley, France

Authors: Paul O'Leary ; Matthew Harker and Chrostoph Gugg

Affiliation: University of Leoben, Austria

Keyword(s): Data Mining, Inverse Problems, Data Analytics, Phenomenology, Embedded Simulation.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Data Manipulation ; Decision Support Systems ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Methodologies and Methods ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Reasoning on Sensor Data ; Sensor Networks ; Soft Computing ; Software and Architectures

Abstract: This position paper proposes a discussion of the need for a solid philosophical basis for mining sensor-data based on phenomenology. Additionally it is proposed that, when considering cyber physical systems, the solution of inverse problems is a prerequisite if the results are to have physical meaning. A prototype lexical analysis tool for sensor-data is presented and its application to knowledge discovery in large mechatronic systems is demonstrated.

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Paper citation in several formats:

O'Leary, P.; Harker, M. and Gugg, C. (2015). Sensor-data Analytics in Cyber Physical Systems - From Husserl to Data Mining. In Proceedings of the 4th International Conference on Sensor Networks - SENSORNETS; ISBN 978-989-758-086-4; ISSN 2184-4380, SciTePress, pages 176-181. DOI: 10.5220/0005328601760181

@conference{sensornets15,
author={Paul O'Leary. and Matthew Harker. and Chrostoph Gugg.},
title={Sensor-data Analytics in Cyber Physical Systems - From Husserl to Data Mining},
booktitle={Proceedings of the 4th International Conference on Sensor Networks - SENSORNETS},
year={2015},
pages={176-181},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005328601760181},
isbn={978-989-758-086-4},
issn={2184-4380},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Sensor Networks - SENSORNETS
TI - Sensor-data Analytics in Cyber Physical Systems - From Husserl to Data Mining
SN - 978-989-758-086-4
IS - 2184-4380
AU - O'Leary, P.
AU - Harker, M.
AU - Gugg, C.
PY - 2015
SP - 176
EP - 181
DO - 10.5220/0005328601760181
PB - SciTePress