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X-CleLo: intelligent deterministic RFID data and event transformer

Peter Darcy, Bela Stantic, Abdul Sattar
2011 Personal and Ubiquitous Computing  
In this paper, we present X-CleLo, a means to intelligently clean and enhance the dirty data using Clausal Defeasible Logic.  ...  Currently, the problems associated with RFID have been addressed by cleaning algorithms to enhance the data quality.  ...  In this work, we propose X-CleLo (eXtra-CLEan-LOad), an intelligent and deterministic method to enhance the integrity of the RFID observations.  ... 
doi:10.1007/s00779-011-0397-x fatcat:ymvl7nitxbd53fz4qqsvtazlya

X-CleLo: Intelligent Deterministic RFID Data Transformer
english

2010 Proceedings of the 4th International Workshop on RFID Technology - Concepts, Applications, Challenges   unpublished
In this paper, we present X-CleLo, a means to intelligently clean and enhance the dirty data using Clausal Defeasible Logic.  ...  Currently, the problems associated with RFID have been addressed by cleaning algorithms to enhance the data quality.  ...  In this work, we propose X-CleLo (eXtra-CLEan-LOad), an intelligent and deterministic method to enhance the integrity of the RFID observations.  ... 
doi:10.5220/0003015700030012 fatcat:wmhn5med55gfljhgz5qzapjsaa

Intelligent High-Level RFID Event Transformation Utilising Non-Monotonic Reasoning

Peter Darcy, Bela Stantic, Abdul Sattar
2010 2010 International Conference on Computational Intelligence and Software Engineering  
Although there is a wide array of applications which RFID may be applied to, there are several issues that hinder the adoption of the technology into various commercial sectors.  ...  One of these problems is that the data recorded by readers are becoming increasingly difficult to decipher in its raw form resulting in complex spatio-temporal aspects.  ...  METHODOLOGY We propose a concept that utilises an intelligent deterministic methodology to transform low-level raw RFID data into high-level events using Non-Monotonic Reasoning.  ... 
doi:10.1109/wicom.2010.5601081 fatcat:ugamiof5fvbgdj2v7kalbfjsou