X-CleLo: Intelligent Deterministic RFID Data Transformer

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Title X-CleLo: Intelligent Deterministic RFID Data Transformer
Author Darcy, Peter John; Stantic, Bela; Sattar, Abdul
Publication Title Proceedings of the 4th International Workshop on RFID Technology - Concepts, Applications, Challenges - IWRT 2010
Editor Quan Z. Sheng, Aikaterini Mitrokotsa, Sherali Zeadally, Zakaria Maamar
Year Published 2010
Place of publication Portugal
Publisher SciTePress
Abstract Recently, passive Radio Frequency Identification (RFID) systems have received an exponential amount of attention as researchers have worked tirelessly to implement a stable and reliable system. Unfortunately, despite vast improvements in the quality of RFID technology, a significant amount of erroneous data is still captured in the system. Currently, the problems associated with RFID have been addressed by cleaning algorithms to enhance the data quality. In this paper, we present X-CleLo, a means to intelligently clean and enhance the dirty data using Clausal Defeasible Logic. The extensive experimental study we have conducted has shown that the X-CleLo method has several advantages against a currently utilised cleaning technique and achieves a higher cleaning rate.
Peer Reviewed Yes
Published Yes
Publisher URI http://www.iceis.org/iceis2010/Workshops/iwrt/iwrt2010-cfp.htm
Copyright Statement Copyright 2010 ScitePress. The attached file is reproduced here in accordance with the copyright policy of the publisher. Please refer to the conference's website for access to the definitive, published version.
ISBN 978-989-8425-11-9
Conference name 4th International Workshop on RFID Technology - Concepts, Applications, Challenges - IWRT 2010
Location Funchal, Madeira, Portugal
Date From 2010-06-08
Date To 2010-06-12
URI http://hdl.handle.net/10072/37729
Date Accessioned 2011-01-31
Language en_US
Research Centre Institute for Integrated and Intelligent Systems
Faculty Faculty of Science, Environment, Engineering and Technology
Subject Data Format
Publication Type Conference Publications (Full Written Paper - Refereed)
Publication Type Code e1

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