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Smart Cities: An Anomaly Detection in Wireless Sensor Network - Softcover

Shah, Hitesh; Jain, Raj

 
9783330039384: Smart Cities: An Anomaly Detection in Wireless Sensor Network
Softcover
ISBN 10: 3330039388 ISBN 13: 9783330039384
Verlag: LAP LAMBERT Academic Publishing, 2017

Inhaltsangabe

This book offers strong emphasis on case study of smart environment based on real time data. We analyzed and found the level of different air pollution elements to detect the unhealthy or anomalous locations based on Air Quality Index (AQI). Machine learning framework namely Neural Network, Neuro-fuzzy method and Support Vector Machines for both binary and multi class problems has been used for anomalous location detection form pollution database. Simulation results using MATLAB show that Machine learning techniques are reliable in terms of accuracy and calculation time for smart environment.

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Über die Autorin bzw. den Autor

Dr.Hitesh Shah,a Professor & Head,EC Department of G H Patel College of Engineering & Technology,Vallabh Vidyanagar,Gujarat.He holds Ph.D. and M.Tech degrees from IITDelhi, IITRoorkee respectively. His teaching and research stints span of 19 years at this college.His current research interests in Machine Learning and its applications.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
3330039388
ISBN 13 
9783330039384
Einband
Taschenbuch
Anzahl der Seiten
60
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
SIA OmniScriptum Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
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Lettland