Verwandte Artikel zu Spatial Co-location Pattern Mining: Concepts and Techniques

Spatial Co-location Pattern Mining: Concepts and Techniques - Softcover

Kiran Kumar, G.; Kavati, Ilaiah

 
9786137381533: Spatial Co-location Pattern Mining: Concepts and Techniques
Softcover
ISBN 10: 6137381536 ISBN 13: 9786137381533
Verlag: LAP LAMBERT Academic Publishing, 2018

Inhaltsangabe

This book explores the concepts of data mining that are extended to spatial data. Spatial data mining is the process to discover interesting and previous unknown, but potentially useful patterns from spatial datasets. Tasks of spatial data mining such as spatial clustering, spatial classification and spatial association are discussed. Three reference models such as reference feature centric model, Window centric model, Event centric model are studied. An integrated approach combining feature centric model and Event centric model is discussed. Mediod based technique and Delaunay triangulation methods are explored to discover colocation patterns.

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Über die Autorin bzw. den Autor

Dr G Kiran Kumar is a Professor of CSE Dept. MLR Institute of Technology, Hyderabad. He obtained his PhD from ANU, India. He is having more than 15 years of experience. His current research is in Data Mining and Big Data.Dr Ilaiah Kavati is a Professor of CSE Dept. Anurag Group of Institutions, Hyderabad. He obtained his PhD from HCU, India.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
6137381536
ISBN 13 
9786137381533
Einband
Taschenbuch
Anzahl der Seiten
120
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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