Knowledge Discovery Database (KDD)-Data Mining Application in Transportation

Conference venue:Yogjakarta

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Main Authors: Fauziah Abdul Rahman, Mohammad Ishak Desa, Antoni Wibowo, Norhaidah Abu Haris
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Published: 2014
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Online Access:http://localhost/xmlui/handle/123456789/8130
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Institution: Universiti Kuala Lumpur
id my.unikl.ir-8130
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spelling my.unikl.ir-81302014-10-30T05:09:19Z Knowledge Discovery Database (KDD)-Data Mining Application in Transportation Fauziah Abdul Rahman, Mohammad Ishak Desa Antoni Wibowo, Norhaidah Abu Haris Data Mining Knowledge Discovery Database- Data Mining (KDD-DM) Domain-Driven Data Mining (DDDM) Actionable Knowledge Discovery (AKD) Actionable Knowledge Discovery (AKD) Conference venue:Yogjakarta In this paper, an understanding and a review of data mining (DM) development and its applications in logistics and specifically transportation are highlighted. Even though data mining has been successful in becoming a major component of various business processes and applications, the benefits and real-world expectations are very important to consider. It is also surprising to note that very little is known to date about the usefulness of applying data mining in transport related research. From the literature, the frameworks for carrying out knowledge discovery and data mining have been revised over the years to meet the business expectations. In this paper, we apply CRISP-DM for formulating effective tire maintenance strategy within the context of a Malaysian’s logistics company. The results of applying CRISP-DM for tire maintenance decisions are presented and discussed. 2014-10-30T05:09:19Z 2014-10-30T05:09:19Z 2014-10-30 http://localhost/xmlui/handle/123456789/8130
institution Universiti Kuala Lumpur
building UniKL Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Kuala Lumpur
content_source UniKL Institutional Repository
url_provider http://ir.unikl.edu.my/
topic Data Mining
Knowledge Discovery Database- Data Mining (KDD-DM)
Domain-Driven Data Mining (DDDM)
Actionable Knowledge Discovery (AKD)
Actionable Knowledge Discovery (AKD)
spellingShingle Data Mining
Knowledge Discovery Database- Data Mining (KDD-DM)
Domain-Driven Data Mining (DDDM)
Actionable Knowledge Discovery (AKD)
Actionable Knowledge Discovery (AKD)
Fauziah Abdul Rahman, Mohammad Ishak Desa
Antoni Wibowo, Norhaidah Abu Haris
Knowledge Discovery Database (KDD)-Data Mining Application in Transportation
description Conference venue:Yogjakarta
format
author Fauziah Abdul Rahman, Mohammad Ishak Desa
Antoni Wibowo, Norhaidah Abu Haris
author_facet Fauziah Abdul Rahman, Mohammad Ishak Desa
Antoni Wibowo, Norhaidah Abu Haris
author_sort Fauziah Abdul Rahman, Mohammad Ishak Desa
title Knowledge Discovery Database (KDD)-Data Mining Application in Transportation
title_short Knowledge Discovery Database (KDD)-Data Mining Application in Transportation
title_full Knowledge Discovery Database (KDD)-Data Mining Application in Transportation
title_fullStr Knowledge Discovery Database (KDD)-Data Mining Application in Transportation
title_full_unstemmed Knowledge Discovery Database (KDD)-Data Mining Application in Transportation
title_sort knowledge discovery database (kdd)-data mining application in transportation
publishDate 2014
url http://localhost/xmlui/handle/123456789/8130
_version_ 1644485011694419968