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A Study Of Open-Source Data Mining Tools For Forecasting

This paper described five open-sources Data Mining (DM) tools which are Weka, RapidMiner, KEEL, Orange and Tanagra. The features and functionality of these DM tools can be benefited by educators and researchers. The DM algorithms embedded in the tools can be utilized for forecasting. Weka and RapidM...

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Main Authors: Nurdatillah Hasim, Norhaidah Abu Haris, (UniKL MIIT)
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Published: ACM 2015
Subjects:
Data mining
Tools
Forecasting
Online Access:http://localhost/xmlui/handle/123456789/9728
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id my.unikl.ir-9728
record_format eprints
spelling my.unikl.ir-97282015-06-17T06:56:56Z A Study Of Open-Source Data Mining Tools For Forecasting Nurdatillah Hasim Norhaidah Abu Haris (UniKL MIIT) Data mining Tools Forecasting This paper described five open-sources Data Mining (DM) tools which are Weka, RapidMiner, KEEL, Orange and Tanagra. The features and functionality of these DM tools can be benefited by educators and researchers. The DM algorithms embedded in the tools can be utilized for forecasting. Weka and RapidMiner have most of the desire characteristic for a fully-functional and flexible platform therefore their use can be recommended for most of DM tasks. 2015-03-30T04:33:33Z 2015-03-30T04:33:33Z 2015-01 Nurdatillah Hasim and Norhaidah Abu Haris. 2015. A study of open-source data mining tools for forecasting. In Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication (IMCOM '15). ACM, New York, NY, USA, , Article 79 , 4 pages. DOI=10.1145/2701126.2701152 http://doi.acm.org/10.1145/2701126.2701152 978-1-4503-3377-1 http://localhost/xmlui/handle/123456789/9728 ACM
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
Tools
Forecasting
spellingShingle Data mining
Tools
Forecasting
Nurdatillah Hasim
Norhaidah Abu Haris
(UniKL MIIT)
A Study Of Open-Source Data Mining Tools For Forecasting
description This paper described five open-sources Data Mining (DM) tools which are Weka, RapidMiner, KEEL, Orange and Tanagra. The features and functionality of these DM tools can be benefited by educators and researchers. The DM algorithms embedded in the tools can be utilized for forecasting. Weka and RapidMiner have most of the desire characteristic for a fully-functional and flexible platform therefore their use can be recommended for most of DM tasks.
format
author Nurdatillah Hasim
Norhaidah Abu Haris
(UniKL MIIT)
author_facet Nurdatillah Hasim
Norhaidah Abu Haris
(UniKL MIIT)
author_sort Nurdatillah Hasim
title A Study Of Open-Source Data Mining Tools For Forecasting
title_short A Study Of Open-Source Data Mining Tools For Forecasting
title_full A Study Of Open-Source Data Mining Tools For Forecasting
title_fullStr A Study Of Open-Source Data Mining Tools For Forecasting
title_full_unstemmed A Study Of Open-Source Data Mining Tools For Forecasting
title_sort study of open-source data mining tools for forecasting
publisher ACM
publishDate 2015
url http://localhost/xmlui/handle/123456789/9728
_version_ 1644485131658854400
score 13.214268

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