Rice yield classification using Backpropagation Network

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Main Authors:	Puteh, Saad, Nor Khairah, Jamaludin, Siti Sakira, Kamrudin, Aryati, Bakri, Nursalasawati, Rusli
Format:	Article
Language:	English
Published:	Penerbit Universiti Utara Malaysia 2009
Subjects:	Backpropagation network Classification Rice yield Pests Diseases Weeds Neural networks (Computer science) Computer programming Back propagation
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/6973
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-6973
record_format	dspace
spelling	my.unimap-69732009-08-18T02:10:22Z Rice yield classification using Backpropagation Network Puteh, Saad Nor Khairah, Jamaludin Siti Sakira, Kamrudin Aryati, Bakri Nursalasawati, Rusli Backpropagation network Classification Rice yield Pests Diseases Weeds Neural networks (Computer science) Computer programming Back propagation Link to publisher's homepage at www.jict.uum.edu.my Among factors that affect rice yield area are diseases, pests and weeds. It is intractable to model the correlation between plant diseases, pests and weeds on the amount of rice yield statistically and mathematically. In this study, a backpropagation network (BPN) is developed to classify rice yield based on the aforementioned factors in MUDA irrigation area Malaysia. The result of this study showns that BPN is able to classify the rice yield to a deviation of 0.03. 2009-08-18T02:10:21Z 2009-08-18T02:10:21Z 2004 Article Journal of ICT, vol.3(1), 2004, pages 67-81. http://hdl.handle.net/123456789/6973 en Penerbit Universiti Utara Malaysia Fakulti Teknologi Maklumat
institution	Universiti Malaysia Perlis
building	UniMAP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Perlis
content_source	UniMAP Library Digital Repository
url_provider	http://dspace.unimap.edu.my/
language	English
topic	Backpropagation network Classification Rice yield Pests Diseases Weeds Neural networks (Computer science) Computer programming Back propagation
spellingShingle	Backpropagation network Classification Rice yield Pests Diseases Weeds Neural networks (Computer science) Computer programming Back propagation Puteh, Saad Nor Khairah, Jamaludin Siti Sakira, Kamrudin Aryati, Bakri Nursalasawati, Rusli Rice yield classification using Backpropagation Network
description	Link to publisher's homepage at www.jict.uum.edu.my
format	Article
author	Puteh, Saad Nor Khairah, Jamaludin Siti Sakira, Kamrudin Aryati, Bakri Nursalasawati, Rusli
author_facet	Puteh, Saad Nor Khairah, Jamaludin Siti Sakira, Kamrudin Aryati, Bakri Nursalasawati, Rusli
author_sort	Puteh, Saad
title	Rice yield classification using Backpropagation Network
title_short	Rice yield classification using Backpropagation Network
title_full	Rice yield classification using Backpropagation Network
title_fullStr	Rice yield classification using Backpropagation Network
title_full_unstemmed	Rice yield classification using Backpropagation Network
title_sort	rice yield classification using backpropagation network
publisher	Penerbit Universiti Utara Malaysia
publishDate	2009
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/6973
_version_	1643788621799489536

Rice yield classification using Backpropagation Network

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