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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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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
score 13.214268

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