Cover Image

Backpropagation algorithm for rice yield prediction

Organized by Oita University, 28th - 30th January 2004 at Beppu, Oita, Japan.

Saved in:
Bibliographic Details
Main Authors: Puteh, Saad, Mohamed Rizon, Mohamed Juhari, Nor Khairah, Jamaludin, Siti Sakira, Kamarudin, Aryati, Bakri, Nursalasawati, Rusli
Format: Working Paper
Language:English
Published: Oita University 2009
Subjects:
BP
Rice yield prediction
Improved unit range
Rice yield
Neural networks (Computer science)
Back propagation
Algorithms
Computer programming
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/6424
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.unimap-6424
record_format dspace
spelling my.unimap-64242009-09-04T03:11:20Z Backpropagation algorithm for rice yield prediction Puteh, Saad Mohamed Rizon, Mohamed Juhari Nor Khairah, Jamaludin Siti Sakira, Kamarudin Aryati, Bakri Nursalasawati, Rusli BP Rice yield prediction Improved unit range Rice yield Neural networks (Computer science) Back propagation Algorithms Computer programming Organized by Oita University, 28th - 30th January 2004 at Beppu, Oita, Japan. Parameters that affect rice yield are many, for instance diseases, pests and weeds. Statistical or mathematical model is unable to describe the correlation between plant diseases, pests and weeds on the amount of rice yield. In this study, a Backpropogation (BP) algorithm is utilized to develop a neural network model to predict rice yield based on the aforementioned factors in MUDA irrigation area, Malaysia. The result of this study shows that the BP algorithm is able to predict the rice yield to a deviation of less than 0.21. 2009-07-10T07:55:28Z 2009-07-10T07:55:28Z 2004-01-28 Working Paper p.148-151 http://hdl.handle.net/123456789/6424 en Proceedings of the 9th International Symposium on Artificial Life and Robotics (AROB 9th '04) Oita University
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 BP
Rice yield prediction
Improved unit range
Rice yield
Neural networks (Computer science)
Back propagation
Algorithms
Computer programming
spellingShingle BP
Rice yield prediction
Improved unit range
Rice yield
Neural networks (Computer science)
Back propagation
Algorithms
Computer programming
Puteh, Saad
Mohamed Rizon, Mohamed Juhari
Nor Khairah, Jamaludin
Siti Sakira, Kamarudin
Aryati, Bakri
Nursalasawati, Rusli
Backpropagation algorithm for rice yield prediction
description Organized by Oita University, 28th - 30th January 2004 at Beppu, Oita, Japan.
format Working Paper
author Puteh, Saad
Mohamed Rizon, Mohamed Juhari
Nor Khairah, Jamaludin
Siti Sakira, Kamarudin
Aryati, Bakri
Nursalasawati, Rusli
author_facet Puteh, Saad
Mohamed Rizon, Mohamed Juhari
Nor Khairah, Jamaludin
Siti Sakira, Kamarudin
Aryati, Bakri
Nursalasawati, Rusli
author_sort Puteh, Saad
title Backpropagation algorithm for rice yield prediction
title_short Backpropagation algorithm for rice yield prediction
title_full Backpropagation algorithm for rice yield prediction
title_fullStr Backpropagation algorithm for rice yield prediction
title_full_unstemmed Backpropagation algorithm for rice yield prediction
title_sort backpropagation algorithm for rice yield prediction
publisher Oita University
publishDate 2009
url http://dspace.unimap.edu.my/xmlui/handle/123456789/6424
_version_ 1643788512550453248
score 13.214268

Similar Items