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Meramal Kualiti Air Sungai Menggunakan Kaedah Analisis Diskriminan Dua Kumpulan Berdasarkan Komposisi Alga

Algae are large and diverse group of aquatic plantlike organisms. The algae contain chlorophyll and can manufacture their own food through the process of photosynthesis. They are distributed worldwide throughout the sea, freshwaters, rivers and wetland. The existences of the alga composition have...

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Main Author: Wan Obeng, Sharifah Nasriah
Format: Monograph
Language:English
Published: Universiti Sains Malaysia 2006
Subjects:
T Technology
TK Electrical Engineering. Electronics. Nuclear Engineering
Online Access:http://eprints.usm.my/58738/1/Meramal%20Kualiti%20Air%20Sungai%20Menggunakan%20Kaedah%20Analisis%20Diskriminan%20Dua%20Kumpulan%20Berdasarkan%20Komposisi%20Alga_Sharifah%20Nasriah%20Wan%20Obeng.pdf
http://eprints.usm.my/58738/
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spelling my.usm.eprints.58738 http://eprints.usm.my/58738/ Meramal Kualiti Air Sungai Menggunakan Kaedah Analisis Diskriminan Dua Kumpulan Berdasarkan Komposisi Alga Wan Obeng, Sharifah Nasriah T Technology TK Electrical Engineering. Electronics. Nuclear Engineering Algae are large and diverse group of aquatic plantlike organisms. The algae contain chlorophyll and can manufacture their own food through the process of photosynthesis. They are distributed worldwide throughout the sea, freshwaters, rivers and wetland. The existences of the alga composition have a greater influence to the river’s water in Malaysia. There are several traditional approaches used a long time ago in predicting the river’s water quality but it is time consuming to classify whether the water is clean or polluted. So, we need a smarter way to predict the quality of river’s water accurately and easily based on the alga composition. In this project, the two group discriminant analysis is used to predict the river’s water quality. The results show that the proposed system classifies the river’s water with 94.9% of accuracy. The results obtained prove that the discriminant analysis is suitable and has high capability to be used as intelligent classifier to classify the river’s water quality based on algae composition. As a conclusion, the two group discriminant analysis is one of the smarter ways to predict the quality of the river’s water whether it is clean or polluted accurately based on the alga composition. Universiti Sains Malaysia 2006-05-01 Monograph NonPeerReviewed application/pdf en http://eprints.usm.my/58738/1/Meramal%20Kualiti%20Air%20Sungai%20Menggunakan%20Kaedah%20Analisis%20Diskriminan%20Dua%20Kumpulan%20Berdasarkan%20Komposisi%20Alga_Sharifah%20Nasriah%20Wan%20Obeng.pdf Wan Obeng, Sharifah Nasriah (2006) Meramal Kualiti Air Sungai Menggunakan Kaedah Analisis Diskriminan Dua Kumpulan Berdasarkan Komposisi Alga. Project Report. Universiti Sains Malaysia, Pusat Pengajian Kejuruteraan Elektrik dan Elektronik. (Submitted)
institution Universiti Sains Malaysia
building Hamzah Sendut Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Sains Malaysia
content_source USM Institutional Repository
url_provider http://eprints.usm.my/
language English
topic T Technology
TK Electrical Engineering. Electronics. Nuclear Engineering
spellingShingle T Technology
TK Electrical Engineering. Electronics. Nuclear Engineering
Wan Obeng, Sharifah Nasriah
Meramal Kualiti Air Sungai Menggunakan Kaedah Analisis Diskriminan Dua Kumpulan Berdasarkan Komposisi Alga
description Algae are large and diverse group of aquatic plantlike organisms. The algae contain chlorophyll and can manufacture their own food through the process of photosynthesis. They are distributed worldwide throughout the sea, freshwaters, rivers and wetland. The existences of the alga composition have a greater influence to the river’s water in Malaysia. There are several traditional approaches used a long time ago in predicting the river’s water quality but it is time consuming to classify whether the water is clean or polluted. So, we need a smarter way to predict the quality of river’s water accurately and easily based on the alga composition. In this project, the two group discriminant analysis is used to predict the river’s water quality. The results show that the proposed system classifies the river’s water with 94.9% of accuracy. The results obtained prove that the discriminant analysis is suitable and has high capability to be used as intelligent classifier to classify the river’s water quality based on algae composition. As a conclusion, the two group discriminant analysis is one of the smarter ways to predict the quality of the river’s water whether it is clean or polluted accurately based on the alga composition.
format Monograph
author Wan Obeng, Sharifah Nasriah
author_facet Wan Obeng, Sharifah Nasriah
author_sort Wan Obeng, Sharifah Nasriah
title Meramal Kualiti Air Sungai Menggunakan Kaedah Analisis Diskriminan Dua Kumpulan Berdasarkan Komposisi Alga
title_short Meramal Kualiti Air Sungai Menggunakan Kaedah Analisis Diskriminan Dua Kumpulan Berdasarkan Komposisi Alga
title_full Meramal Kualiti Air Sungai Menggunakan Kaedah Analisis Diskriminan Dua Kumpulan Berdasarkan Komposisi Alga
title_fullStr Meramal Kualiti Air Sungai Menggunakan Kaedah Analisis Diskriminan Dua Kumpulan Berdasarkan Komposisi Alga
title_full_unstemmed Meramal Kualiti Air Sungai Menggunakan Kaedah Analisis Diskriminan Dua Kumpulan Berdasarkan Komposisi Alga
title_sort meramal kualiti air sungai menggunakan kaedah analisis diskriminan dua kumpulan berdasarkan komposisi alga
publisher Universiti Sains Malaysia
publishDate 2006
url http://eprints.usm.my/58738/1/Meramal%20Kualiti%20Air%20Sungai%20Menggunakan%20Kaedah%20Analisis%20Diskriminan%20Dua%20Kumpulan%20Berdasarkan%20Komposisi%20Alga_Sharifah%20Nasriah%20Wan%20Obeng.pdf
http://eprints.usm.my/58738/
_version_ 1768007924418871296
score 13.211869

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