Forecasting algorithm developed from the neuro - Fuzzy system

© Copyright 2015 ACM. Forecasting is the process to estimate the future by analysis the past and present information. In data analysis the accurate forecast results are usually based on the reliable classification algorithm. This paper proposes the new Neuro-Fuzzy algorithm combined with the quadrat...

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Main Authors:	Phichit Napook, Narissara Eiamkanitcaht
Format:	Conference Proceeding
Published:	2018
Subjects:	Computer Science
Online Access:	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84962595972&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/54324
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Institution:	Chiang Mai University

id	th-cmuir.6653943832-54324
record_format	dspace
spelling	th-cmuir.6653943832-543242018-09-04T10:11:50Z Forecasting algorithm developed from the neuro - Fuzzy system Phichit Napook Narissara Eiamkanitcaht Computer Science © Copyright 2015 ACM. Forecasting is the process to estimate the future by analysis the past and present information. In data analysis the accurate forecast results are usually based on the reliable classification algorithm. This paper proposes the new Neuro-Fuzzy algorithm combined with the quadratic function. The classification performance of the propose algorithm is shown by the accuracy of 7 standard datasets from the UCI machine learning repository. The satisfactory classification accuracy is shown in the experiment. The proposed structure can classify by both direct calculation and using rule based classification. The classification structure after training process is easy to apply in any application. 2018-09-04T10:11:50Z 2018-09-04T10:11:50Z 2015-09-07 Conference Proceeding 2-s2.0-84962595972 10.1145/2800835.2800983 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84962595972&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/54324
institution	Chiang Mai University
building	Chiang Mai University Library
country	Thailand
collection	CMU Intellectual Repository
topic	Computer Science
spellingShingle	Computer Science Phichit Napook Narissara Eiamkanitcaht Forecasting algorithm developed from the neuro - Fuzzy system
description	© Copyright 2015 ACM. Forecasting is the process to estimate the future by analysis the past and present information. In data analysis the accurate forecast results are usually based on the reliable classification algorithm. This paper proposes the new Neuro-Fuzzy algorithm combined with the quadratic function. The classification performance of the propose algorithm is shown by the accuracy of 7 standard datasets from the UCI machine learning repository. The satisfactory classification accuracy is shown in the experiment. The proposed structure can classify by both direct calculation and using rule based classification. The classification structure after training process is easy to apply in any application.
format	Conference Proceeding
author	Phichit Napook Narissara Eiamkanitcaht
author_facet	Phichit Napook Narissara Eiamkanitcaht
author_sort	Phichit Napook
title	Forecasting algorithm developed from the neuro - Fuzzy system
title_short	Forecasting algorithm developed from the neuro - Fuzzy system
title_full	Forecasting algorithm developed from the neuro - Fuzzy system
title_fullStr	Forecasting algorithm developed from the neuro - Fuzzy system
title_full_unstemmed	Forecasting algorithm developed from the neuro - Fuzzy system
title_sort	forecasting algorithm developed from the neuro - fuzzy system
publishDate	2018
url	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84962595972&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/54324
_version_	1681424299699732480

Forecasting algorithm developed from the neuro - Fuzzy system

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