Soft Set-Based Decision Making For Patients Suspected Influenza-Like Illness

In previous work, we presented an applicability of soft set theory for decision making of patients suspected influenza. The proposed technique is based on maximal supported objects by parameters. At this stage of the research, results are presented and discussed from a qualitative point of view agai...

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Main Author:	Herawan, Tutut
Format:	Article
Language:	English
Published:	World Scientific Publishing 2010
Subjects:	QA75 Electronic computers. Computer science QC Physics
Online Access:	http://umpir.ump.edu.my/id/eprint/2065/ http://umpir.ump.edu.my/id/eprint/2065/1/Full_Paper_ICMCB_CB_02_Soft_set-based_decision_making_for_patient_suspected_Influenza-Like_Illness-journal-.pdf

id	ump-2065
recordtype	eprints
spelling	ump-20652017-09-14T05:39:03Z http://umpir.ump.edu.my/id/eprint/2065/ Soft Set-Based Decision Making For Patients Suspected Influenza-Like Illness Herawan, Tutut QA75 Electronic computers. Computer science QC Physics In previous work, we presented an applicability of soft set theory for decision making of patients suspected influenza. The proposed technique is based on maximal supported objects by parameters. At this stage of the research, results are presented and discussed from a qualitative point of view against recent soft decision making techniques through an artificial dataset. In this paper, we present an extended application of our soft set-based decision making through a Boolean valued information system from a dataset of patients suspected ILI (Influenza-Like Illness). Using soft set theory and maximal symptoms co-occurences in patients, we explore how soft set-based decision making technique can be used to reduce the number of dispensable symptoms and further make a correct and fast decision. The result of this work can be used for recommendation of decision making based on the clusters decision captured. Finally, this technique may potentially contribute to lowering the complexity of medical decision making without loss of original information. World Scientific Publishing 2010 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/2065/1/Full_Paper_ICMCB_CB_02_Soft_set-based_decision_making_for_patient_suspected_Influenza-Like_Illness-journal-.pdf Herawan, Tutut (2010) Soft Set-Based Decision Making For Patients Suspected Influenza-Like Illness. International Journal of Modern Physics: Conference Series, 1 (1). pp. 1-5. ISSN 2010-1945
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA75 Electronic computers. Computer science QC Physics
spellingShingle	QA75 Electronic computers. Computer science QC Physics Herawan, Tutut Soft Set-Based Decision Making For Patients Suspected Influenza-Like Illness
description	In previous work, we presented an applicability of soft set theory for decision making of patients suspected influenza. The proposed technique is based on maximal supported objects by parameters. At this stage of the research, results are presented and discussed from a qualitative point of view against recent soft decision making techniques through an artificial dataset. In this paper, we present an extended application of our soft set-based decision making through a Boolean valued information system from a dataset of patients suspected ILI (Influenza-Like Illness). Using soft set theory and maximal symptoms co-occurences in patients, we explore how soft set-based decision making technique can be used to reduce the number of dispensable symptoms and further make a correct and fast decision. The result of this work can be used for recommendation of decision making based on the clusters decision captured. Finally, this technique may potentially contribute to lowering the complexity of medical decision making without loss of original information.
format	Article
author	Herawan, Tutut
author_facet	Herawan, Tutut
author_sort	Herawan, Tutut
title	Soft Set-Based Decision Making For Patients Suspected Influenza-Like Illness
title_short	Soft Set-Based Decision Making For Patients Suspected Influenza-Like Illness
title_full	Soft Set-Based Decision Making For Patients Suspected Influenza-Like Illness
title_fullStr	Soft Set-Based Decision Making For Patients Suspected Influenza-Like Illness
title_full_unstemmed	Soft Set-Based Decision Making For Patients Suspected Influenza-Like Illness
title_sort	soft set-based decision making for patients suspected influenza-like illness
publisher	World Scientific Publishing
publishDate	2010
url	http://umpir.ump.edu.my/id/eprint/2065/ http://umpir.ump.edu.my/id/eprint/2065/1/Full_Paper_ICMCB_CB_02_Soft_set-based_decision_making_for_patient_suspected_Influenza-Like_Illness-journal-.pdf
first_indexed	2023-09-18T21:55:34Z
last_indexed	2023-09-18T21:55:34Z
_version_	1777414056132476928

Soft Set-Based Decision Making For Patients Suspected Influenza-Like Illness

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