Slawek at 20:41, 30 September 2016

2016-09-30T20:41:30Z

SlawekBot: Created page with "
== Do not edit this section ==
{{PublicationSetupTemplate|Author=Antanas Verikas, Kerstin Malmqvist, Marija Bacauskiene, Arunas Lipnickas |P..."

2014-03-13T11:49:43Z

Created page with "<div style='display: none'> == Do not edit this section == </div> {{PublicationSetupTemplate|Author=Antanas Verikas, Kerstin Malmqvist, Marija Bacauskiene, Arunas Lipnickas |P..."

New page

<div style='display: none'>
== Do not edit this section ==
</div>
{{PublicationSetupTemplate|Author=Antanas Verikas, Kerstin Malmqvist, Marija Bacauskiene, Arunas Lipnickas
|PID=544872
|Name=Verikas, Antanas [av] (Högskolan i Halmstad [2804], Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) [3905], Halmstad Embedded and Intelligent Systems Research (EIS) [3938]);Malmqvist, Kerstin [kermalx] (Högskolan i Halmstad [2804], Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) [3905], Halmstad Embedded and Intelligent Systems Research (EIS) [3938]);Bacauskiene, Marija (Kaunas University of Technology, Kaunas, Lithuania);Lipnickas, Arunas (Kaunas University of Technology, Kaunas, Lithuania)
|Title=Soft fusion of neural classifiers
|PublicationType=Conference Paper
|ContentType=Refereegranskat
|Language=eng
|Journal=
|JournalISSN=
|Status=
|Volume=
|Issue=
|HostPublication=ICONIP'98 : The Fifth International Conference on Neural Information Processing, jointly with JNNS'98, the 1998 annual conference of the Japanese Neural Network Society : Kitakyushu, Japan, October 21-23, 1998 : proceedings, Volume 1
|Conference=5th International Conference on Neural Information Processing (ICONIP 98) / 1998 Annual Conference of the Japanese-Neural-Network-Society (JNNS 98), Kitakyushu, Japan, Oct. 21-23, 1998
|StartPage=195
|EndPage=198
|Year=1998
|Edition=
|Pages=
|City=Burke, VA
|Publisher=IOS Press
|Series=
|SeriesISSN=
|ISBN=4-274-90259-5
|Urls=
|ISRN=
|DOI=
|ISI=000079630400044
|PMID=
|ScopusId=
|NBN=urn:nbn:se:hh:diva-18804
|LocalId=
|ArchiveNumber=
|Keywords=classification;multiple networks;fuzzy integral;fusion
|Categories=Teknik och teknologier (2)
|ResearchSubjects=
|Projects=
|Notes=
|Abstract=<p>This paper presents three schemes for soft fusion of outputs of multiple neural classifiers. The weights assigned to classifiers or groups of them are data dependent. The first scheme performs linear combination of outputs of classifiers and, in fact, is the BADD defuzzification strategy. The second approach involves calculation of fuzzy integrals. The last scheme performs weighted averaging with data dependent weights. An empirical evaluation using widely accessible data sets substantiates the validity of the approaches with data dependent weights compared to various existing combination schemes of multiple classifiers. The majority rule, combination by averaging, the weighted averaging, the Borda count, and the fuzzy integral have been used for the comparison.</p>
|Opponents=
|Supervisors=
|Examiners=
|Patent=
|ThesisLevel=
|Credits=
|Programme=
|Subject=
|Uppsok=
|DefencePlace=
|DefenceLanguage=
|DefenceDate=
|CreatedDate=2012-06-25
|PublicationDate=2012-08-16
|LastUpdated=2014-02-26
|diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:544872}}
<div style='display: none'>

== Keep all hand-made modifications below ==
</div>{{PublicationDisplayTemplate}}

@@ Line 4: / Line 4: @@
 {{PublicationSetupTemplate|Author=Antanas Verikas, Kerstin Malmqvist, Marija Bacauskiene, Arunas Lipnickas
 |PID=544872
-|Name=Verikas, Antanas [av] (Högskolan i Halmstad [2804], Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) [3905], Halmstad Embedded and Intelligent Systems Research (EIS) [3938]);Malmqvist, Kerstin [kermalx] (Högskolan i Halmstad [2804], Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) [3905], Halmstad Embedded and Intelligent Systems Research (EIS) [3938]);Bacauskiene, Marija (Kaunas University of Technology, Kaunas, Lithuania);Lipnickas, Arunas (Kaunas University of Technology, Kaunas, Lithuania)
+|Name=Verikas, Antanas (av) (0000-0003-2185-8973) (Högskolan i Halmstad (2804), Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) (3905), Halmstad Embedded and Intelligent Systems Research (EIS) (3938));Malmqvist, Kerstin (kermalx) (Högskolan i Halmstad (2804), Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) (3905), Halmstad Embedded and Intelligent Systems Research (EIS) (3938));Bacauskiene, Marija (Kaunas University of Technology, Kaunas, Lithuania);Lipnickas, Arunas (Kaunas University of Technology, Kaunas, Lithuania)
 |Title=Soft fusion of neural classifiers
 |PublicationType=Conference Paper
@@ Line 55: / Line 55: @@
 |CreatedDate=2012-06-25
 |PublicationDate=2012-08-16
-|LastUpdated=2014-02-26
+|LastUpdated=2014-11-10
 |diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:544872}}
 <div style='display: none'>

Publications:Soft fusion of neural classifiers - Revision history

Slawek at 20:41, 30 September 2016

SlawekBot: Created page with " == Do not edit this section == {{PublicationSetupTemplate|Author=Antanas Verikas, Kerstin Malmqvist, Marija Bacauskiene, Arunas Lipnickas |P..."

SlawekBot: Created page with "
== Do not edit this section ==
{{PublicationSetupTemplate|Author=Antanas Verikas, Kerstin Malmqvist, Marija Bacauskiene, Arunas Lipnickas |P..."