PARTICLE SWARM CLASSIFIER FOR FUZZY DATA SETS

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SHAHRAKI HADI; ZAHIRI SEYED HAMID

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND SIGNAL PROCESSING (AISP)
Year:2015 | Issue:1

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Information Seminar Paper

Title

PARTICLE SWARM CLASSIFIER FOR FUZZY DATA SETS

Author(s)

SHAHRAKI HADI | ZAHIRI SEYED HAMID | Issue Writer Certificate

Keywords

CLASSIFICATION

FUZZY DATA SET

PARTICLE SWARM CLASSIFIER

UNCERTAIN DATA

Abstract

IN THIS PAPER A PARTICLE SWARM CLASSIFIER IS PROPOSED TO CLASSIFY FUZZY DATA SETS. THIS CLASSIFIER IS ABLE TO FIND THE DECISION HYPERPLANES BETWEEN DIFFERENT CLASSES WITH FUZZY SAMPLES. THE PERFORMANCE OF THE PROPOSED CLASSIFIER HAS BEEN TESTED ON VARIOUS FUZZY DATA SETS. THE EXPERIMENTAL RESULTS SHOW THAT OUR PROPOSED CLASSIFIER IS ABLE TO CLASSIFY FUZZY DATA SETS AS OTHER COMMON UNCERTAIN DATA CLASSIFIERS. ALSO THE RESULTS OBTAINED FROM CLASSIFYING SOME CRISP DATA SETS SHOW THE POWERFULNESS OF OUR PROPOSED CLASSIFIER FOR CRISP DATA SETS IS SAME AS THE TRADITIONAL PARTICLE SWARM CLASSIFIER. ...

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APA: Copy

SHAHRAKI, HADI, & ZAHIRI, SEYED HAMID. (2015). PARTICLE SWARM CLASSIFIER FOR FUZZY DATA SETS. INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND SIGNAL PROCESSING (AISP). SID. https://sid.ir/paper/927449/en

Vancouver: Copy

SHAHRAKI HADI, ZAHIRI SEYED HAMID. PARTICLE SWARM CLASSIFIER FOR FUZZY DATA SETS. 2015. Available from: https://sid.ir/paper/927449/en

IEEE: Copy

HADI SHAHRAKI, and SEYED HAMID ZAHIRI, “PARTICLE SWARM CLASSIFIER FOR FUZZY DATA SETS,” presented at the INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND SIGNAL PROCESSING (AISP). 2015, [Online]. Available: https://sid.ir/paper/927449/en

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