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Fuzzy granular classifier approach for spam detection

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Al-Quds Open University
Salehi S.; Selamat A.; Kuca K.; Krejcar O.; Sabbah T.
Salehi, Saber (49864420600); Selamat, Ali (24468984100); Kuca, Kamil (9745735500); Krejcar, Ondrej (14719632500); Sabbah, Thabit (54406274100)
49864420600; 24468984100; 9745735500; 14719632500; 54406274100
2017
Journal of Intelligent and Fuzzy Systems
Fuzzy granular classifier approach for spam detection
32
2
1355
1363
IOS Press
UTM-IRDA Digital Media Centre of Excellence, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia; Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia; University of Hradec Kralove, FIM, Center for Basic and Applied Research, Rokitanskeho, Hradec Kralove, Czech Republic; Faculty of Technology and Applied Sciences, Al Quds Open University (QOU), AL-Bireh, Rammallah, Palestine
Salehi S., UTM-IRDA Digital Media Centre of Excellence, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia; Selamat A., UTM-IRDA Digital Media Centre of Excellence, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia, Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia, University of Hradec Kralove, FIM, Center for Basic and Applied Research, Rokitanskeho, Hradec Kralove, Czech Republic; Kuca K., University of Hradec Kralove, FIM, Center for Basic and Applied Research, Rokitanskeho, Hradec Kralove, Czech Republic; Krejcar O., University of Hradec Kralove, FIM, Center for Basic and Applied Research, Rokitanskeho, Hradec Kralove, Czech Republic; Sabbah T., Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia, Faculty of Technology and Applied Sciences, Al Quds Open University (QOU), AL-Bireh, Rammallah, Palestine
A. Selamat; Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia; email: aselamat@utm.my
10
10.3233/JIFS-169133
Granular classifier; Hyperbox geometry of classifiers; K-means clustering algorithm; Membership functions; Particle swarm optimisation; Spam detection
Classification (of information); Electronic mail; Fuzzy sets; Granulation; Information granules; Membership functions; Optimization; Particle swarm optimization (PSO); Particles (particulate matter); Security of data; Granular classifier; Hyperbox geometry of classifiers; K-Means clustering algorithm; Particle swarm optimisation; Spam detection; Clustering algorithms