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Ruano-Ordás D, Fdez-Riverola F, R. Méndez J. Using evolutionary computation for discovering spam patterns from e-mail samples. Inf Process Manag 2018. [DOI: 10.1016/j.ipm.2017.12.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Ruano-Ordás D, Fdez-Riverola F, Méndez JR. Concept drift in e-mail datasets: An empirical study with practical implications. Inf Sci (N Y) 2018. [DOI: 10.1016/j.ins.2017.10.049] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Salehi S, Selamat A, Kuca K, Krejcar O, Sabbah T. Fuzzy granular classifier approach for spam detection. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2017. [DOI: 10.3233/jifs-169133] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Saber Salehi
- UTM-IRDA Digital Media Centre of Excellence, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia
| | - Ali Selamat
- 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
| | - Kamil Kuca
- University of Hradec Kralove, FIM, Center for Basic and Applied Research, Rokitanskeho, Hradec Kralove, Czech Republic
| | - Ondrej Krejcar
- University of Hradec Kralove, FIM, Center for Basic and Applied Research, Rokitanskeho, Hradec Kralove, Czech Republic
| | - Thabit Sabbah
- Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia
- Faculty of Technology and Applied Sciences, Al Quds Open University (QOU), AL-Bireh, Rammallah, Palestine
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Idris I, Selamat A. Improved email spam detection model with negative selection algorithm and particle swarm optimization. Appl Soft Comput 2014. [DOI: 10.1016/j.asoc.2014.05.002] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Zhang Y, Wang S, Phillips P, Ji G. Binary PSO with mutation operator for feature selection using decision tree applied to spam detection. Knowl Based Syst 2014. [DOI: 10.1016/j.knosys.2014.03.015] [Citation(s) in RCA: 306] [Impact Index Per Article: 30.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Pérez-Díaz N, Ruano-Ordás D, Méndez JR, Gálvez JF, Fdez-Riverola F. Rough sets for spam filtering: Selecting appropriate decision rules for boundary e-mail classification. Appl Soft Comput 2012. [DOI: 10.1016/j.asoc.2012.05.024] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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