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Hindi Journal of Computer Engineering & Information TechnologyISSN : 2324-9307
Ismaila Idris Author
Subjects of specialization
Affiliation
Data Mining, Software Engineering, Soft Computing, Computational intelligence, Information Retrieval
Department of Cyber Security Science, School of Information Communication Technology, Federal University of Technology, P.M.B 65, Minna, Niger State, Nigeria
Biography
Ismaila Idris received a B.Tech (Hons) in Mathematics\Computer Science from the Federal University of Technology, Minna and M.Sc in Information Security from University of Ilorin in 2002 and 2009 respectively. He received a PhD degree from Universiti of Teknologi Malaysia in 2014. Currently, he is with the Department of Cyber Security Science, Faculty of Information and Communication Technology, Federal University of Technology, Minna. Idris is a member of editorial board of International Journal of Artificial Intelligence and Applications (IJAIA).
Publications
Research Article Subscription
A Swarm Negative Selection Algorithm for Email Spam Detection
Author(s): Ismaila Idris and Ali Selamat
A Swarm Negative Selection Algorithm for Email Spam Detection
The increased nature of email spam with the use of urge mailing tools prompt the need for detector generation to counter the menace of unsolocited email. Detector generation inspired by the human immune system implements particle swarm optimization (PSO) to generate detector in negative selection algorithm (NSA). Outlier detectors are unique features generated by local outlier factor (LOF). The local outlier factor is implemented as fitness function to determine the local best (Pbest) of each candi... view more»
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