- author = "Clyde Meli and Zuzana {Kominkova Oplatkova}",
- title = "{SPAM} Detection: Naive {Bayesian} Classification and {RPN} Expression-Based {LGP} Approaches Compared",
- booktitle = "Proceedings of the 5th Computer Science On-line Conference, CSOC 2016, Volume 2",
- year = "2016",
- editor = "Radek Silhavy and Roman Senkerik and Zuzana {Kominkova Oplatkova} and Petr Silhavy and Zdenka Prokopova",
- volume = "465",
- series = "Advances in Intelligent Systems and Computing",
- pages = "399--411",
- month = apr # " 27-30",
- publisher = "Springer",
- keywords = "genetic algorithms, genetic programming, Reverse polish notation, Linear genetic programming",
- isbn13 = "978-3-319-33622-0",
-
DOI = "
doi:10.1007/978-3-319-33622-0_36",
- abstract = "An investigation is performed of a machine learning algorithm and the Bayesian classifier in the spam-filtering context. The paper shows the advantage of the use of Reverse Polish Notation (RPN) expressions with feature extraction compared to the traditional Naive Bayesian classifier used for spam detection assuming the same features. The performance of the two is investigated using a public corpus and a recent private spam collection, concluding that the system based on RPN LGP (Linear Genetic Programming) gave better results compared to two popularly used open source Bayesian spam filters.",
-
notes = "Software Engineering Perspectives and Application in
Intelligent Systems
Preface says held in April 2015, but http://www.allconferences.com/c/5th-computer-science-on-line-conference-2016-csoc-2016-prague-2016-april-27 says Event Date/Time: Apr 27, 2016 End Date/Time: Apr 30, 2016",
