An ensemble learning method for spam email detection system based on metaheuristic algorithms
In email spam detection, not only different parts and content of emails are important, but also the structural and special features of these emails have effective rule in dimensionality reduction and classifier accuracy. For example,the spammer changes patterns of message for making spam such as wri...
| Main Author: | Behjat, Amir Rajabi |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2015
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/65264/ http://psasir.upm.edu.my/id/eprint/65264/1/FSKTM%202015%2049.pdf |
Similar Items
GA-based feature subset selection in a spam/non-spam detection system
by: Behjat, Amir Rajabi, et al.
Published: (2012)
by: Behjat, Amir Rajabi, et al.
Published: (2012)
Email spam classification based on deep learning methods: A review
by: Tusher, Ekramul Haque, et al.
Published: (2025)
by: Tusher, Ekramul Haque, et al.
Published: (2025)
An ensemble feature selection method to detect web spam
by: Oskouei, Mahdieh Danandeh, et al.
Published: (2018)
by: Oskouei, Mahdieh Danandeh, et al.
Published: (2018)
Evaluation of spam detection and prevention frameworks for email and image spam - a state of art
by: Hayati, Pedram, et al.
Published: (2008)
by: Hayati, Pedram, et al.
Published: (2008)
Factors Involved in Estimating Cost of Email Spam
by: Ridzuan, Farida, et al.
Published: (2010)
by: Ridzuan, Farida, et al.
Published: (2010)
Email spam filtering technique: challenges and solutions
by: Md Yasin, Sharifah, et al.
Published: (2023)
by: Md Yasin, Sharifah, et al.
Published: (2023)
Email spam: A comprehensive review of optimize detection methods, challenges, and open research problems
by: Tusher, Ekramul Haque, et al.
Published: (2024)
by: Tusher, Ekramul Haque, et al.
Published: (2024)
XAIRF-WFP: a novel XAI-based random forest classifier for advanced email spam detection
by: Bouke, Mohamed Aly, et al.
Published: (2024)
by: Bouke, Mohamed Aly, et al.
Published: (2024)
An Experimental Study on Spam Detection Algorithms
by: Singh, Ashutosh Kumar, et al.
Published: (2011)
by: Singh, Ashutosh Kumar, et al.
Published: (2011)
A behavior based algorithm to detect spam bots
by: Zamil, Mohammed Fadhil
Published: (2009)
by: Zamil, Mohammed Fadhil
Published: (2009)
Should we be concerned with spam emails? A look at its impacts and implications
by: Bujang, Yanti Rosmunie, et al.
Published: (2013)
by: Bujang, Yanti Rosmunie, et al.
Published: (2013)
Investigating email users behaviour against spam: a proposed theoretical framework
by: Bujang, Yanti Rosmunie, et al.
Published: (2012)
by: Bujang, Yanti Rosmunie, et al.
Published: (2012)
Multi-classifier classification of spam email on a ubiquitous multi-core architecture
by: Islam, Md., et al.
Published: (2008)
by: Islam, Md., et al.
Published: (2008)
Methods for demoting and detecting Web spam
by: Goh, Kwang Leng
Published: (2013)
by: Goh, Kwang Leng
Published: (2013)
Clustering ensemble learning method based on incremental genetic algorithms
by: Ghaemi, Reza
Published: (2012)
by: Ghaemi, Reza
Published: (2012)
Detecting Duplicate Entry in Email Field using Alliance Rules-based Algorithm
by: Arif, Hanafi, et al.
Published: (2016)
by: Arif, Hanafi, et al.
Published: (2016)
Link-based spam algorithms in adversarial information retrieval
by: Leng, A., et al.
Published: (2012)
by: Leng, A., et al.
Published: (2012)
PMT : opposition based learning technique for enhancing metaheuristic algorithms performance
by: Hammoudeh, S. Alamri
Published: (2020)
by: Hammoudeh, S. Alamri
Published: (2020)
A novel framework for identifying twitter spam data using machine learning algorithms
by: Maziku, Susana Boniphace, et al.
Published: (2020)
by: Maziku, Susana Boniphace, et al.
Published: (2020)
Artificial neural network for spam filtering :classification and analysis of spam and non-spam using multi-layer perceptron through back-propagation learning algorithm and radial basis function network
by: Gan, Swat Ngo
Published: (2004)
by: Gan, Swat Ngo
Published: (2004)
Ensemble deep learning for tuberculosis detection
by: Ahmad Hijazi, Mohd Hanafi, et al.
Published: (2020)
by: Ahmad Hijazi, Mohd Hanafi, et al.
Published: (2020)
Genetic algorithms-based quality of service service selection in cloud computing using multilayer perceptron
by: Mosallanejad, Ahmad, et al.
Published: (2014)
by: Mosallanejad, Ahmad, et al.
Published: (2014)
A new efficient text detection method for image spam filtering
by: Al Muataz, Zubaidah, et al.
Published: (2015)
by: Al Muataz, Zubaidah, et al.
Published: (2015)
Optimal reservoir operation system based on artificial intelligence and metaheuristics algorithms
by: Karim, Sherif Mostafa Hassan Ibrahim
Published: (2023)
by: Karim, Sherif Mostafa Hassan Ibrahim
Published: (2023)
Link-based web spam detection using weight properties
by: Goh, K., et al.
Published: (2014)
by: Goh, K., et al.
Published: (2014)
Toward spam 2.0: an evaluation of web 2.0 anti-spam methods
by: Hayati, Pedram, et al.
Published: (2009)
by: Hayati, Pedram, et al.
Published: (2009)
Comparison of fuzzy integral-fuzzy measure based ensemble algorithms with the state-of-the-art ensemble algorithms
by: Agrawal, Utkarsh, et al.
Published: (2018)
by: Agrawal, Utkarsh, et al.
Published: (2018)
On the exploration and exploitation in popular swarm-based
metaheuristic algorithms
by: Hussain, Kashif, et al.
Published: (2018)
by: Hussain, Kashif, et al.
Published: (2018)
Incorporating weight properties in detection of web spam
by: Goh, Kwang Leng Alex, et al.
Published: (2012)
by: Goh, Kwang Leng Alex, et al.
Published: (2012)
Link analysis algorithms to handle hanging and spam pages
by: Patchmuthu, Ravikumar
Published: (2014)
by: Patchmuthu, Ravikumar
Published: (2014)
Definition of Spam 2.0: New Spamming Boom
by: Hayati, Pedram, et al.
Published: (2010)
by: Hayati, Pedram, et al.
Published: (2010)
Enhancing Classification Algorithms with Metaheuristic Technique
by: Cokro, Nurwinto, et al.
Published: (2024)
by: Cokro, Nurwinto, et al.
Published: (2024)
FPGA implementation of metaheuristic optimization algorithm
by: Nurul Hazlina, Noordin, et al.
Published: (2023)
by: Nurul Hazlina, Noordin, et al.
Published: (2023)
Fpga Implementation Of Metaheuristic Optimization Algorithm
by: Phuah, Soon Eu
Published: (2022)
by: Phuah, Soon Eu
Published: (2022)
Multilayer perceptrons neural network based web spam detection application
by: Goh, K.L., et al.
Published: (2013)
by: Goh, K.L., et al.
Published: (2013)
Machine learning for email filtering and categorising
by: Tan, Kai Qin
Published: (2023)
by: Tan, Kai Qin
Published: (2023)
Travel time prediction using ensemble learning algorithms
by: Li, Xia
Published: (2018)
by: Li, Xia
Published: (2018)
Hybrid Metaheuristic Algorithm and Metaheuristic Performance Measurement for Solving University Course Timetabling Problem
by: Md Sultan, Abu Bakar
Published: (2007)
by: Md Sultan, Abu Bakar
Published: (2007)
A comparative analysis of metaheuristic algorithms in fuzzy modelling for phishing attack detection
by: Noor Syahirah, Nordin, et al.
Published: (2021)
by: Noor Syahirah, Nordin, et al.
Published: (2021)
Iterative group-based and difference ranking method for online rating systems with spamming attacks
by: Fu, Quan-Yun, et al.
Published: (2021)
by: Fu, Quan-Yun, et al.
Published: (2021)
Similar Items
-
GA-based feature subset selection in a spam/non-spam detection system
by: Behjat, Amir Rajabi, et al.
Published: (2012) -
Email spam classification based on deep learning methods: A review
by: Tusher, Ekramul Haque, et al.
Published: (2025) -
An ensemble feature selection method to detect web spam
by: Oskouei, Mahdieh Danandeh, et al.
Published: (2018) -
Evaluation of spam detection and prevention frameworks for email and image spam - a state of art
by: Hayati, Pedram, et al.
Published: (2008) -
Factors Involved in Estimating Cost of Email Spam
by: Ridzuan, Farida, et al.
Published: (2010)