4.5 Article

Hybrid big bang-big crunch with ant colony optimization for email spam detection

Related references

Note: Only part of the references are listed.
Article Computer Science, Artificial Intelligence

A novel hybrid whale optimization algorithm with flower pollination algorithm for feature selection: Case study Email spam detection

Hekmat Mohammadzadeh et al.

Summary: This article introduces a new hybrid model HWOAFPA, which combines WOA and FPA algorithms to address feature selection problems while utilizing the concept of OBL for population change, improving classification accuracy and convergence speed. Experimental results demonstrate that the proposed method outperforms other metaheuristic algorithms in terms of selection size and accuracy, particularly excelling in accurately detecting email spam.

COMPUTATIONAL INTELLIGENCE (2021)

Article Computer Science, Interdisciplinary Applications

Iterative group-based and difference ranking method for online rating systems with spamming attacks

Quan-Yun Fu et al.

Summary: The IGDR method improves reputation score redistribution by taking into account individual rating characteristics, outperforming the IGR method significantly in real dataset tests.

INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2021)

Article Social Issues

A novel approach for efficient stance detection in online social networks with metaheuristic optimization *

Umit Can et al.

Summary: Social networks have been an important topic in various fields since the 19th and 20th centuries, but with advances in computer technology, traditional networks have evolved into online social networks, introducing new problems and solutions. Researchers are constantly developing new methods or enhancing existing ones to improve the performance of social network analysis.

TECHNOLOGY IN SOCIETY (2021)

Article Telecommunications

COVID-19 pandemic cybersecurity issues

Bernardi Pranggono et al.

Summary: This paper examines cybersecurity issues during the COVID-19 pandemic, highlighting the correlation between the pandemic and increased cyber-attacks, with healthcare organizations being a main target. Practical approaches to reduce cyber-attack risks are provided, emphasizing the importance of implementing comprehensive cybersecurity measures to protect important data and assets.

INTERNET TECHNOLOGY LETTERS (2021)

Article Information Science & Library Science

A feature-centric spam email detection model using diverse supervised machine learning algorithms

Ammara Zamir et al.

ELECTRONIC LIBRARY (2020)

Article Computer Science, Artificial Intelligence

Improved email spam detection model based on support vector machines

Sunday Olusanya Olatunji

NEURAL COMPUTING & APPLICATIONS (2019)

Article Computer Science, Hardware & Architecture

Unsupervised feature learning for spam email filtering

Melvin Diale et al.

COMPUTERS & ELECTRICAL ENGINEERING (2019)

Review Multidisciplinary Sciences

Machine learning for email spam filtering: review, approaches and open research problems

Emmanuel Gbenga Dada et al.

HELIYON (2019)

Article Computer Science, Information Systems

A Comprehensive Survey for Intelligent Spam Email Detection

Asif Karim et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

Hybrid Water Cycle Optimization Algorithm With Simulated Annealing for Spam E-mail Detection

Ghada Al-Rawashdeh et al.

IEEE ACCESS (2019)

Article Engineering, Electrical & Electronic

Email Classification Research Trends: Review and Open Issues

Ghulam Mujtaba et al.

IEEE Access (2017)

Article Computer Science, Information Systems

A novel approach for spam email detection based on shifted binary patterns

Yilmaz Kaya et al.

SECURITY AND COMMUNICATION NETWORKS (2016)

Article Automation & Control Systems

A combined negative selection algorithm-particle swarm optimization for an email spam detection system

Ismaila Idris et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2015)

Article Computer Science, Interdisciplinary Applications

DETERMINISTIC ANTS IN LABYRINTH - INFORMATION GAINED BY MAP SHARING

Janusz Malinowski et al.

INTERNATIONAL JOURNAL OF MODERN PHYSICS C (2013)

Article Computer Science, Interdisciplinary Applications

Size optimization of space trusses using Big Bang-Big Crunch algorithm

A. Kaveh et al.

COMPUTERS & STRUCTURES (2009)

Article Computer Science, Artificial Intelligence

Classification with ant colony optimization

David Martens et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2007)

Article Computer Science, Interdisciplinary Applications

A new optimization method: Big Bang Big Crunch

OK Erol et al.

ADVANCES IN ENGINEERING SOFTWARE (2006)

Article Computer Science, Theory & Methods

MAX-MIN Ant System

T Stützle et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2000)