A review on social spam detection: Challenges, open issues, and future directions

S Rao, AK Verma, T Bhatia - Expert Systems with Applications, 2021 - Elsevier
Abstract Online Social Networks are perpetually evolving and used in plenteous
applications such as content sharing, chatting, making friends/followers, customer …

A comprehensive survey: Whale Optimization Algorithm and its applications

FS Gharehchopogh, H Gholizadeh - Swarm and Evolutionary Computation, 2019 - Elsevier
Abstract Whale Optimization Algorithm (WOA) is an optimization algorithm developed by
Mirjalili and Lewis in 2016. An overview of WOA is described in this paper, rooted from the …

A cost-efficient IoT service placement approach using whale optimization algorithm in fog computing environment

M Ghobaei-Arani, A Shahidinejad - Expert Systems with Applications, 2022 - Elsevier
The rapid development of Internet of Things (IoT)-based applications and the era of 5G
networks has led to an exponential increase in the amount of data required for processing …

An intelligent system for spam detection and identification of the most relevant features based on evolutionary random weight networks

H Faris, AZ Ala'M, AA Heidari, I Aljarah, M Mafarja… - Information …, 2019 - Elsevier
With the incremental use of emails as an essential and popular communication mean over
the Internet, there comes a serious threat that impacts the Internet and the society. This …

An efficient malware detection approach with feature weighting based on Harris Hawks optimization

OA Alzubi, JA Alzubi, AM Al-Zoubi, MA Hassonah… - Cluster …, 2022 - Springer
This paper introduces and tests a novel machine learning approach to detect Android
malware. The proposed approach is composed of Support Vector Machine (SVM) classifier …

Deep learning to filter SMS Spam

PK Roy, JP Singh, S Banerjee - Future Generation Computer Systems, 2020 - Elsevier
The popularity of short message service (SMS) has been growing over the last decade. For
businesses, these text messages are more effective than even emails. This is because while …

BCD-WERT: a novel approach for breast cancer detection using whale optimization based efficient features and extremely randomized tree algorithm

S Abbas, Z Jalil, AR Javed, I Batool, MZ Khan… - PeerJ Computer …, 2021 - peerj.com
Breast cancer is one of the leading causes of death in the current age. It often results in
subpar living conditions for a patient as they have to go through expensive and painful …

Modified multiscale weighted permutation entropy and optimized support vector machine method for rolling bearing fault diagnosis with complex signals

Z Wang, L Yao, G Chen, J Ding - ISA transactions, 2021 - Elsevier
The rolling bearing vibration signals are complex, non-linear, and non-stationary, it is difficult
to extract the sensitive features and diagnose faults by conventional signal processing …

An efficient marine predators algorithm for feature selection

DS Abd Elminaam, A Nabil, SA Ibraheem… - IEEE …, 2021 - ieeexplore.ieee.org
Feature Selection (FS) reduces the number of features by removing unnecessary,
redundant, and noisy information while kee** a relatively decent classification accuracy …

Data poisoning attacks against machine learning algorithms

FA Yerlikaya, Ş Bahtiyar - Expert Systems with Applications, 2022 - Elsevier
For the past decade, machine learning technology has increasingly become popular and it
has been contributing to many areas that have the potential to influence the society …