[PDF][PDF] Network Intrusion Detection Based on Feature Selection and Hybrid Metaheuristic Optimization.

R Alkanhel, ESM El-kenawy… - … , Materials & Continua, 2023 - researchgate.net
Applications of internet-of-things (IoT) are increasingly being used in many facets of our
daily life, which results in an enormous volume of data. Cloud computing and fog computing …

[PDF][PDF] Hybrid Dipper Throated and Grey Wolf Optimization for Feature Selection Applied to Life Benchmark Datasets

DS Khafaga, ESM El-kenawy, FK Karim… - CMC-COMPUTERS …, 2023 - cdn.techscience.cn
Selecting the most relevant subset of features from a dataset is a vital step in data mining
and machine learning. Each feature in a dataset has 2n possible subsets, making it …

[PDF][PDF] Hybrid Grey Wolf and Dipper Throated Optimization inNetwork Intrusion Detection Systems

R Alkanhel, DS Khafaga, ESM El-kenawy… - CMC-COMPUTERS …, 2023 - researchgate.net
The Internet of Things (IoT) is a modern approach that enables connection with a wide
variety of devices remotely. Due to the resource constraints and open nature of IoT nodes …

A binary sine cosine-modified whale optimization algorithm for feature selection

MM Eid, ESM El-kenawy… - 2021 National Computing …, 2021 - ieeexplore.ieee.org
The increase of many pillars within the dataset makes it needed to pick the best part of
features. The feature selection approach directly influences the performance of the style in …

[PDF][PDF] Optimization of Electrocardiogram Classification Using Dipper Throated Algorithm and Differential Evolution.

DS Khafaga, ESM El-kenawy, FK Karim… - … , Materials & Continua, 2023 - academia.edu
Electrocardiogram (ECG) signal is a measure of the heart's electrical activity. Recently, ECG
detection and classification have benefited from the use of computer-aided systems by …

[PDF][PDF] Hybrid gray wolf and particle swarm optimization for feature selection

ES El-Kenawy, M Eid - Int. J. Innov. Comput. Inf. Control, 2020 - ijicic.org
The big data comprises a relatively developing area of study which is due to numerous facts
gathered daily and the wishes to be helpful information for use in our day by day life. One of …

[PDF][PDF] A survey on machine learning: concept, algorithms and applications

K Das, RN Behera - International Journal of Innovative Research in …, 2017 - smec.ac.in
Over the past few decades, Machine Learning (ML) has evolved from the endeavour of few
computer enthusiasts exploiting the possibility of computers learning to play games, and a …

[PDF][PDF] Forecasting e-commerce adoption based on bidirectional recurrent neural networks

AA Salamai, AA Ageeli… - Computers, Materials & …, 2022 - cdn.techscience.cn
E-commerce refers to a system that allows individuals to purchase and sell things online.
The primary goal of e-commerce is to offer customers the convenience of not going to a …

[PDF][PDF] Cloud data encryption and authentication based on enhanced Merkle hash tree method.

JS Jayaprakash, K Balasubramanian… - … Materials & Continua, 2022 - cdn.techscience.cn
Many organizations apply cloud computing to store and effectively process data for various
applications. The user uploads the data in the cloud has less security due to the unreliable …

[PDF][PDF] Applications and datasets for superpixel techniques: A survey

A Ibrahim, ESM El-kenawy - Journal of Computer Science and …, 2020 - academia.edu
The use of superpixels instead of pixels can significantly improve the speed of the current
pixel-based algorithms, and can even produce better results in many applications such as …