A novel bio-inspired optimization algorithm design for wind power engineering applications time-series forecasting

FK Karim, DS Khafaga, MM Eid, SK Towfek… - Biomimetics, 2023 - mdpi.com
Wind patterns can change due to climate change, causing more storms, hurricanes, and
quiet spells. These changes can dramatically affect wind power system performance and …

Novel meta-heuristic algorithm for feature selection, unconstrained functions and engineering problems

ESM El-Kenawy, S Mirjalili, F Alassery, YD Zhang… - IEEE …, 2022 - ieeexplore.ieee.org
This paper proposes a Sine Cosine hybrid optimization algorithm with Modified Whale
Optimization Algorithm (SCMWOA). The goal is to leverage the strengths of WOA and SCA …

Classification of monkeypox images based on transfer learning and the Al-Biruni Earth Radius Optimization algorithm

AA Abdelhamid, ESM El-Kenawy, N Khodadadi… - Mathematics, 2022 - mdpi.com
The world is still trying to recover from the devastation caused by the wide spread of COVID-
19, and now the monkeypox virus threatens becoming a worldwide pandemic. Although the …

[PDF][PDF] Al-Biruni Earth Radius (BER) Metaheuristic Search Optimization Algorithm.

ESM El-Kenawy, AA Abdelhamid, A Ibrahim… - Comput. Syst. Sci …, 2023 - researchgate.net
Metaheuristic optimization algorithms present an effective method for solving several
optimization problems from various types of applications and fields. Several metaheuristics …

[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] Adaptive dynamic dipper throated optimization for feature selection in medical data

G Atteia, ESM El-kenawy, NA Samee… - … Materials & Continua, 2023 - cdn.techscience.cn
The rapid population growth results in a crucial problem in the early detection of diseases in
medical research. Among all the cancers unveiled, breast cancer is considered the second …

A recommendation system for electric vehicles users based on restricted Boltzmann machine and waterwheel plant algorithms

A Ibrahim, ESM El-Kenawy, MM Eid… - IEEE …, 2023 - ieeexplore.ieee.org
Ensuring reliable and easily accessible charging infrastructure becomes crucial as more
people adopt electric vehicles. This study introduces a recommendation system designed to …

[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 …

Meta-heuristic optimization of LSTM-based deep network for boosting the prediction of monkeypox cases

MM Eid, ESM El-Kenawy, N Khodadadi, S Mirjalili… - Mathematics, 2022 - mdpi.com
Recent technologies such as artificial intelligence, machine learning, and big data are
essential for supporting healthcare monitoring systems, particularly for monitoring …

[PDF][PDF] Al-Biruni Based Optimization of Rainfall Forecasting in Ethiopia.

ESM El-Kenawy, AA Abdelhamid… - … Systems Science & …, 2023 - researchgate.net
Rainfall plays a significant role in managing the water level in the reservoir. The
unpredictable amount of rainfall due to the climate change can cause either overflow or dry …