no code implementations • 22 Feb 2024 • Ruba Abu Khurma, Esraa Alhenawi, Malik Braik, Fatma A. Hashim, Amit Chhabra, Pedro A. Castillo
These are used in exploration to allow solutions to be found more thoroughly and in relation to a chosen solution than at random.
no code implementations • 21 Feb 2024 • Esra'a Alhenawi, Ruba Abu Khurma, Pedro A. Castillo, Maribel G. Arenas
Text documents must be prepared and represented in a way that is appropriate for the algorithms used for data mining prior to classification.
no code implementations • 21 Feb 2024 • Alaa Alomari, Hossam Faris, Pedro A. Castillo
This research proposes a specialty detection classifier based on a machine learning model to automate the process of detecting the correct specialty for each question and routing it to the correct doctor.
no code implementations • 21 Feb 2024 • Moutaz Alazab, Ruba Abu Khurma, Pedro A. Castillo, Bilal Abu-Salih, Alejandro Martin, David Camacho
This paper proposes an Intrusion Detection System (IDS) employing the Harris Hawks Optimization algorithm (HHO) to optimize Multilayer Perceptron learning by optimizing bias and weight parameters.
no code implementations • 8 Feb 2024 • Pedro A. Castillo, Maribel García Arenas, Nuria Rico, Antonio Miguel Mora, Pablo García-Sánchez, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós
When search methods are being designed it is very important to know which parameters have the greatest influence on the behaviour and performance of the algorithm.
no code implementations • 30 Jan 2024 • Juan Julián Merelo, Pedro A. Castillo, Juan Luis Jiménez Laredo, Antonio M. Mora, Alberto Prieto
In a connected world, spare CPU cycles are up for grabs, if you only make its obtention easy enough.
no code implementations • 30 Jan 2024 • Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio M. Mora, Juan Julián Merelo
In order to check scalability, we perform a threefold experimental evaluation of this model: First, we concentrate on the algorithmic results when the problem scales up to eight nodes in comparison with how it does following the Island model.
no code implementations • 7 Jan 2016 • Juan-J. Merelo, Mario García-Valdez, Pedro A. Castillo, Pablo García-Sánchez, P. de las Cuevas, Nuria Rico
We present such an application for running distributed volunteer-based evolutionary algorithm experiments, and we make a series of measurements to establish the speed of JavaScript in evolutionary algorithms that can serve as a baseline for comparison with other distributed computing experiments.