Feature selection based nature inspired capuchin search algorithm for solving classification problems

M Braik, A Hammouri, H Alzoubi, A Sheta - Expert Systems with …, 2024 - Elsevier
Identification of the optimal subset of features for Feature Selection (FS) problems is a
demanding problem in machine learning and data mining. A trustworthy optimization …

Amazonian cacao-clone nibs discrimination using NIR spectroscopy coupled to naïve Bayes classifier and a new waveband selection approach

W Castro, M De-la-Torre, H Avila-George… - … Acta Part A: Molecular …, 2022 - Elsevier
Abstract Near-Infrared Spectroscopy (NIRS) has shown to be helpful in the study of rice, tea,
cocoa, and other foods due to its versatility and reduced sample treatment. However, the …

An enhanced binary particle swarm optimization for optimal feature selection in bearing fault diagnosis of electrical machines

CY Lee, TA Le - Ieee Access, 2021 - ieeexplore.ieee.org
This study proposes an effective bearing fault diagnosis model based on an optimized
approach for feature selection. The measured signal of the electric motor is processed by …

[HTML][HTML] Predicting the evolution of pH and total soluble solids during coffee fermentation using near-infrared spectroscopy coupled with chemometrics

V Tirado-Kulieva, C Quijano-Jara… - Current Research in …, 2024 - Elsevier
Currently, coffee fermentation is visually operated, which results in incomplete or excessive
processes and coffees with undesirable characteristics. In front of it, pH and total soluble …

[HTML][HTML] Credibility assessment of financial stock tweets

L Evans, M Owda, K Crockett, AF Vilas - Expert Systems with Applications, 2021 - Elsevier
Social media plays an important role in facilitating conversations and news dissemination.
Specifically, Twitter has recently seen use by investors to facilitate discussions surrounding …

[HTML][HTML] Servicio de clasificación documental multi cliente basado en técnicas de aprendizaje de máquina y Elasticsearch

DS García-Chicangana, CA Cobos-Lozada… - Revista …, 2022 - scielo.org.co
Este artículo presenta un servicio de clasificación documental que permite a los sistemas de
gestión documental de múltiples clientes brindar una mayor confianza y credibilidad sobre …

A Smart Data Ecosystem for the Monitoring of Financial Market Irregularities

L Evans - 2022 - e-space.mmu.ac.uk
Investments made on the stock market depend on timely and credible information being
made available to investors. Such information can be sourced from online news articles …

Servicio de clasificación documental multi cliente basado en técnicas de aprendizaje de máquina y Elasticsearch/Multi-Client Document Classification Service Based …

DS Carcía-Chicangana, CA Cobos-Lozada… - Revista …, 2022 - go.gale.com
Este artículo presenta un servicio de clasificación documental que permite a los sistemas de
gestión documental de múltiples clientes brindar una mayor confianza y credibilidad sobre …