Orjuela-Cañón / Lopez / Arias-Londoño Applications of Computational Intelligence

5th IEEE Colombian Conference, ColCACI 2022, Cali, Colombia, July 27–29, 2022, Revised Selected Papers
1. Auflage 2023
ISBN: 978-3-031-29783-0
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 129 Seiten

Reihe: Computer Science

This book constitutes the refereed proceedings of the 5th IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2022, held in Cali, Colombia during July 27–29, 2022.

The 7 extended papers included in this book were carefully reviewed and selected from 38 submissions. They were organized in topical sections as follows: Design of a segmentation and classification system for seed detection based on pixel intensity thresholds and convolutional neural networks.

Zielgruppe

Research

Autoren/Hrsg.

Orjuela-Cañón, Alvaro David

Lopez, Jesus

Arias-Londoño, Julian David

Figueroa-García, Juan Carlos

Inhaltsverzeichnis

Design of a segmentation and classification system for seed detection based on pixel intensity thresholds and convolutional neural networks.- Classification of Focused Perturbations Using Time-Variant Functional Connectivity with rs-fmri.- Escherichia coli: Analysis of Features for Protein Localization Classification employing Fusion Data.- Artificial Bee Colony-Based Dynamic Sliding Mode Controller for Integrating Processes with Inverse Response and Deadtime.- Optimizing a Dynamic Sliding Mode Controller with Bio-Inspired Methods: A Comparison.- A robust controller based on LAMDA and Smith Predictor applied to a system with dominant time delay.- Recursive neural networks tuned with a genetic algorithm for the prediction of the Bancolombia stock.