Applications of Computational Intelligence - 5th IEEE Colombian Conference, ColCACI 2022, Cali, Colombia, July 27-29, 2022, Revised Selected Papers

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.

List of contents

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.

Product details

• Assisted by: Julian David Arias-Londoño (Editor), Julian David Arias-Londoño et al (Editor), Juan Carlos Figueroa-García (Editor), Jesus Lopez (Editor), Alvaro David Orjuela-Cañón (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 31.03.2023
• EAN: 9783031297823
• ISBN: 978-3-0-3129782-3
• No. of pages: 129
• Dimensions: 155 mm x 8 mm x 235 mm
• Illustrations: XI, 129 p. 81 illus., 65 illus. in color.
• Series: Communications in Computer and Information Science
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > IT