Applications of Computational Intelligence

5th IEEE Colombian Conference, ColCACI 2022, Cali, Colombia, July 27-29, 2022, Revised Selected Papers
1. Auflage 2023
ISBN: 978-3-031-29782-3
Verlag: Springer

Buch, Englisch, Band 1746, 129 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 230 g

Reihe: Communications in Computer and Information 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

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

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.