Applications of Computational Intelligence

5th IEEE Colombian Conference, ColCACI 2022, Cali, Colombia, July 27¿29, 2022, Revised Selected Papers
Herausgegeben:Orjuela-Cañón, Alvaro David; Lopez, Jesus; Arias-Londoño, Julian David; Figueroa-García, Juan Carlos

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Communications in Computer and Information Science 1746
• Verlag: Springer / Springer Nature Switzerland / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-29782-3
• 1st ed. 2023
• Seitenzahl: 144
• Erscheinungstermin: 31. März 2023
• Englisch
• Abmessung: 235mm x 155mm x 9mm
• Gewicht: 230g
• ISBN-13: 9783031297823
• ISBN-10: 3031297822
• Artikelnr.: 67508133

Inhaltsangabe

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.