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

ISBN-13: 9783031297823 / Angielski

Alvaro David Orjuela-Cañón; Jesus Lopez; Julian David Arias-Londoño

Opis

​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.

Spis treści

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.