?This book constitutes the refereed proceedings of the 6th IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2023, held in Bogota, Colombia during July 2023.
A total of 11 full papers were carefully reviewed and selected from 42 submissions. They were organized in topical sections as follows: ?Biomedical Applications, Biological Applications, Engineering Applications.
Biomedical Applications.- A Transfer Learning Scheme for COVID-19
Diagnosis from Chest X-Ray Images using Gradient-weighted Class Activation
Mapping.- On the Comparison of Multilayer Perceptron and Extreme Learning
Machine for Pedaling Recognition using EEG.- Self-supervised deep-learning
segmentation of corneal endothelium specular microscopy images.- Tuberculosis
Drug Discovery Estimation Process by Using Machine and Deep Learning
Models.- Biological Applications.- A Robust Hybrid Control Approach tuned by
PSO for Long-Time Delay Nonlinear Chemical Processes.- Feature selection of
the spectral signature of cocoa bean based on visible and near-infrared
spectroscopy for cadmium estimation.- On the use of Deep Learning Models for
Automatic Animal Classification of Native Species in the Amazon.- Engineering
Applications.- Intra-day Electricity Price Forecasting Based on a
Time2Vec-LSTM Model.- Radio Frequency Pattern Matching Subscriber Location
in 5G Networks.- Robotic Arm based on Artificial Intelligence for Learning
Braille as an Inclusive Tool in Educational Environments.- Spatial shrinkage
prior: A probabilistic approach to model for categorical variables with many
levels.
