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Applications of Computational Intelligence de Alvaro David Orjuela-Cañón

Applications of Computational Intelligence: Communications in Computer and Information Science

Editat de Alvaro David Orjuela-Cañón, Jesus A Lopez, Julián David Arias-Londoño
en Limba Engleză Paperback – 18 noi 2023
​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. 
 


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Specificații

ISBN-13: 9783031484148
ISBN-10: 3031484142
Pagini: 184
Ilustrații: X, 174 p. 70 illus., 62 illus. in color.
Dimensiuni: 155 x 235 x 11 mm
Greutate: 0.29 kg
Ediția:1st edition 2024
Editura: Springer
Seria Communications in Computer and Information Science

Locul publicării:Cham, Switzerland

Cuprins

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.