Progress in Artificial Intelligence and Pattern Recognition: 7th International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR 202 [Paperback]

This book constitutes the refereed proceedings of the 7th International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR 2021, held in Havana, Cuba, in October 2021. The 42 full papers presented were carefully reviewed and selected from 73 submissions.

The papers promote and disseminate ongoing research on mathematical methods and computing techniques for artificial intelligence and pattern recognition, in particular in bioinformatics, cognitive and humanoid vision, computer vision, image analysis and intelligent data analysis.

Artificial Intelligence, Data Mining and Applications.- Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections.- A Machine Learning Based Approach for Estimation of the Lung Affectation Degree in CXR images of COVID-19 patients.- Deep Neural Network to detect gender violence on Mexican tweets.- Consumer Price Index forecasting based on univariate time series and a deep neural network.- Application of a Generalized Regression Neural Network to the estimation of average gait speed.-Gait speed estimation based on artificial neural network: Comparison with the application of the inverted pendulum model.- Scalable Generalized Multitarget Linear Regression with Output Dependence Estimation.- Covariance Matrix Adaptation Evolution Strategy for Convolutional Neural Network in text classification.- A novel approach for detection and location of cyber-attacks in water distributions networks.- Identification of non-linear chemical systems with neural networks.- Convolutional neural networks as support tools for spinocerebellar ataxia detection from magnetic resonances.- A Hybrid Brain-Computer Interface using Extreme Learning Machines for Motor Intention Detection.- Peripheral nerve segmentation in ultrasoundimages using conditioned U-Net.- Assessing the relationship between binarization and OCR in lcÁ