Progress in Artificial Intelligence and Pattern Recognition: 7th International Workshop on Artificial Intelligence and Pattern Recognition, Iwaipr 202

ISBN-13: 9783030896904 / Angielski / Miękka / 2021 / 464 str.

Yanio Hernández Heredia; Vladimir Milián Núñez; José Ruiz Shulcloper

Spis treści

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 the context of deep learning-based ID document analysis.- Pattern Recognition and Applications.- Pattern Recognitions Strategies to Classify Traced Neurons.- Evaluation of Hepatic Fibrosis Stages Using the Logical Combinatorial Approach.- A proposal of condition monitoring with missing data and small-magnitude faults in industrial plants.- A proposal of metric for improving remaining useful life prediction in industrial systems.- A fuzzy logic proposal for diagnosis multiple incipient faults in a power transformer.- A robust fault diagnosis strategy in mechanical systems using pythagorean fuzzy sets.- Prediction of Diabetes Mortality in Mexico City applying Data Science.- Balancing of Samples in Class Hierarchy.- Feature Selection with Class Hierarchy for Imbalance Problems.- SVM based EVM for Open Space Problems.-Data drive fuzzy cognitive map for classification problems.- Extracting composite summaries from qualitative data.- A novel initial population construction heuristic for the DINOS subgroup discovery algorithm.- A Survey on the Methods to Determine the Sensitivity of Textual Documents: Solutions and Problems to Solve.- Automatic Classification of Diabetic Foot Ulcers using Computer Vision Techniques.- Biometrics, Image, and Video Analysis.- Image segmentation applied to line separation and determination of GPN2 protein overexpression for its detection in polyacrylamide gels.- Underwater Image Enhancement using Adaptive Algorithms.- Improving the robustness of DCT-based handwritten document image watermarking against JPEG-compression.- Automated System for the Detection of Lung Nodules.- Video and image complexity in Human Action Recognition.- A WIDE 2D MEDIAN FILTER FOR GPU DEVICES.- Medical Image Watermarking with Separable Moments.- Signals Analysis and Processing.- Intra-day population fluxes from mobile phone data in Havana, Cuba.- Semantic Segmentation of Radio-astronomical Images.- Content-based Image Retrieval For Surface Defects Of Hot Rolled Steel Strip Using Wavelet-Based LBP.- Decision rules for radar detection in the moments space with arbitrary correlation degree and constant false alarm rate.- Interpretable diagnosis of ADHD based on wavelet features and logistic regression.- Evaluation of GOI Detectors in EGG Signals Assuming Dfferent Models for the Pulse Length Variability.-