Progress in Artificial Intelligence and Pattern Recognition

Table of Contents

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   Book Overview
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   Chapter 1 Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections
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   Chapter 2 A Machine Learning Based Approach for Estimation of the Lung Affectation Degree in CXR Images of COVID-19 Patients
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   Chapter 3 Deep Neural Network to Detect Gender Violence on Mexican Tweets
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   Chapter 4 Consumer Price Index Forecasting Based on Univariate Time Series and a Deep Neural Network
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   Chapter 5 Application of a Generalized Regression Neural Network to the Estimation of Average Gait Speed
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   Chapter 6 Gait Speed Estimation Based on Artificial Neural Network: Comparison with the Application of the Inverted Pendulum Model
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   Chapter 7 Scalable Generalized Multitarget Linear Regression With Output Dependence Estimation
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   Chapter 8 Covariance Matrix Adaptation Evolution Strategy for Convolutional Neural Network in Text Classification
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    Chapter 9 A Novel Approach for Detection and Location of Cyber-Attacks in Water Distribution Networks
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    Chapter 10 Identification of Non-linear Chemical Systems with Neural Networks
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    Chapter 11 Convolutional Neural Networks as Support Tools for Spinocerebellar Ataxia Detection from Magnetic Resonances
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    Chapter 12 A Hybrid Brain-Computer Interface using Extreme Learning Machines for Motor Intention Detection
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    Chapter 13 Peripheral Nerve Segmentation in Ultrasound Images Using Conditioned U-Net
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    Chapter 14 Assessing the Relationship Between Binarization and OCR in the Context of Deep Learning-Based ID Document Analysis
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    Chapter 15 Pattern Recognition Strategies to Classify Traced Neurons
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    Chapter 16 Evaluation of Hepatic Fibrosis Stages Using the Logical Combinatorial Approach
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    Chapter 17 A Proposal of Condition Monitoring with Missing Data and Small-Magnitude Faults in Industrial Plants
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    Chapter 18 A Proposal of Metric for Improving Remaining Useful Life Prediction in Industrial Systems
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    Chapter 19 A Fuzzy Logic Proposal for Diagnosis Multiple Incipient Faults in a Power Transformer
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    Chapter 20 A Robust Fault Diagnosis Strategy in Mechanical Systems Using Pythagorean Fuzzy Sets
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    Chapter 21 Prediction of Diabetes Mortality in Mexico City Applying Data Science
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    Chapter 22 Balancing of Samples in Class Hierarchy
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    Chapter 23 Feature Selection with Class Hierarchy for Imbalance Problems
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    Chapter 24 SVM Based EVM for Open Space Problems
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    Chapter 25 Data Drive Fuzzy Cognitive Map for Classification Problems
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    Chapter 26 Extracting Composite Summaries from Qualitative Data
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    Chapter 27 A Novel Initial Population Construction Heuristic for the DINOS Subgroup Discovery Algorithm
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    Chapter 28 A Survey on the Methods to Determine the Sensitivity of Textual Documents: Solutions and Problems to Solve
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    Chapter 29 Automatic Classification of Diabetic Foot Ulcers Using Computer Vision Techniques
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    Chapter 30 Image Segmentation Applied to Line Separation and Determination of GPN2 Protein Overexpression for Its Detection in Polyacrylamide Gels
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    Chapter 31 Underwater Image Enhancement Using Adaptive Algorithms
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    Chapter 32 Improving the Robustness of DCT-Based Handwritten Document Image Watermarking Against JPEG-Compression
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    Chapter 33 Automated System for the Detection of Lung Nodules
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    Chapter 34 Video and Image Complexity in Human Action Recognition
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    Chapter 35 A Wide 2D Median Filter for GPU Devices
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    Chapter 36 Medical Image Watermarking with Separable Moments
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    Chapter 37 Intra-day Population Fluxes from Mobile Phone Data in Havana, Cuba
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    Chapter 38 Semantic Segmentation of Radio-Astronomical Images
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    Chapter 39 Content-Based Image Retrieval for Surface Defects of Hot Rolled Steel Strip Using Wavelet-Based LBP
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    Chapter 40 Decision Rules for Radar Detection in the Moments Space with Arbitrary Correlation Degree and Constant False Alarm Rate
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    Chapter 41 Interpretable Diagnosis of ADHD Based on Wavelet Features and Logistic Regression
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    Chapter 42 Evaluation of GOI Detectors in EGG Signals Assuming Different Models for the Pulse Length Variability