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7th IWAIPR 2021: Havana, Cuba
- Yanio Hernández Heredia
, Vladimir Milián Núñez
Progress in Artificial Intelligence and Pattern Recognition - 7th International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR 2021, Havana, Cuba, October 5-7, 2021, Proceedings. Lecture Notes in Computer Science 13055, Springer 2021, ISBN 978-3-030-89690-4
Artificial Intelligence, Data Mining and Applications
- Marilyn Bello, Yaumara Aguilera, Gonzalo Nápoles
Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections. 3-12 - Eduardo Garea Llano, Hector A. Castellanos-Loaces, Eduardo Martínez-Montes, Evelio R. Gonzalez-Dalmau:
A Machine Learning Based Approach for Estimation of the Lung Affectation Degree in CXR Images of COVID-19 Patients. 13-23 - Grisel Miranda, Roberto Alejo, Carlos Castorena, Eréndira Rendón, Javier Illescas, Vicente García
Deep Neural Network to Detect Gender Violence on Mexican Tweets. 24-32 - Reynaldo Rosado
Consumer Price Index Forecasting Based on Univariate Time Series and a Deep Neural Network. 33-42 - Elías O. García Alvaredo, Gianna Arencibia Castellanos, Fidel Ernesto Hernández Montero, Tania Y. Aznielle Rodríguez:
Application of a Generalized Regression Neural Network to the Estimation of Average Gait Speed. 43-51 - Gianna Arencibia Castellanos, Fidel Ernesto Hernández Montero, Tania Y. Aznielle Rodríguez:
Gait Speed Estimation Based on Artificial Neural Network: Comparison with the Application of the Inverted Pendulum Model. 52-59 - Julio Camejo Corona, Héctor R. Gonzalez, Carlos Morell:
Scalable Generalized Multitarget Linear Regression With Output Dependence Estimation. 60-68 - Orlando Grabiel Toledano-López
Covariance Matrix Adaptation Evolution Strategy for Convolutional Neural Network in Text Classification. 69-78 - Claudia Rodríguez Martínez
A Novel Approach for Detection and Location of Cyber-Attacks in Water Distribution Networks. 79-90 - Reynold Alejandro Oramas Rodríguez
Identification of Non-linear Chemical Systems with Neural Networks. 91-102 - Robin Cabeza-Ruiz
Convolutional Neural Networks as Support Tools for Spinocerebellar Ataxia Detection from Magnetic Resonances. 103-114 - Ramón Osmany Ramírez Tasé, Denis Delisle Rodríguez, Oluwarotimi Williams Samuel, Alberto López Delis:
A Hybrid Brain-Computer Interface using Extreme Learning Machines for Motor Intention Detection. 115-123 - Harold Mauricio Díaz-Vargas
Peripheral Nerve Segmentation in Ultrasound Images Using Conditioned U-Net. 124-133 - Rubén Sánchez-Rivero
Assessing the Relationship Between Binarization and OCR in the Context of Deep Learning-Based ID Document Analysis. 134-144
Pattern Recognition and Applications
- José Daniel López-Cabrera
Pattern Recognition Strategies to Classify Traced Neurons. 147-157 - Nathalie Alemán-García, Martha R. Ortiz-Posadas
Evaluation of Hepatic Fibrosis Stages Using the Logical Combinatorial Approach. 158-166 - José Manuel Bernal de Lázaro
A Proposal of Condition Monitoring with Missing Data and Small-Magnitude Faults in Industrial Plants. 167-176 - Adriana Villalón-Falcón
A Proposal of Metric for Improving Remaining Useful Life Prediction in Industrial Systems. 177-186 - Juan Carlos Fernández Blanco
A Fuzzy Logic Proposal for Diagnosis Multiple Incipient Faults in a Power Transformer. 187-198 - Adrián Rodríguez Ramos, José Luis Verdegay Galdeano, Orestes Llanes-Santiago
A Robust Fault Diagnosis Strategy in Mechanical Systems Using Pythagorean Fuzzy Sets. 199-210 - Joaquín Pérez Ortega
Prediction of Diabetes Mortality in Mexico City Applying Data Science. 211-218 - Shuhei Aoki, Mineichi Kudo
Balancing of Samples in Class Hierarchy. 219-228 - Tomoya Horio, Mineichi Kudo
Feature Selection with Class Hierarchy for Imbalance Problems. 229-238 - Yasuyuki Kaneko, Mineichi Kudo
SVM Based EVM for Open Space Problems. 239-248 - Jairo A. Lefebre-Lobaina, María M. García:
Data Drive Fuzzy Cognitive Map for Classification Problems. 249-259 - Carlos R. Rodríguez Rodríguez
Extracting Composite Summaries from Qualitative Data. 260-269 - Lisandra Bravo Ilisástigui
A Novel Initial Population Construction Heuristic for the DINOS Subgroup Discovery Algorithm. 270-279 - Saturnino Job Morales Escobar
A Survey on the Methods to Determine the Sensitivity of Textual Documents: Solutions and Problems to Solve. 280-289 - José Daniel López-Cabrera
Automatic Classification of Diabetic Foot Ulcers Using Computer Vision Techniques. 290-299
Biometrics, Image, and Video Analysis
- Jorge Mateo Juárez
Image Segmentation Applied to Line Separation and Determination of GPN2 Protein Overexpression for Its Detection in Polyacrylamide Gels. 303-315 - Shaneer Luchman, Serestina Viriri:
Underwater Image Enhancement Using Adaptive Algorithms. 316-326 - Ernesto Avila-Domenech
Improving the Robustness of DCT-Based Handwritten Document Image Watermarking Against JPEG-Compression. 327-336 - E. Martinez-Machado, Marlén Pérez-Díaz
Automated System for the Detection of Lung Nodules. 337-348 - Andrea Burgos-Madrigal
Video and Image Complexity in Human Action Recognition. 349-359 - Maikel Salas Zaldivar:
A Wide 2D Median Filter for GPU Devices. 360-369 - Yenner J. Díaz Núñez
Medical Image Watermarking with Separable Moments. 370-379
Signals Analysis and Processing
- Milton García-Borroto, Orlando Martínez-Durive
Intra-day Population Fluxes from Mobile Phone Data in Havana, Cuba. 383-392 - Carmelo Pino
Semantic Segmentation of Radio-Astronomical Images. 393-403 - Fatma Zohra Boudani, Nafaa Nacereddine
Content-Based Image Retrieval for Surface Defects of Hot Rolled Steel Strip Using Wavelet-Based LBP. 404-413 - Camilo Guillén
Decision Rules for Radar Detection in the Moments Space with Arbitrary Correlation Degree and Constant False Alarm Rate. 414-423 - Julián D. Pastrana-Cortes
Interpretable Diagnosis of ADHD Based on Wavelet Features and Logistic Regression. 424-433 - Carlos A. Ferrer-Riesgo
Evaluation of GOI Detectors in EGG Signals Assuming Different Models for the Pulse Length Variability. 434-443
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