Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications : 24th Iberoamerican Congress, CIARP 2019, Havana, Cuba, October 28-31, 2019, Proceedings

This book constitutes the refereed conference proceedings of the 24rd Iberoamerican Congress on Pattern Recognition, CIARP 2019, held in Havana, Cuba, in October 2019. The 70 papers presented were carefully reviewed and selected from 128 submissions. The papers are organized in topical sections named: Data Mining: Natural Language Processing and Text Mining; Image Analysis and Retrieval; Machine Learning and Neural Networks; Mathematical Theory of Pattern Recognition; Pattern Recognition and Applications; Signals Analysis and Processing; Speech Recognition; Video Analysis. Front Matter ....Pages i-xx Front Matter ....Pages 1-1 Incremental Learning of People Identities (Federico Bartoli, Federico Pernici, Matteo Bruni, Alberto Del Bimbo)....Pages 3-15 Case-Based Reasoning – Methods, Techniques, and Applications (Petra Perner)....Pages 16-30 Foveated Vision for Deepface Recognition (Souad Khellat-Kihel, Andrea Lagorio, Massimo Tistarelli)....Pages 31-41 Representation Learning for Underdefined Tasks (Jean-François Bonastre)....Pages 42-47 Front Matter ....Pages 49-49 Applying Self-attention for Stance Classification (Margarita Bugueño, Marcelo Mendoza)....Pages 51-61 Applying OWA Operator in the Semantic Processing for Automatic Keyphrase Extraction (Manuel Barreiro-Guerrero, Alfredo Simón-Cuevas, Yamel Pérez-Guadarrama, Francisco P. Romero, José A. Olivas)....Pages 62-71 Brazilian Presidential Elections in the Era of Misinformation: A Machine Learning Approach to Analyse Fake News (Jairo L. Alves, Leila Weitzel, Paulo Quaresma, Carlos E. Cardoso, Luan Cunha)....Pages 72-84 Improved Document Filtering by Multilevel Term Relations (Adrian Fonseca Bruzón, Aurelio López-López, José E. Medina Pagola)....Pages 85-95 TSTM: A Model to Predict Topics’ Popularity in News Providers (Mario Alfonso Prado-Romero, Alessandro Celi, Giovanni Stilo, Alex Coto-Santiesteban)....Pages 96-106 Meta-learning of Text Classification Tasks (Jorge G. Madrid, Hugo Jair Escalante)....Pages 107-119 Portuguese POS Tagging Using BLSTM Without Handcrafted Features (Rômulo César Costa de Sousa, Hélio Lopes)....Pages 120-130 A Binary Variational Autoencoder for Hashing (Francisco Mena, Ricardo Ñanculef)....Pages 131-141 Prototypes Generation from Multi-label Datasets Based on Granular Computing (Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello)....Pages 142-151 A Simple Proposal for Sentiment Analysis on Movies Reviews with Hidden Markov Models (Billy Peralta, Victor Tirapegui, Christian Pieringer, Luis Caro)....Pages 152-162 Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study (Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz)....Pages 163-173 Predicting Customer Profitability Dynamically over Time: An Experimental Comparative Study (Daqing Chen, Kun Guo, Bo Li)....Pages 174-183 Front Matter ....Pages 185-185 Face Spoofing Detection on Low-Power Devices Using Embeddings with Spatial and Frequency-Based Descriptors (Rafael Henrique Vareto, Matheus A. Diniz, William Robson Schwartz)....Pages 187-197 Video Iris Recognition Based on Iris Image Quality Evaluation and Semantic Classification (Eduardo Garea-Llano, Annette Morales-González, Dailé Osorio-Roig)....Pages 198-208 YOLO-FD: YOLO for Face Detection (Luan P. e Silva, Júlio C. Batista, Olga R. P. Bellon, Luciano Silva)....Pages 209-218 On Using Document Scanners for Minutiae-Based Palmprint Recognition (Manuel Aguado-Martínez, José Hernández-Palancar, Katy Castillo-Rosado, Christof Kauba, Simon Kirchgasser, Andreas Uhl)....Pages 219-229 Stacking Fingerprint Matching Algorithms for Latent Fingerprint Identification (Danilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy)....Pages 230-240 Detecting Steading Conversational Groups on an Still Image: A Single Relational Fuzzy Approach (Elvis Ferrera-Cedeño, Niusvel Acosta-Mendoza, Andrés Gago-Alonso)....Pages 241-250 Multi-task Learning for Low-Resolution License Plate Recognition (Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz)....Pages 251-261 Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images (Alessandro S. Martins, Leandro A. Neves, Paulo R. Faria, Thaína A. A. Tosta, Daniel O. T. Bruno, Leonardo C. Longo et al.)....Pages 262-271 Deep Generic Features for Tattoo Identification (Miguel Nicolás-Díaz, Annette Morales-González, Heydi Méndez-Vázquez)....Pages 272-282 Analysis of the Impact of Ear Alignment on Unconstrained Ear Recognition (Elaine Grenot-Castellano, Yoanna Martínez-Díaz, Francisco José Silva-Mata)....Pages 283-293 Breast Lesion Discrimination Using Saliency Features from MRI Sequences and MKL-Based Classification (Henry Jhoán Areiza-Laverde, Carlos Andrés Duarte-Salazar, Liliana Hernández, Andrés Eduardo Castro-Ospina, Gloria M. Díaz)....Pages 294-305 Role of EMG Rectification for Corticomuscular and Intermuscular Coherence Estimation of Spinocerebellar Ataxia Type 2 (SCA2) (Y. Ruiz-Gonzalez, L. Velázquez-Pérez, R. Rodríguez-Labrada, R. Torres-Vega, U. Ziemann)....Pages 306-315 Face Recognition on Mobile Devices Based on Frames Selection (Nelson Méndez-Llanes, Katy Castillo-Rosado, Heydi Méndez-Vázquez, Souad Khellat-Kihel, Massimo Tistarelli)....Pages 316-325 Brain Tumour Segmentation from Multispectral MR Image Data Using Ensemble Learning Methods (Ágnes Győrfi, Levente Kovács, László Szilágyi)....Pages 326-335 Computer Vision Approaches to Detect Bean Defects (Peterson A. Belan, Robson A. G. de Macedo, Sidnei A. de Araújo)....Pages 336-345 Automated Identification of Breast Cancer Using Digitized Mammogram Images (Bryan Chachalo, Erik Solis, Eddy Andrade, Santiago Pozo, Robinson Guachi, Saravana Prakash Thirumuruganandham et al.)....Pages 346-356 Sparse-Based Feature Selection for Discriminating Between Crops and Weeds Using Field Images (Daniel Guillermo García-Murillo, Andrés M. Álvarez, David Cárdenas-Peña, William Hincapie-Restrepo, German Castellanos-Dominguez)....Pages 357-364 Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks (Adriano Barbosa Silva, Alessandro S. Martins, Leandro A. Neves, Paulo R. Faria, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento)....Pages 365-374 A Study on Histogram Normalization for Brain Tumour Segmentation from Multispectral MR Image Data (Ágnes Győrfi, Zoltán Karetka-Mezei, David Iclănzan, Levente Kovács, László Szilágyi)....Pages 375-384 Front Matter ....Pages 385-385 Probabilistic Forecasting Using Monte Carlo Dropout Neural Networks (Cristián Serpell, Ignacio Araya, Carlos Valle, Héctor Allende)....Pages 387-397 Hermite Convolutional Networks (Leonardo Ledesma, Jimena Olveres, Boris Escalante-Ramírez)....Pages 398-407 Analytical Solution for the Optimal Addition of an Item to a Composite of Scores for Maximum Reliability (Carlos A. Ferrer, Idileisy Torres-Rodríguez, Alberto Taboada-Crispi, Elmar Nöth)....Pages 408-416 A New Method to Evaluate Subgroup Discovery Algorithms (Lisandra Bravo Ilisástigui, Diana Martín Rodríguez, Milton García-Borroto)....Pages 417-426 Front Matter ....Pages 427-427 KAdam: Using the Kalman Filter to Improve Adam algorithm (José David Camacho, Carlos Villaseñor, Alma Y. Alanis, Carlos Lopez-Franco, Nancy Arana-Daniel)....Pages 429-438 Evaluating Restrictions in Pattern Based Classifiers (Andy González-Méndez, Diana Martín-Rodríguez, Milton García-Borroto)....Pages 439-448 BRIEF-Based Mid-Level Representations for Time Series Classification (Renato Souza, Raquel Almeida, Roberto Miranda, Zenilton Kleber G. do Patrocinio Jr., Simon Malinowski, Silvio Jamil F. Guimarães)....Pages 449-457 Continuous Hyper-parameter Configuration for Particle Swarm Optimization via Auto-tuning (Jairo Rojas-Delgado, Vladimir Milián Núñez, Rafael Trujillo-Rasúa, Rafael Bello)....Pages 458-468 Feature Extraction of Long Non-coding RNAs: A Fourier and Numerical Mapping Approach (Robson Parmezan Bonidia, Lucas Dias Hiera Sampaio, Fabrício Martins Lopes, Danilo Sipoli Sanches)....Pages 469-479 Combinatorial Optimization Approach for Arabic Word Recognition Based on Adaptive Simulated Annealing (Zeineb Zouaoui, Imen Ben Cheikh, Mohamed Jemni)....Pages 480-489 Front Matter ....Pages 491-491 Revisiting Machine Learning from Crowds a Mixture Model for Grouping Annotations (Francisco Mena, Ricardo Ñanculef)....Pages 493-503 A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis (Daniela F. Taino, Matheus G. Ribeiro, Guilherme Freire Roberto, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaína A. Tosta et al.)....Pages 504-513 A Spatiotemporal Analysis of Taxis Demand: A Case Study in the Manizales City (Andres Felipe Giraldo-Forero, Sebastian Garcia-Lopez, Paula Andrea Rodriguez-Marin, Juan Martinez, Yohan Ricardo Céspedes-Villar, Oscar Cardona et al.)....Pages 514-524 A Supervised Laplacian Eigenmap Algorithm for Visualization of Multi-label Data: SLE-ML (Mariko Tai, Mineichi Kudo)....Pages 525-534 Material Fracture Life Prediction Using Linear Regression Techniques Under High Temperature Creep Conditions (Roberto Fernandez Martinez, Pello Jimbert, Jose Ignacio Barbero, Lorena M. Callejo, Igor Somocueto)....Pages 535-544 Knowledge Extraction from Vector Machine Support in the Context of Depression in Children and Adolescents (Thiago Lima, Renata Santana, Maycoln Teodoro, Cristiane Nobre)....Pages 545-555 Multi-domain Aspect Extraction Based on Deep and Lifelong Learning (Dionis López, Leticia Arco)....Pages 556-565 A Framework for Distributed Data Processing (José Kadir Febrer-Hernández, Vitali Herrera Semenets)....Pages 566-574 Articulation Analysis in the Speech of Children with Cleft Lip and Palate (H. A. Carvajal-Castaño, Juan Rafael Orozco-Arroyave)....Pages 575-585 Front Matter ....Pages 587-587 A Wavelet Entropy Based Methodology for Classification Among Healthy, Mild Cognitive Impairment and Alzheimer’s Disease People (Jorge Esteban Santos Toural, Arquímedes Montoya Pedrón, Enrique Juan Marañón)....Pages 589-598 Trainable COPE Features for Sound Event Detection (Nicola Strisciuglio, Nicolai Petkov)....Pages 599-609 Incremental Training of Neural Network for Motor Tasks Recognition Based on Brain-Computer Interface (Nayid Triana Guzmán, Álvaro David Orjuela-Cañón, Andrés Leonardo Jutinico Alarcon)....Pages 610-619 Supervised Relevance Analysis for Multiple Stein Kernels for Spatio-Spectral Component Selection in BCI Discrimination Tasks (Camilo López-Montes, David Cárdenas-Peña, G. Castellanos-Dominguez)....Pages 620-628 Performance of Different Average Methods for the Automatic Detection of Evoked Potentials (Idileisy Torres-Rodríguez, Carlos Ariel Ferrer-Riesgo, Juan Carlos Oliva Pérez, Alberto Taboada-Crispi)....Pages 629-636 Discrimination of Shoulder Flexion/Extension Motor Imagery Through EEG Spatial Features to Command an Upper Limb Robotic Exoskeleton (Ramón Amado Reinoso-Leblanch, Yunier Prieur-Coloma, Leondry Mayeta-Revilla, Roberto Sagaró-Zamora, Denis Delisle-Rodriguez, Teodiano Bastos et al.)....Pages 637-645 Automatic Identification of Traditional Colombian Music Genres Based on Audio Content Analysis and Machine Learning Techniques (Diego A. Cruz, Cristian C. Cristancho, Jorge E. Camargo)....Pages 646-655 Dual Watermarking for Handwritten Document Image Authentication and Copyright Protection for JPEG Compression Attacks (Ernesto Avila-Domenech, Anier Soria-Lorente, Alberto Taboada-Crispi)....Pages 656-666 Front Matter ....Pages 667-667 A Survey of the Effects of Data Augmentation for Automatic Speech Recognition Systems (Jose Manuel Ramirez, Ana Montalvo, Jose Ramon Calvo)....Pages 669-678 Multi-channel Convolutional Neural Networks for Automatic Detection of Speech Deficits in Cochlear Implant Users (Tomas Arias-Vergara, Juan Camilo Vasquez-Correa, Sandra Gollwitzer, Juan Rafael Orozco-Arroyave, Maria Schuster, Elmar Nöth)....Pages 679-687 Articulation and Empirical Mode Decomposition Features in Diadochokinetic Exercises for the Speech Assessment of Parkinson’s Disease Patients (Juan Camilo Vásquez-Correa, Cristian D. Rios-Urrego, Alice Rueda, Juan Rafael Orozco-Arroyave, Sri Krishnan, Elmar Nöth)....Pages 688-696 Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson’s Disease from Speech in Three Different Languages (Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Cristian D. Rios-Urrego, Maria Schuster, Jan Rusz, Juan Rafael Orozco-Arroyave et al.)....Pages 697-706 Bidirectional Alignment of Glottal Pulse Length Sequences for the Evaluation of Pitch Detection Algorithms (Carlos A. Ferrer, Reinier Rodríguez Guillén, Elmar Nöth)....Pages 707-716 Front Matter ....Pages 717-717 Gait Recognition Using Pose Estimation and Signal Processing (Ví­tor Cézar de Lima, William Robson Schwartz)....Pages 719-728 A Novel Scheme for Training Two-Stream CNNs for Action Recognition (Reinier Oves García, Eduardo F. Morales, L. Enrique Sucar)....Pages 729-739 Parkinsonian Ocular Fixation Patterns from Magnified Videos and CNN Features (Isail Salazar, Said Pertuz, William Contreras, Fabio Martínez)....Pages 740-750 Does Pooling Really Matter? An Evaluation on Gait Recognition (Claudio Filipi Goncalves dos Santos, Thierry Pinheiro Moreira, Danilo Colombo, João Paulo Papa)....Pages 751-760 Virtual Hand Training Platform Controlled Through Online Recognition of Motion Intention (César Quinayás, Fernando Barrera, Andrés Ruiz, Alberto Delis)....Pages 761-768 Video Popularity Forecasting to Improve Cache Miss Rate in Content Delivery Networks (Jairo Rojas-Delgado, Rafael Trujillo-Rasúa, Rafael Bello, Gerdys E. Jiménez Moya)....Pages 769-779 Piggybacking Detection Based on Coupled Body-Feet Recognition at Entrance Control (Dirk Siegmund, Vinh Phuc Tran, Julian von Wilmsdorff, Florian Kirchbuchner, Arjan Kuijper)....Pages 780-789 Back Matter ....Pages 791-793