Table of Contents

• Incremental Learning of People IdentitiesFederico Bartoli, Federico Pernici, Matteo Bruni, Alberto Del Bimbo. 3-15 [doi]
• Case-Based Reasoning - Methods, Techniques, and ApplicationsPetra Perner. 16-30 [doi]
• Foveated Vision for Deepface RecognitionSouad Khellat-Kihel, Andrea Lagorio, Massimo Tistarelli. 31-41 [doi]
• Representation Learning for Underdefined TasksJean-François Bonastre. 42-47 [doi]
• Applying Self-attention for Stance ClassificationMargarita Bugueño, Marcelo Mendoza. 51-61 [doi]
• Applying OWA Operator in the Semantic Processing for Automatic Keyphrase ExtractionManuel Barreiro-Guerrero, Alfredo Simón-Cuevas, Yamel Pérez Guadarramas, Francisco P. Romero, José A. Olivas. 62-71 [doi]
• Brazilian Presidential Elections in the Era of Misinformation: A Machine Learning Approach to Analyse Fake NewsJairo L. Alves, Leila Weitzel, Paulo Quaresma, Carlos E. Cardoso, Luan Cunha. 72-84 [doi]
• Improved Document Filtering by Multilevel Term RelationsAdrian Fonseca-Bruzón, Aurelio López-López, José Eladio Medina-Pagola. 85-95 [doi]
• TSTM: A Model to Predict Topics' Popularity in News ProvidersMario Alfonso Prado-Romero, Alessandro Celi, Giovanni Stilo, Alex Coto-Santiesteban. 96-106 [doi]
• Meta-learning of Text Classification TasksJorge G. Madrid, Hugo Jair Escalante. 107-119 [doi]
• Portuguese POS Tagging Using BLSTM Without Handcrafted FeaturesRômulo César Costa de Sousa, Hélio Lopes. 120-130 [doi]
• A Binary Variational Autoencoder for HashingFrancisco A. Mena, Ricardo Ñanculef. 131-141 [doi]
• Prototypes Generation from Multi-label Datasets Based on Granular ComputingMarilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello. 142-151 [doi]
• A Simple Proposal for Sentiment Analysis on Movies Reviews with Hidden Markov ModelsBilly Peralta, Victor Tirapegui, Christian Pieringer, Luis Alberto Caro. 152-162 [doi]
• Optimizing Natural Language Processing Pipelines: Opinion Mining Case StudySuilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz. 163-173 [doi]
• Predicting Customer Profitability Dynamically over Time: An Experimental Comparative StudyDaqing Chen, Kun Guo, Bo Li 0004. 174-183 [doi]
• Face Spoofing Detection on Low-Power Devices Using Embeddings with Spatial and Frequency-Based DescriptorsRafael Henrique Vareto, Matheus Alves Diniz, William Robson Schwartz. 187-197 [doi]
• Video Iris Recognition Based on Iris Image Quality Evaluation and Semantic ClassificationEduardo Garea Llano, Annette Morales-González, Dailé Osorio Roig. 198-208 [doi]
• YOLO-FD: YOLO for Face DetectionLuan P. e Silva, Julio Cesar Batista, Olga R. P. Bellon, Luciano Silva. 209-218 [doi]
• On Using Document Scanners for Minutiae-Based Palmprint RecognitionManuel Aguado Martínez, José Hernández Palancar, Katy Castillo-Rosado, Christof Kauba, Simon Kirchgasser, Andreas Uhl. 219-229 [doi]
• Stacking Fingerprint Matching Algorithms for Latent Fingerprint IdentificationDanilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy. 230-240 [doi]
• Detecting Steading Conversational Groups on an Still Image: A Single Relational Fuzzy ApproachElvis Ferrera-Cedeño, Niusvel Acosta-Mendoza, Andrés Gago Alonso. 241-250 [doi]
• Multi-task Learning for Low-Resolution License Plate RecognitionGabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz. 251-261 [doi]
• Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma ImagesAlessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaina A. A. Tosta, Daniel O. Tambasco Bruno, Leonardo C. Longo, Marcelo Zanchetta do Nascimento. 262-271 [doi]
• Deep Generic Features for Tattoo IdentificationMiguel Nicolás-Díaz, Annette Morales-González, Heydi Méndez-Vázquez. 272-282 [doi]
• Analysis of the Impact of Ear Alignment on Unconstrained Ear RecognitionElaine Grenot Castellanos, Yoanna Martínez-Díaz, Francisco José Silva-Mata. 283-293 [doi]
• Breast Lesion Discrimination Using Saliency Features from MRI Sequences and MKL-Based ClassificationHenry Jhoán Areiza-Laverde, Carlos Andrés Duarte-Salazar, Liliana Hernández, Andrés Eduardo Castro-Ospina, Gloria M. Díaz. 294-305 [doi]
• 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. 306-315 [doi]
• Face Recognition on Mobile Devices Based on Frames SelectionNelson Méndez Llanes, Katy Castillo-Rosado, Heydi Méndez-Vázquez, Souad Khellat-Kihel, Massimo Tistarelli. 316-325 [doi]
• Brain Tumour Segmentation from Multispectral MR Image Data Using Ensemble Learning MethodsÁgnes Gyorfi, Levente Kovács, László Szilágyi. 326-335 [doi]
• Computer Vision Approaches to Detect Bean DefectsPeterson Adriano Belan, Robson A. G. de Macedo, Sidnei Alves de Araújo. 336-345 [doi]
• Automated Identification of Breast Cancer Using Digitized Mammogram ImagesBryan Chachalo, Erik Solis, Eddy Andrade, Santiago Pozo, Robinson Guachi, Saravana Prakash Thirumuruganandham, Lorena Guachi-Guachi. 346-356 [doi]
• Sparse-Based Feature Selection for Discriminating Between Crops and Weeds Using Field ImagesDaniel G. García-Murillo, Andrés M. Álvarez, David Cárdenas-Peña, William Hincapie-Restrepo, Germán Castellanos-Domínguez. 357-364 [doi]
• Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural NetworksAdriano Barbosa-Silva, Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaina A. A. Tosta, Marcelo Zanchetta do Nascimento. 365-374 [doi]
• A Study on Histogram Normalization for Brain Tumour Segmentation from Multispectral MR Image DataÁgnes Gyorfi, Zoltán Karetka-Mezei, David Iclanzan, Levente Kovács, László Szilágyi. 375-384 [doi]
• Probabilistic Forecasting Using Monte Carlo Dropout Neural NetworksCristián Serpell, Ignacio A. Araya, Carlos Valle, Héctor Allende. 387-397 [doi]
• Hermite Convolutional NetworksLeonardo Ledesma, Jimena Olveres, Boris Escalante-Ramírez. 398-407 [doi]
• Analytical Solution for the Optimal Addition of an Item to a Composite of Scores for Maximum ReliabilityCarlos A. Ferrer-Riesgo, Idileisy Torres-Rodríguez, Alberto Taboada-Crispí, Elmar Nöth. 408-416 [doi]
• A New Method to Evaluate Subgroup Discovery AlgorithmsLisandra Bravo Ilisástigui, Diana Martín Rodríguez, Milton García-Borroto. 417-426 [doi]
• KAdam: Using the Kalman Filter to Improve Adam algorithmJosé David Camacho, Carlos Villaseñor, Alma Y. Alanis, Carlos López-Franco, Nancy Arana-Daniel. 429-438 [doi]
• Evaluating Restrictions in Pattern Based ClassifiersAndy González-Méndez, Diana Martín Rodríguez, Milton García-Borroto. 439-448 [doi]
• BRIEF-Based Mid-Level Representations for Time Series ClassificationRenato Augusto de Souza, Raquel Pereira de Almeida, Roberto Miranda, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães. 449-457 [doi]
• Continuous Hyper-parameter Configuration for Particle Swarm Optimization via Auto-tuningJairo Rojas Delgado, Vladimir Milián Núñez, Rafael A. Trujillo-Rasúa, Rafael Bello. 458-468 [doi]
• Feature Extraction of Long Non-coding RNAs: A Fourier and Numerical Mapping ApproachRobson Bonidia, Lucas Dias Hiera Sampaio, Fabrício Martins Lopes, Danilo Sipoli Sanches. 469-479 [doi]
• Combinatorial Optimization Approach for Arabic Word Recognition Based on Adaptive Simulated AnnealingZeineb Zouaoui, Imen Ben Cheikh, Mohamed Jemni. 480-489 [doi]
• Revisiting Machine Learning from Crowds a Mixture Model for Grouping AnnotationsFrancisco A. Mena, Ricardo Ñanculef. 493-503 [doi]
• A Model Based on Genetic Algorithm for Colorectal Cancer DiagnosisDaniela F. Taino, Matheus Gonçalves Ribeiro, Guilherme Freire Roberto, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaina A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves. 504-513 [doi]
• A Spatiotemporal Analysis of Taxis Demand: A Case Study in the Manizales CityAndrés Felipe Giraldo-Forero, Sebastian García-López, Paula Andrea Rodríguez Marín, Juan Martinez, Yohan Ricardo Céspedes Villar, Oscar Cardona, Juan Camilo Acosta, Luis Carlos Trujillo. 514-524 [doi]
• A Supervised Laplacian Eigenmap Algorithm for Visualization of Multi-label Data: SLE-MLMariko Tai, Mineichi Kudo. 525-534 [doi]
• Material Fracture Life Prediction Using Linear Regression Techniques Under High Temperature Creep ConditionsRoberto Fernández-Martínez, Pello Jimbert, José Ignacio Barbero, Lorena M. Callejo, Igor Somocueto. 535-544 [doi]
• Knowledge Extraction from Vector Machine Support in the Context of Depression in Children and AdolescentsThiago Lima, Renata Santana, Maycoln Teodoro, Cristiane Nobre. 545-555 [doi]
• Multi-domain Aspect Extraction Based on Deep and Lifelong LearningDionis López Ramos, Leticia Arco. 556-565 [doi]
• A Framework for Distributed Data ProcessingJosé Kadir Febrer-Hernández, Vitali Herrera-Semenets. 566-574 [doi]
• Articulation Analysis in the Speech of Children with Cleft Lip and PalateH. A. Carvajal-Castaño, Juan Rafael Orozco-Arroyave. 575-585 [doi]
• A Wavelet Entropy Based Methodology for Classification Among Healthy, Mild Cognitive Impairment and Alzheimer's Disease PeopleJorge Esteban Santos Toural, Arquímedes Montoya Pedrón, Enrique Juan Marañón. 589-598 [doi]
• Trainable COPE Features for Sound Event DetectionNicola Strisciuglio, Nicolai Petkov. 599-609 [doi]
• Incremental Training of Neural Network for Motor Tasks Recognition Based on Brain-Computer InterfaceNayid Triana Guzmán, Alvaro David Orjuela-Cañón, Andres L. Jutinico Alarcon. 610-619 [doi]
• Supervised Relevance Analysis for Multiple Stein Kernels for Spatio-Spectral Component Selection in BCI Discrimination TasksCamilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez. 620-628 [doi]
• Performance of Different Average Methods for the Automatic Detection of Evoked PotentialsIdileisy Torres-Rodríguez, Carlos A. Ferrer-Riesgo, Juan Carlos Oliva Pérez, Alberto Taboada-Crispí. 629-636 [doi]
• Discrimination of Shoulder Flexion/Extension Motor Imagery Through EEG Spatial Features to Command an Upper Limb Robotic ExoskeletonRamón Amado Reinoso-Leblanch, Yunier Prieur-Coloma, Leondry Mayeta-Revilla, Roberto Sagaró-Zamora, Denis Delisle Rodríguez, Teodiano F. Bastos, Alberto López Delis. 637-645 [doi]
• Automatic Identification of Traditional Colombian Music Genres Based on Audio Content Analysis and Machine Learning TechniquesDiego A. Cruz, Cristian C. Cristancho, Jorge E. Camargo. 646-655 [doi]
• Dual Watermarking for Handwritten Document Image Authentication and Copyright Protection for JPEG Compression AttacksErnesto Avila-Domenech, Anier Soria-Lorente, Alberto Taboada-Crispí. 656-666 [doi]
• A Survey of the Effects of Data Augmentation for Automatic Speech Recognition SystemsJose M. Ramirez, Ana R. Montalvo, José R. Calvo. 669-678 [doi]
• Multi-channel Convolutional Neural Networks for Automatic Detection of Speech Deficits in Cochlear Implant UsersTomas Arias-Vergara, Juan Camilo Vásquez-Correa, Sandra Gollwitzer, Juan Rafael Orozco-Arroyave, Maria Schuster, Elmar Nöth. 679-687 [doi]
• Articulation and Empirical Mode Decomposition Features in Diadochokinetic Exercises for the Speech Assessment of Parkinson's Disease PatientsJuan Camilo Vásquez-Correa, Cristian D. Rios-Urrego, Alice Rueda, Juan Rafael Orozco-Arroyave, Sri Krishnan, Elmar Nöth. 688-696 [doi]
• Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different LanguagesJuan Camilo Vásquez-Correa, Tomas Arias-Vergara, Cristian D. Rios-Urrego, Maria Schuster, Jan Rusz, Juan Rafael Orozco-Arroyave, Elmar Nöth. 697-706 [doi]
• Bidirectional Alignment of Glottal Pulse Length Sequences for the Evaluation of Pitch Detection AlgorithmsCarlos A. Ferrer-Riesgo, Reinier Rodríguez Guillén, Elmar Nöth. 707-716 [doi]
• Gait Recognition Using Pose Estimation and Signal ProcessingVitor de Lima, William Robson Schwartz. 719-728 [doi]
• A Novel Scheme for Training Two-Stream CNNs for Action RecognitionReinier Oves García, Eduardo F. Morales, Luis Enrique Sucar. 729-739 [doi]
• Parkinsonian Ocular Fixation Patterns from Magnified Videos and CNN FeaturesIsail Salazar, Said Pertuz, William Contreras, Fabio Martínez. 740-750 [doi]
• Does Pooling Really Matter? An Evaluation on Gait RecognitionClaudio Filipi Goncalves dos Santos, Thierry Pinheiro Moreira, Danilo Colombo, João Paulo Papa. 751-760 [doi]
• Virtual Hand Training Platform Controlled Through Online Recognition of Motion IntentionCésar Quinayás, Fernando Barrera, Andrés Ruiz, Alberto López Delis. 761-768 [doi]
• Video Popularity Forecasting to Improve Cache Miss Rate in Content Delivery NetworksJairo Rojas Delgado, Rafael A. Trujillo-Rasúa, Rafael Bello, Gerdys E. Jiménez Moya. 769-779 [doi]
• Piggybacking Detection Based on Coupled Body-Feet Recognition at Entrance ControlDirk Siegmund, Vinh Phuc Tran, Julian von Wilmsdorff, Florian Kirchbuchner, Arjan Kuijper. 780-789 [doi]