| 2019 | A Binary Variational Autoencoder for Hashing. Francisco Alejandro Mena, Ricardo Ñanculef |
| 2019 | A Framework for Distributed Data Processing. José Kadir Febrer-Hernández, Vitali Herrera-Semenets |
| 2019 | A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis. Daniela F. Taino, Matheus Gonçalves Ribeiro, Guilherme Freire Roberto, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves |
| 2019 | A New Method to Evaluate Subgroup Discovery Algorithms. Lisandra Bravo Ilisástigui, Diana Martín Rodríguez, Milton García-Borroto |
| 2019 | A Novel Scheme for Training Two-Stream CNNs for Action Recognition. Reinier Oves García, Eduardo F. Morales, Luis Enrique Sucar |
| 2019 | A Simple Proposal for Sentiment Analysis on Movies Reviews with Hidden Markov Models. Billy Peralta, Victor Tirapegui, Christian Pieringer, Luis Alberto Caro |
| 2019 | A Spatiotemporal Analysis of Taxis Demand: A Case Study in the Manizales City. Andrés Felipe Giraldo-Forero, Sebastian García-López, Paula Andrea Rodríguez Marín, Juan Martinez, Yohan Ricardo Céspedes Villar, Oscar Cardona, Juan Camilo Acosta, Luis Carlos Trujillo Arboleda |
| 2019 | A Study on Histogram Normalization for Brain Tumour Segmentation from Multispectral MR Image Data. Ágnes Gyorfi, Zoltán Karetka-Mezei, David Iclanzan, Levente Kovács, László Szilágyi |
| 2019 | A Supervised Laplacian Eigenmap Algorithm for Visualization of Multi-label Data: SLE-ML. Mariko Tai, Mineichi Kudo |
| 2019 | A Survey of the Effects of Data Augmentation for Automatic Speech Recognition Systems. Jose M. Ramirez, Ana R. Montalvo, José R. Calvo |
| 2019 | 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 Reyes |
| 2019 | Analysis of the Impact of Ear Alignment on Unconstrained Ear Recognition. Elaine Grenot Castellanos, Yoanna Martínez-Díaz, Francisco José Silva-Mata |
| 2019 | Analytical Solution for the Optimal Addition of an Item to a Composite of Scores for Maximum Reliability. Carlos A. Ferrer-Riesgo, Idileisy Torres-Rodríguez, Alberto Taboada-Crispí, Elmar Nöth |
| 2019 | Applying OWA Operator in the Semantic Processing for Automatic Keyphrase Extraction. Manuel Barreiro-Guerrero, Alfredo Simón-Cuevas, Yamel Pérez Guadarramas, Francisco P. Romero, José A. Olivas |
| 2019 | Applying Self-attention for Stance Classification. Margarita Constanza Bugueño, Marcelo Mendoza |
| 2019 | Articulation Analysis in the Speech of Children with Cleft Lip and Palate. H. A. Carvajal-Castaño, Juan Rafael Orozco-Arroyave |
| 2019 | Articulation and Empirical Mode Decomposition Features in Diadochokinetic Exercises for the Speech Assessment of Parkinson's Disease Patients. Juan Camilo Vásquez-Correa, Cristian D. Ríos-Urrego, Alice Rueda, Juan Rafael Orozco-Arroyave, Sri Krishnan, Elmar Nöth |
| 2019 | Automated Identification of Breast Cancer Using Digitized Mammogram Images. Bryan Chachalo, Erik Solis, Eddy Andrade, Santiago Pozo, Robinson Guachi, Saravana Prakash Thirumuruganandham, Lorena Guachi-Guachi |
| 2019 | Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks. Adriano Barbosa-Silva, Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento |
| 2019 | 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 |
| 2019 | BRIEF-Based Mid-Level Representations for Time Series Classification. Renato Augusto de Souza, Raquel Almeida, Roberto Miranda, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães |
| 2019 | Bidirectional Alignment of Glottal Pulse Length Sequences for the Evaluation of Pitch Detection Algorithms. Carlos A. Ferrer-Riesgo, Reinier Rodríguez Guillén, Elmar Nöth |
| 2019 | Brain Tumour Segmentation from Multispectral MR Image Data Using Ensemble Learning Methods. Ágnes Gyorfi, Levente Kovács, László Szilágyi |
| 2019 | 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 |
| 2019 | 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 |
| 2019 | Case-Based Reasoning - Methods, Techniques, and Applications. Petra Perner |
| 2019 | Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images. Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Daniel O. Tambasco Bruno, Leonardo C. Longo, Marcelo Zanchetta do Nascimento |
| 2019 | Combinatorial Optimization Approach for Arabic Word Recognition Based on Adaptive Simulated Annealing. Zeineb Zouaoui, Imen Ben Cheikh, Mohamed Jemni |
| 2019 | Computer Vision Approaches to Detect Bean Defects. Peterson Adriano Belan, Robson A. G. de Macedo, Sidnei Alves de Araújo |
| 2019 | Continuous Hyper-parameter Configuration for Particle Swarm Optimization via Auto-tuning. Jairo Rojas-Delgado, Vladimir Milián Núñez, Rafael A. Trujillo-Rasúa, Rafael Bello |
| 2019 | Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages. Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Ríos-Urrego, Maria Schuster, Jan Rusz, Juan Rafael Orozco-Arroyave, Elmar Nöth |
| 2019 | Deep Generic Features for Tattoo Identification. Miguel Nicolás-Díaz, Annette Morales-González, Heydi Méndez-Vázquez |
| 2019 | Detecting Steading Conversational Groups on an Still Image: A Single Relational Fuzzy Approach. Elvis Ferrera-Cedeño, Niusvel Acosta-Mendoza, Andrés Gago Alonso |
| 2019 | 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 Rodríguez, Teodiano F. Bastos, Alberto López Delis |
| 2019 | Does Pooling Really Matter? An Evaluation on Gait Recognition. Claudio Filipi Goncalves dos Santos, Thierry Pinheiro Moreira, Danilo Colombo, João Paulo Papa |
| 2019 | Dual Watermarking for Handwritten Document Image Authentication and Copyright Protection for JPEG Compression Attacks. Ernesto Avila-Domenech, Anier Soria-Lorente, Alberto Taboada-Crispí |
| 2019 | Evaluating Restrictions in Pattern Based Classifiers. Andy González-Méndez, Diana Martín Rodríguez, Milton García-Borroto |
| 2019 | Face Recognition on Mobile Devices Based on Frames Selection. Nelson Méndez Llanes, Katy Castillo-Rosado, Heydi Méndez-Vázquez, Souad Khellat-Kihel, Massimo Tistarelli |
| 2019 | Face Spoofing Detection on Low-Power Devices Using Embeddings with Spatial and Frequency-Based Descriptors. Rafael Henrique Vareto, Matheus Alves Diniz, William Robson Schwartz |
| 2019 | Feature Extraction of Long Non-coding RNAs: A Fourier and Numerical Mapping Approach. Robson Bonidia, Lucas Dias Hiera Sampaio, Fabrício Martins Lopes, Danilo Sipoli Sanches |
| 2019 | Foveated Vision for Deepface Recognition. Souad Khellat-Kihel, Andrea Lagorio, Massimo Tistarelli |
| 2019 | Gait Recognition Using Pose Estimation and Signal Processing. Vitor de Lima, William Robson Schwartz |
| 2019 | Hermite Convolutional Networks. Leonardo Ledesma, Jimena Olveres, Boris Escalante-Ramírez |
| 2019 | Improved Document Filtering by Multilevel Term Relations. Adrian Fonseca Bruzón, Aurelio López-López, José Eladio Medina-Pagola |
| 2019 | Incremental Learning of People Identities. Federico Bartoli, Federico Pernici, Matteo Bruni, Alberto Del Bimbo |
| 2019 | Incremental Training of Neural Network for Motor Tasks Recognition Based on Brain-Computer Interface. Nayid Triana Guzmán, Alvaro David Orjuela-Cañón, Andres Leonardo Jutinico Alarcon |
| 2019 | KAdam: Using the Kalman Filter to Improve Adam algorithm. José David Camacho, Carlos Villaseñor, Alma Y. Alanis, Carlos López-Franco, Nancy Arana-Daniel |
| 2019 | Knowledge Extraction from Vector Machine Support in the Context of Depression in Children and Adolescents. Thiago H. N. de Lima, Renata C. Santana, Maycoln L. M. Teodoro, Cristiane Nobre |
| 2019 | Material Fracture Life Prediction Using Linear Regression Techniques Under High Temperature Creep Conditions. Roberto Fernández-Martínez, Pello Jimbert, José Ignacio Barbero, Lorena M. Callejo, Igor Somocueto |
| 2019 | Meta-learning of Text Classification Tasks. Jorge G. Madrid, Hugo Jair Escalante |
| 2019 | Multi-channel Convolutional Neural Networks for Automatic Detection of Speech Deficits in Cochlear Implant Users. Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Sandra Gollwitzer, Juan Rafael Orozco-Arroyave, Maria Schuster, Elmar Nöth |
| 2019 | Multi-domain Aspect Extraction Based on Deep and Lifelong Learning. Dionis López Ramos, Leticia Arco |
| 2019 | Multi-task Learning for Low-Resolution License Plate Recognition. Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz |
| 2019 | On Using Document Scanners for Minutiae-Based Palmprint Recognition. Manuel Aguado Martínez, José Hernández-Palancar, Katy Castillo-Rosado, Christof Kauba, Simon Kirchgasser, Andreas Uhl |
| 2019 | Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study. Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz |
| 2019 | Parkinsonian Ocular Fixation Patterns from Magnified Videos and CNN Features. Isail Salazar, Said Pertuz, William Contreras, Fabio Martínez |
| 2019 | Performance of Different Average Methods for the Automatic Detection of Evoked Potentials. Idileisy Torres-Rodríguez, Carlos A. Ferrer-Riesgo, Juan Carlos Oliva Pérez, Alberto Taboada-Crispí |
| 2019 | Piggybacking Detection Based on Coupled Body-Feet Recognition at Entrance Control. Dirk Siegmund, Vinh Phuc Tran, Julian von Wilmsdorff, Florian Kirchbuchner, Arjan Kuijper |
| 2019 | Portuguese POS Tagging Using BLSTM Without Handcrafted Features. Rômulo César Costa de Sousa, Hélio Lopes |
| 2019 | Predicting Customer Profitability Dynamically over Time: An Experimental Comparative Study. Daqing Chen, Kun Guo, Bo Li |
| 2019 | Probabilistic Forecasting Using Monte Carlo Dropout Neural Networks. Cristián Serpell, Ignacio Alejandro Araya Galleguillos, Carlos Valle, Héctor Allende |
| 2019 | Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 24th Iberoamerican Congress, CIARP 2019, Havana, Cuba, October 28-31, 2019, Proceedings Ingela Nyström, Yanio Hernández Heredia, Vladimir Milián Núñez |
| 2019 | Prototypes Generation from Multi-label Datasets Based on Granular Computing. Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello |
| 2019 | Representation Learning for Underdefined Tasks. Jean-François Bonastre |
| 2019 | Revisiting Machine Learning from Crowds a Mixture Model for Grouping Annotations. Francisco Alejandro Mena, Ricardo Ñanculef |
| 2019 | 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, Ulf Ziemann |
| 2019 | 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, Germán Castellanos-Domínguez |
| 2019 | Stacking Fingerprint Matching Algorithms for Latent Fingerprint Identification. Danilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy |
| 2019 | Supervised Relevance Analysis for Multiple Stein Kernels for Spatio-Spectral Component Selection in BCI Discrimination Tasks. Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez |
| 2019 | TSTM: A Model to Predict Topics' Popularity in News Providers. Mario Alfonso Prado-Romero, Alessandro Celi, Giovanni Stilo, Alex Coto-Santiesteban |
| 2019 | Trainable COPE Features for Sound Event Detection. Nicola Strisciuglio, Nicolai Petkov |
| 2019 | Video Iris Recognition Based on Iris Image Quality Evaluation and Semantic Classification. Eduardo Garea Llano, Annette Morales-González, Dailé Osorio Roig |
| 2019 | Video Popularity Forecasting to Improve Cache Miss Rate in Content Delivery Networks. Jairo Rojas-Delgado, Rafael A. Trujillo-Rasúa, Rafael Bello, Gerdys E. Jiménez Moya |
| 2019 | Virtual Hand Training Platform Controlled Through Online Recognition of Motion Intention. César Quinayás, Fernando Barrera, Andrés Ruiz, Alberto López Delis |
| 2019 | YOLO-FD: YOLO for Face Detection. Luan P. e Silva, Julio Cesar Batista, Olga R. P. Bellon, Luciano Silva |