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Publication search results
found 34 matches
- 2022
- Héctor Avilés, Marco Negrete, Ruben Machucho-Cadena, Karelly Rivera, David Trejo, Héctor Vargas:
Probabilistic Logic Markov Decision Processes for Modeling Driving Behaviors in Self-driving Cars. IBERAMIA 2022: 366-377 - Hermes Andrés Ayala-Cucas, Edison Alexander Mora-Piscal, Dagoberto Mayorca-Torres, Diego Hernán Peluffo-Ordóñez, Alejandro J. León-Salas:
Impact of ECG Signal Preprocessing and Filtering on Arrhythmia Classification Using Machine Learning Techniques. IBERAMIA 2022: 27-40 - Salvador Eugenio Ayala-Raggi, Luís Efraín López-García, Jesús Manuel Roa-Escalante, Lourdes Gabriela Soid-Raggi, Aldrin Barreto-Flores, José Francisco Portillo-Robledo:
Design of E. coli Growth Simulator Using Multi-agent System. IBERAMIA 2022: 381-392 - Pedro Dal Bianco, Gastón Ríos, Franco Ronchetti, Facundo Manuel Quiroga, Oscar Stanchi, Waldo Hasperué, Alejandro Rosete:
LSA-T: The First Continuous Argentinian Sign Language Dataset for Sign Language Translation. IBERAMIA 2022: 293-304 - Juan Camacho, Juan Cámera, Mathías Etcheverry:
Antonymy-Synonymy Discrimination in Spanish with a Parasiamese Network. IBERAMIA 2022: 281-292 - María Isabel Cano, Claudia Isaza, Angela Sucerquia, Natalia Trujillo, José David López:
Markers of Exposure to the Colombian Armed Conflict: A Machine Learning Approach. IBERAMIA 2022: 185-195 - Karen Braga Enes, Matheus Nunes, Fabricio Murai, Gisele L. Pappa:
Evolving Node Embeddings for Dynamic Exploration of Network Topologies. IBERAMIA 2022: 147-159 - William da Rosa Fröhlich, Sandro José Rigo, Marta Rosecler Bez, Daiane Rocha de Oliveira, Maurizio Zibetti:
The Impact of Allostatic Load on Machine Learning Models. IBERAMIA 2022: 267-278 - Joseph Alejandro Gallego, Juan F. Osorio, Fabio A. González:
Fast Kernel Density Estimation with Density Matrices and Random Fourier Features. IBERAMIA 2022: 160-172 - Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante:
Model Compression for Deep Reinforcement Learning Through Mutual Information. IBERAMIA 2022: 196-207 - Maria J. Guerrero, Jonathan Restrepo, Daniel Alexis Nieto-Mora, Juan M. Daza, Claudia Isaza:
Insights from Deep Learning in Feature Extraction for Non-supervised Multi-species Identification in Soundscapes. IBERAMIA 2022: 218-230 - Zdenek Hanzlícek, Jindrich Matousek:
Phonetic Speech Segmentation of Audiobooks by Using Adapted LSTM-Based Acoustic Models. IBERAMIA 2022: 317-327 - Juan Camilo Mejía Hernández, Federico Gutiérrez Madrid, Héctor Fabio Quintero Riaza, Carlos Alberto Romero Piedrahita, Juan David Ramírez Alzate:
A Novel Methodology for Engine Diagnosis Based on Multiscale Permutation Entropy and Machine Learning Using Non-intrusive Data. IBERAMIA 2022: 173-184 - Jonathan Vinicius Kaizer, Rodrigo Clemente Thom de Souza, Linnyer Beatrys Ruiz Aylon:
Quantitative Models for Forecasting Demand for Perishable Products: A Systematic Review. IBERAMIA 2022: 393-404 - David Kubon, Frantisek Mráz, Ivan Rychtera:
Learning Automata Using Dimensional Reduction. IBERAMIA 2022: 41-52 - Rafael Mejia-Zuluaga, Juan Carlos Aguirre-Arango, Diego Collazos-Huertas, Jessica Daza-Castillo, Néstor Valencia-Marulanda, Mauricio Calderón-Marulanda, Oscar David Aguirre-Ospina, Andrés Álvarez-Meza, Germán Castellanos-Domínguez:
Deep Learning Semantic Segmentation of Feet Using Infrared Thermal Images. IBERAMIA 2022: 342-352 - Péricles B. C. de Miranda, Vitor Casadei, Emely Pujólli da Silva, Jayne Silva, Manoel Alves, Marianna Severo, João Paulo Freitas:
TSPNet-HF: A Hand/Face TSPNet Method for Sign Language Translation. IBERAMIA 2022: 305-316 - Rui Miranda, Vasco Ramos, Eduarda Ribeiro, Carla Rodrigues, António Silva, Dalila Durães, César Analide, António Abelha, José Machado:
Crowdsensing on Smart Cities: A Systematic Review. IBERAMIA 2022: 103-106 - Larissa Montenegro, Hugo Peixoto, José Manuel F. Machado:
Evaluation of Transfer Learning to Improve Arrhythmia Classification for a Small ECG Database. IBERAMIA 2022: 231-242 - Javier Navarro, Iván García-Magariño, Jorge J. Gómez-Sanz, Raquel Lacuesta, Rubén Fuentes-Fernández, Juan Pavón:
Early Detection of Abandonment Signs in Interactive Novels with a Randomized Forest Classifier. IBERAMIA 2022: 208-217 - Pedro Filipe Oliveira, M. Salomé Duarte, Paulo Novais:
Applying Anomaly Detection Models in Wastewater Management: A Case Study of Nitrates Concentration in the Effluent. IBERAMIA 2022: 65-76 - Juan A. Olmos, Juan C. Galvis, Fabio Martínez:
Gait Patterns Coded as Riemannian Mean Covariances to Support Parkinson's Disease Diagnosis. IBERAMIA 2022: 3-14 - Lucas Ferreira Paiva, Elizabeth Regina Alfaro-Espinoza, Pablo de Souza Vieira Santana, Vinicius Martins Almeida, Amanda Bomfim Moitinho, Leonardo Bonato Felix, Rodolpho V. A. Neves:
Forroset: A Multipurpose Dataset of Brazilian Forró Music. IBERAMIA 2022: 15-26 - Alberto Reyes, Ramiro Hernández, Alberto Hernández, Leonardo Rejón, Karla Gutiérrez, Ricardo Montes, Alejandro Valverde:
An AI-Based Approach for Failure Prediction in Transmission Lines Components. IBERAMIA 2022: 89-100 - Leticia Oyuki Rojas-Perez, José Martínez-Carranza:
Where Are the Gates: Discovering Effective Waypoints for Autonomous Drone Racing. IBERAMIA 2022: 353-365 - Ariadna C. Moreno Román, Mailyn Moreno-Espino, Cynthia Porras, Juan Pavón:
Modelling Urban Traffic Configuration with the Influence of Human Factors. IBERAMIA 2022: 53-64 - Jonathan Serrano-Pérez, Luis Enrique Sucar:
Semi-supervised Hierarchical Classification Based on Local Information. IBERAMIA 2022: 255-266 - Fernando Cardoso Durier da Silva, Ana Cristina Bicharra Garcia, Sean Wolfgand Matsui Siqueira:
Sentiment Gradient, An Enhancement to the Truth, Lies and Sarcasm Detection. IBERAMIA 2022: 107-118 - Fernando Martínez Tabares, Mauricio Orozco-Alzate:
Selection of Acoustic Features for the Discrimination Between Highly and Moderately Transformed Colombian Soundscapes. IBERAMIA 2022: 121-132 - Hernán Ceferino Vázquez:
A General Recipe for Automated Machine Learning in Practice. IBERAMIA 2022: 243-254
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