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ORCID6th IWAIPR 2018: Havana, Cuba
- Yanio Hernández Heredia, Vladimir Milián Núñez, José Ruiz-Shulcloper:
Progress in Artificial Intelligence and Pattern Recognition - 6th International Workshop, IWAIPR 2018, Havana, Cuba, September 24-26, 2018, Proceedings. Lecture Notes in Computer Science 11047, Springer 2018, ISBN 978-3-030-01131-4
Keynote Lecture
- Edwin Diday:
Improving Explanatory Power of Machine Learning in the Symbolic Data Analysis Framework. 3-14
Artificial Intelligence and Applications
- Leonardo Agustín Hernández-Pérez
, José Daniel López-Cabrera, Rubén Orozco-Morales, Juan Valentín Lorenzo-Ginori:
Classification of Neuron Sets from Non-disease States Using Time Series Obtained Through Nonlinear Analysis of the 3D Dendritic Structures. 17-25 - Julio Madera, Alberto Ochoa Ortíz:
Evaluating the Max-Min Hill-Climbing Estimation of Distribution Algorithm on B-Functions. 26-33 - Simone Balocco, Mauricio González, Ricardo Ñanculef, Petia Radeva, Gabriel Thomas:
Calcified Plaque Detection in IVUS Sequences: Preliminary Results Using Convolutional Nets. 34-42 - Jorge Fernández, Andrés M. Álvarez, Héctor F. Quintero, Julián David Echeverry, Álvaro Orozco:
Multilayer-Based HMM Training to Support Bearing Fault Diagnosis. 43-50 - Dagnier-Antonio Curra-Sosa, Roberto Pérez-Rodríguez, Ricardo Del-Risco-Alfonso:
Predictive Model for Specific Energy Consumption in the Turning of AISI 316L Steel. 51-58 - Jairo Rojas-Delgado, Rafael A. Trujillo-Rasúa:
Training Neural Networks by Continuation Particle Swarm Optimization. 59-67 - Zoila Esther Morales Tabares, Alcides Cabrera Campos, Efrén Vázquez Silva, Roberto Antonio Infante Milanés:
Intelligent Data Analysis to Calculate the Operational Reliability Coefficient. 68-76 - Dirk Siegmund, Ashok Prajapati, Florian Kirchbuchner, Arjan Kuijper:
An Integrated Deep Neural Network for Defect Detection in Dynamic Textile Textures. 77-84
Biometrics, Image and Video Analysis
- Manuel Aguado Martínez, José Hernández Palancar:
Speeding up High Resolution Palmprint Matching by Using Singular Points. 87-94 - Mairelys Hernández-Durán, Yenisel Plasencia Calaña, Heydi Méndez-Vázquez:
Low-Resolution Face Recognition with Deep Convolutional Features in the Dissimilarity Space. 95-103 - Fabiola Becerra-Riera, Annette Morales-González, Heydi Méndez-Vázquez:
Exploring Local Deep Representations for Facial Gender Classification in Videos. 104-112 - Laura Stella Vega-Escobar, Andrés Eduardo Castro-Ospina, Leonardo Duque-Muñoz:
Individual Finger Movement Recognition Based on sEMG and Classification Techniques. 113-121 - Ernesto Avila-Domenech, Anier Soria-Lorente:
Watermarking Based on Krawtchouk Moments for Handwritten Document Images. 122-129
Data Mining and Applications
- Niusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa, Andrés Gago Alonso, José Francisco Martínez Trinidad, José Eladio Medina-Pagola:
Multi-graph Frequent Approximate Subgraph Mining for Image Clustering. 133-140 - Yadisbel Martinez-Cañete, Sergio Daniel Cano-Ortiz, Lienys Lombardía-Legrá, Ernesto Rodríguez-Fernández, Liette Veranes-Vicet:
Data Mining Techniques in Normal or Pathological Infant Cry. 141-148 - Cielo K. Basante-Villota, Carlos M. Ortega-Castillo, Diego Fernando Peña-Unigarro, Edgardo Javier Revelo-Fuelagán, Jose Alejandro Salazar-Castro, MacArthur Ortega-Bustamante, Paul D. Rosero-Montalvo, Laura Stella Vega-Escobar, Diego Hernán Peluffo-Ordóñez:
Angle-Based Model for Interactive Dimensionality Reduction and Data Visualization. 149-157 - Yisel Clavel Quintero, Leticia Arco García:
Irony Detection Based on Character Language Model Classifiers. 158-165 - Mario Alfonso Prado-Romero, Alberto Fernández Oliva, Lucina García Hernández:
Identifying Twitter Users Influence and Open Mindedness Using Anomaly Detection. 166-173 - Hiram Calvo, Ramón Rivera Camacho, Ricardo Barrón Fernández:
Semantic Loss in Autoencoder Tree Reconstruction Based on Different Tuple-Based Algorithms. 174-181
Machine Learning Theory and Applications
- Carlos A. Loza:
Robust K-SVD: A Novel Approach for Dictionary Learning. 185-192 - Ivett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof:
Customer Segmentation Using Multiple Instance Clustering and Purchasing Behaviors. 193-200 - Diego Fabian Collazos-Huertas, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning. 201-209 - Daniel Guillermo García-Murillo, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Relevance of Filter Bank Common Spatial Patterns Using Multiple Kernel Learning in Motor Imagery. 210-218 - Hector González, Carlos Morell, Francesc J. Ferri:
Accelerated Proximal Gradient Descent in Metric Learning for Kernel Regression. 219-227 - Beatriz M. Méndez-Hernández, Jessica Coto Palacio, Yailen Martínez Jiménez, Ann Nowé, Erick D. Rodríguez Bazan:
A Reinforcement Learning Approach for the Report Scheduling Process Under Multiple Constraints. 228-235
Pattern Recognition and Applications
- Milton García-Borroto:
A Restriction-Based Approach to Generalizations. 239-246 - Gabriela Pérez, Marilyn Bello-García, Gonzalo Nápoles, María Matilde García Lorenzo, Rafael Bello, Koen Vanhoof:
Expanding MLkNN Using Extended Rough Set Theory. 247-254 - Nayma Cepero-Pérez, Luis Alberto Denis-Miranda, Rafael Hernández-Palacio, Mailyn Moreno-Espino, Milton García-Borroto:
Proactive Forest for Supervised Classification. 255-262 - Jorge Fernández, Angélica Rojas, Genaro Daza-Santacoloma, Diana Gómez, Andrés M. Álvarez, Álvaro Orozco:
Student Desertion Prediction Using Kernel Relevance Analysis. 263-270 - Tlazohtzin Mora-García, Fernanda Piña-Quintero, Martha R. Ortiz-Posadas:
Medical Equipment Replacement Prioritization Indicator Using Multi-criteria Decision Analysis. 271-279 - Keider Hoyos, Jorge Fernández, Beatriz Martinez, Óscar Alberto Henao, Álvaro Orozco, Genaro Daza:
Imbalanced Data Classification Using a Relevant Information-Based Sampling Approach. 280-287 - Marieta Peña Abreu, Carlos R. Rodríguez Rodríguez, Roberto García Vacacela, Pedro Yobanis Piñero Pérez:
Economic Feasibility of Projects Using Triangular Fuzzy Numbers. 288-298 - Joel Pino Gómez, Fidel Ernesto Hernández Montero, Julio César Gomez-Mancilla:
Variable Selection for Journal Bearing Faults Diagnostic Through Logical Combinatorial Pattern Recognition. 299-306
Signals Analysis and Processing
- Miguel A. Becerra, Edwin Londoño-Delgado, Sonia M. Pelaez-Becerra, Andrés Eduardo Castro-Ospina, Cristian Mejía-Arboleda, Julián Durango, Diego Hernán Peluffo-Ordóñez:
Electroencephalographic Signals and Emotional States for Tactile Pleasantness Classification. 309-316 - Camilo Valenzuela, Héctor Allende, Carlos Valle:
Multi-horizon Scalable Wind Power Forecast System. 317-325 - Julian Caicedo-Acosta, Luisa Fernanda Velásquez-Martínez, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing Interfaces. 326-333 - Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Sub Band CSP Using Spatial Entropy-Based Relevance in MI Tasks. 334-341 - Danyer L. Acevedo-Galán, Marcos Quiñones-Grueiro, Alberto Prieto-Moreno, Orestes Llanes-Santiago:
A New Approach for Fault Diagnosis of Industrial Processes During Transitions. 342-350 - Luisa Fernanda Velásquez-Martínez, F. Y. Zapata-Castaño, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Detecting EEG Dynamic Changes Using Supervised Temporal Patterns. 351-358 - David Luna-Naranjo, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Entropy-Based Relevance Selection of Independent Components Supporting Motor Imagery Tasks. 359-367 - Laura Lasso-Arciniegas, Andres Viveros-Melo, Jose Alejandro Salazar-Castro, Miguel A. Becerra, Andrés Eduardo Castro-Ospina, Edgardo Javier Revelo-Fuelagán, Diego Hernán Peluffo-Ordóñez:
Movement Identification in EMG Signals Using Machine Learning: A Comparative Study. 368-375 - Edward L. Campbell, Gabriel Hernández, José Ramón Calvo de Lara:
Feature Extraction of Automatic Speaker Recognition, Analysis and Evaluation in Real Environment. 376-383
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