Progress in Artificial Intelligence and Pattern Recognition: 6th International Workshop, IWAIPR 2018, Havana, Cuba, September 24–26, 2018, Proceedings

Front Matter ....Pages I-XV
Front Matter ....Pages 1-1
 Improving Explanatory Power of Machine Learning in the Symbolic Data Analysis Framework  (E. Diday)....Pages 3-14
Front Matter ....Pages 15-15
 Classification of Neuron Sets from Non-disease States Using Time Series Obtained Through Nonlinear Analysis of the 3D Dendritic Structures  (Leonardo Agustín Hernández-Pérez, José Daniel López-Cabrera, Rubén Orozco-Morales, Juan Valentín Lorenzo-Ginori)....Pages 17-25
 Evaluating the Max-Min Hill-Climbing Estimation of Distribution Algorithm on B-Functions  (Julio Madera, Alberto Ochoa)....Pages 26-33
 Calcified Plaque Detection in IVUS Sequences: Preliminary Results Using Convolutional Nets  (Simone Balocco, Mauricio González, Ricardo Ñanculef, Petia Radeva, Gabriel Thomas)....Pages 34-42
 Multilayer-Based HMM Training to Support Bearing Fault Diagnosis  (Jorge Fernández, Andrés Álvarez, H. Quintero, J. Echeverry, Álvaro Orozco)....Pages 43-50
 Predictive Model for Specific Energy Consumption in the Turning of AISI 316L Steel  (Dagnier-Antonio Curra-Sosa, Roberto Pérez-Rodríguez, Ricardo Del-Risco-Alfonso)....Pages 51-58
 Training Neural Networks by Continuation Particle Swarm Optimization  (Jairo Rojas-Delgado, Rafael Trujillo-Rasúa)....Pages 59-67
 Intelligent Data Analysis to Calculate the Operational Reliability Coefficient  (Zoila Esther Morales Tabares, Alcides Cabrera Campos, Efrén Vázquez Silva, Roberto Antonio Infante Milanés)....Pages 68-76
 An Integrated Deep Neural Network for Defect Detection in Dynamic Textile Textures  (Dirk Siegmund, Ashok Prajapati, Florian Kirchbuchner, Arjan Kuijper)....Pages 77-84
Front Matter ....Pages 85-85
 Speeding up High Resolution Palmprint Matching by Using Singular Points  (Manuel Aguado-Martínez, José Hernández-Palancar)....Pages 87-94
 Low-Resolution Face Recognition with Deep Convolutional Features in the Dissimilarity Space  (Mairelys Hernández-Durán, Yenisel Plasencia-Calaña, Heydi Méndez-Vázquez)....Pages 95-103
 Exploring Local Deep Representations for Facial Gender Classification in Videos  (Fabiola Becerra-Riera, Annette Morales-González, Heydi Méndez-Vázquez)....Pages 104-112
 Individual Finger Movement Recognition Based on sEMG and Classification Techniques  (Laura Stella Vega-Escobar, Andrés Eduardo Castro-Ospina, Leonardo Duque-Muñoz)....Pages 113-121
 Watermarking Based on Krawtchouk Moments for Handwritten Document Images  (Ernesto Avila-Domenech, Anier Soria-Lorente)....Pages 122-129
Front Matter ....Pages 131-131
 Multi-graph Frequent Approximate Subgraph Mining for Image Clustering  (Niusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa, Andrés Gago-Alonso, José Francisco Martínez-Trinidad, José Eladio Medina-Pagola)....Pages 133-140
 Data Mining Techniques in Normal or Pathological Infant Cry  (Yadisbel Martinez-Cañete, Sergio Daniel Cano-Ortiz, Lienys Lombardía-Legrá, Ernesto Rodríguez-Fernández, Liette Veranes-Vicet)....Pages 141-148
 Angle-Based Model for Interactive Dimensionality Reduction and Data Visualization  (Cielo K. Basante-Villota, Carlos M. Ortega-Castillo, Diego F. Peña-Unigarro, E. Javier Revelo-Fuelagán, Jose A. Salazar-Castro, MacArthur Ortega-Bustamante et al.)....Pages 149-157
 Irony Detection Based on Character Language Model Classifiers  (Yisel Clavel Quintero, Leticia Arco García)....Pages 158-165
 Identifying Twitter Users Influence and Open Mindedness Using Anomaly Detection  (Mario Alfonso Prado-Romero, Alberto Fernández Oliva, Lucina García Hernández)....Pages 166-173
 Semantic Loss in Autoencoder Tree Reconstruction Based on Different Tuple-Based Algorithms  (Hiram Calvo, Ramón Rivera-Camacho, Ricardo Barrón-Fernndez)....Pages 174-181
Front Matter ....Pages 183-183
 Robust K-SVD: A Novel Approach for Dictionary Learning  (Carlos A. Loza)....Pages 185-192
 Customer Segmentation Using Multiple Instance Clustering and Purchasing Behaviors  (Ivett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof)....Pages 193-200
 Multimodal Alzheimer Diagnosis Using Instance-Based Data Representation and Multiple Kernel Learning  (Diego Collazos-Huertas, David Cárdenas-Peña, German Castellanos-Dominguez)....Pages 201-209
 Relevance of Filter Bank Common Spatial Patterns Using Multiple Kernel Learning in Motor Imagery  (Daniel G. García-Murillo, David Cárdenas-Peña, Germán Castellanos-Dominguez)....Pages 210-218
 Accelerated Proximal Gradient Descent in Metric Learning for Kernel Regression  (Hector Gonzalez, Carlos Morell, Francesc J. Ferri)....Pages 219-227
 A Reinforcement Learning Approach for the Report Scheduling Process Under Multiple Constraints  (Beatriz M. Méndez-Hernández, Jessica Coto Palacio, Yailen Martínez Jiménez, Ann Nowé, Erick D. Rodríguez Bazan)....Pages 228-235
Front Matter ....Pages 237-237
 A Restriction-Based Approach to Generalizations  (Milton García-Borroto)....Pages 239-246
 Expanding MLkNN Using Extended Rough Set Theory  (Gabriela Pérez, Marilyn Bello, Gonzalo Nápoles, María Matilde García, Rafael Bello, Koen Vanhoof)....Pages 247-254
 Proactive Forest for Supervised Classification  (Nayma Cepero-Pérez, Luis Alberto Denis-Miranda, Rafael Hernández-Palacio, Mailyn Moreno-Espino, Milton García-Borroto)....Pages 255-262
 Student Desertion Prediction Using Kernel Relevance Analysis  (Jorge Fernández, Angelica Rojas, Genaro Daza, Diana Gómez, Andrés Álvarez, Álvaro Orozco)....Pages 263-270
 Medical Equipment Replacement Prioritization Indicator Using Multi-criteria Decision Analysis  (Tlazohtzin Mora-García, Fernanda Piña-Quintero, Martha Ortiz-Posadas)....Pages 271-279
 Imbalanced Data Classification Using a Relevant Information-Based Sampling Approach  (Keider Hoyos, Jorge Fernández, Beatriz Martinez, Óscar Henao, Álvaro Orozco, Genaro Daza)....Pages 280-287
 Economic Feasibility of Projects Using Triangular Fuzzy Numbers  (Marieta Peña Abreu, Carlos R. Rodríguez Rodríguez, Roberto García Vacacela, Pedro Y. Piñero Pérez)....Pages 288-298
 Variable Selection for Journal Bearing Faults Diagnostic Through Logical Combinatorial Pattern Recognition  (Joel Pino Gómez, Fidel E. Hernández Montero, Julio C. Gómez Mancilla)....Pages 299-306
Front Matter ....Pages 307-307
 Electroencephalographic Signals and Emotional States for Tactile Pleasantness Classification  (Miguel A. Becerra, Edwin Londoño-Delgado, Sonia M. Pelaez-Becerra, Andrés Eduardo Castro-Ospina, Cristian Mejia-Arboleda, Julián Durango et al.)....Pages 309-316
 Multi-horizon Scalable Wind Power Forecast System  (Camilo Valenzuela, Héctor Allende, Carlos Valle)....Pages 317-325
 Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing Interfaces  (Julian Caicedo-Acosta, Luisa Velasquez-Martinez, David Cárdenas-Peña, Germán Castellanos-Dominguez)....Pages 326-333
 Sub Band CSP Using Spatial Entropy-Based Relevance in MI Tasks  (Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Dominguez)....Pages 334-341
 A New Approach for Fault Diagnosis of Industrial Processes During Transitions  (Danyer L. Acevedo-Galán, Marcos Quiñones-Grueiro, Alberto Prieto-Moreno, Orestes Llanes-Santiago)....Pages 342-350
 Detecting EEG Dynamic Changes Using Supervised Temporal Patterns  (Luisa F. Velasquez-Martinez, F. Y. Zapata-Castaño, David Cárdenas-Peña, Germán Castellanos-Dominguez)....Pages 351-358
 Entropy-Based Relevance Selection of Independent Components Supporting Motor Imagery Tasks  (David Luna-Naranjo, David Cárdenas-Peña, Germán Castellanos-Dominguez)....Pages 359-367
 Movement Identification in EMG Signals Using Machine Learning: A Comparative Study  (Laura Lasso-Arciniegas, Andres Viveros-Melo, José A. Salazar-Castro, Miguel A. Becerra, Andrés Eduardo Castro-Ospina, E. Javier Revelo-Fuelagán et al.)....Pages 368-375
 Feature Extraction of Automatic Speaker Recognition, Analysis and Evaluation in Real Environment  (Edward L. Campbell, Gabriel Hernández, José Ramón Calvo)....Pages 376-383
Back Matter ....Pages 385-386