Table of Contents

• Road Damage Detection Acquisition System Based on Deep Neural Networks for Physical Asset ManagementAndres A. Angulo, Juan Antonio Vega Fernández, Lina Maria Aguilar-Lobo, Shailendra Natraj, Gilberto Ochoa-Ruiz. 3-14 [doi]
• Implementation of Algorithm Recommendation Models for Timetabling InstancesFelipe de la Rosa-Rivera, Jose I. Nunez-Varela. 15-27 [doi]
• Statistical Approach in Data Filtering for Prediction Vessel Movements Through Time and Estimation Route Using Historical AIS DataRogelio Bautista-Sánchez, Liliana Ibeth Barbosa-Santillán, Juan J. Sánchez-Escobar. 28-38 [doi]
• Lexical Intent Recognition in Urdu Queries Using Deep Neural NetworksSana Shams, Muhammad Aslam 0001, Ana María Martínez Enríquez. 39-50 [doi]
• A Simple but Powerful Word Polarity Classification ModelOmar Rodríguez López, Guillermo de Jesús Hoyos-Rivera. 51-62 [doi]
• Mineral Classification Using Machine Learning and Images of Microscopic Rock Thin SectionHenrique Pereira Borges, Marilton Sanchotene de Aguiar. 63-76 [doi]
• Lexical Function Identification Using Word Embeddings and Deep LearningArturo Hernández-Miranda, Alexander F. Gelbukh, Olga Kolesnikova. 77-86 [doi]
• A Deep Learning Approach for Hybrid Hand Gesture RecognitionDiego Gabriel Alonso, Alfredo Raúl Teyseyre, Luis Berdún, Silvia N. Schiaffino. 87-99 [doi]
• Feed Forward Classification Neural Network for Prediction of Human Affective States Using Continuous Multi Sensory Data AcquisitionAndrés Rico, Leonardo Garrido. 100-111 [doi]
• Advanced Transfer Learning Approach for Improving Spanish Sentiment AnalysisDaniel Palomino, José Ochoa Luna. 112-123 [doi]
• AE-CharCNN: Char-Level Convolutional Neural Networks for Aspect-Based Sentiment AnalysisUlisses Brisolara Corrêa, Ricardo Matsumura de Araújo. 124-135 [doi]
• Understanding the Criminal Behavior in Mexico City through an Explainable Artificial Intelligence ModelOctavio Loyola-González. 136-149 [doi]
• Improving Hyper-heuristic Performance for Job Shop Scheduling Problems Using Neural NetworksErick Lara-Cárdenas, Xavier Sánchez-Díaz, Iván Amaya, José Carlos Ortiz-Bayliss. 150-161 [doi]
• Early Anomalous Vehicular Traffic Detection Through Spectral Techniques and Unsupervised Learning ModelsRoberto Carlos Vazquez-Nava, Miguel Gonzalez-Mendoza, Oscar Herrera-Alcántara, Neil Hernández-Gress. 162-175 [doi]
• ADSOA - Fault Detection and Recovery Technology Based on Collective IntelligenceJuan Sebastián Guadalupe Godínez-Borja, Marco Antonio Corona Ruiz, Carlos Pérez Leguízamo. 176-186 [doi]
• Gentrification Prediction Using Machine LearningYesenia Alejandro, Leon Palafox. 187-199 [doi]
• Pulsed Neural Network Plus Parallel Multi-core Approach to Solve Efficiently Big Shortest Path ProblemsManuel Mejía-Lavalle, Javier Ortiz, Alicia Martínez, Jose Paredes, Dante Mújica. 200-211 [doi]
• Prediction of Student Attrition Using Machine LearningSarahi Aguilar-Gonzalez, Leon Palafox. 212-222 [doi]
• Optimization of Modular Neural Networks for Pattern Recognition with Parallel Genetic AlgorithmsFevrier Valdez, Patricia Melin, Oscar Castillo 0001. 223-235 [doi]
• A Scaled Gradient Projection Method for Minimization over the Stiefel ManifoldHarry Oviedo, Oscar Dalmau. 239-250 [doi]
• Local Sensitive Hashing for Proximity SearchingKarina Figueroa, Antonio Camarena-Ibarrola, Luis Valero-Elizondo. 251-261 [doi]
• Parallel Task Graphs Scheduling Based on the Internal StructureApolinar Velarde Martínez. 262-276 [doi]
• Bounded Region Optimization of PID Gains for Grid Forming Inverters with Genetic AlgorithmsJuan Roberto López Gutiérrez, Pedro Ponce Cruz, Arturo Molina Gutiérrez. 277-289 [doi]
• Differential Evolution Based on Learnable Evolution Model for Function OptimizationEsteban Morales, Cristina Juarez, Edgar García, José Sanchéz. 290-302 [doi]
• Towards Constant Calculation in Disjunctive Inequalities Using Wound Treatment OptimizationHiram Ponce, José Antonio Marmolejo-Saucedo, María de Lourdes Martínez-Villaseñor. 305-316 [doi]
• Automatic Diet Generation by Particle Swarm Optimization AlgorithmMagda López-López, Axel Zamora, Roberto A. Vazquez. 317-329 [doi]
• Solving Dynamic Combinatorial Optimization Problems Using a Probabilistic Distribution as Self-adaptive Mechanism in a Genetic AlgorithmCesar J. Montiel Moctezuma, Jaime Mora-Vargas, Miguel González-Mendoza. 330-349 [doi]
• Cross-Cultural Image-Based Author Profiling in TwitterIvan Feliciano-Avelino, Miguel Ángel Álvarez Carmona, Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor Pineda. 353-363 [doi]
• Application of Fuzzy Logic in the Edge Detection of Real Pieces in Controlled ScenariosJosé Daniel Vargas-Proa, Carlos Fabián García-Martínez, Miroslava Cano-Lara, Horacio Rostro-González. 364-376 [doi]
• Grey-Fuzzy Approach to Support the Optimisation of the Shot Peening ProcessJosé Solis-Cordova, Sandra Silvia Roblero Aguilar, Nelva Nely Almanza Ortega, José Solis-Romero. 377-390 [doi]
• An Approach to Knowledge Discovery for Fault Detection by Using Compensatory Fuzzy LogicFrancisco G. Salas, Raymundo Juarez del Toro, Rafael Espin, Juan Manuel Jimenez. 391-402 [doi]
• A Resilient Behavior Approach Based on Non-monotonic LogicJosé Luis Vilchis Medina, Pierre Siegel, Vincent Risch, Andrei Doncescu. 403-413 [doi]
• A Playground for the Value Alignment ProblemAntoni Perello-Moragues, Pablo Noriega. 414-429 [doi]
• A Model Using Artificial Neural Networks and Fuzzy Logic for Knowing the Consumer on Smart Thermostats as a S3 ProductOmar Mata, Pedro Ponce, Isabel Méndez, Arturo Molina 0001, Alan Meier, Therese Peffer. 430-439 [doi]
• Methodology for the Implementation of Virtual Assistants for Education Using Google DialogflowRoberto Reyes, David Garza, Leonardo Garrido, Victor de la Cueva, Jorge Ramirez. 440-451 [doi]
• Audio-Visual Database for Spanish-Based Speech Recognition SystemsDiana Margarita Córdova Esparza, Juan R. Terven, Alejandro Romero, Ana Marcela Herrera-Navarro. 452-460 [doi]
• A Corpus-Based Study of the Rate of Changes in Frequency of Syntactic Bigrams in English and RussianVladimir V. Bochkarev, Valery D. Solovyev, Anna V. Shevlyakova. 463-474 [doi]
• SPI: A Software Tool for Planning Under Uncertainty Based on Learning Factored MDPsAlberto Reyes, Pablo H. Ibargüengoytia, Guillermo Santamaría Bonfil. 475-485 [doi]
• The Blade Runner Scene. How Human-Machine Contact Incarnates Social InteractionGabriel Alejandro Medina-Aguilar. 486-492 [doi]
• Assessment of Small-Scale Wind Turbines to Meet High-Energy Demand in Mexico with Bayesian Decision NetworksMónica Borunda, Raul Garduño Ramírez, Ann E. Nicholson, Javier de la Cruz. 493-506 [doi]
• Ontology-Based Legal System in Multi-agents SystemsFábio Aiub Sperotto, Mairon Belchior, Marilton Sanchotene de Aguiar. 507-521 [doi]
• Speed Control of a Wind Turbine Using Fuzzy LogicRaul Garduño Ramírez, Mónica Borunda, Miguel A. Hernandez, Gorka Zubeldia. 522-536 [doi]
• Hardware Implementation of Karnik-Mendel Algorithm for Interval Type-2 Fuzzy Sets and SystemsOmar Hernández Yáñez, Herón Molina Lozano, Ildar Z. Batyrshin. 537-545 [doi]
• Designing Fuzzy Artificial Organic Networks Using Sliding-Mode ControlPedro Ponce, Antonio Rosales, Arturo Molina 0001, Raja Ayyanar. 546-556 [doi]
• Performance of Human Proposed Equations, Genetic Programming Equations, and Artificial Neural Networks in a Real-Time Color Labeling Assistant for the ColorblindMartín Montes Rivera, Alejandro Padilla, Julio César Ponce Gallegos, Juana Canul-Reich, Alberto Ochoa-Zezzatti, Miguel A. Meza de Luna. 557-575 [doi]
• 3-D Human Body Posture Reconstruction by Computer VisionJacobo E. Cruz-Silva, Jesús Y. Montiel-Pérez, Juan Humberto Sossa Azuela. 579-588 [doi]
• Brazilian Traffic Signs Detection and Recognition in Videos Using CLAHE, HOG Feature Extraction and SVM Cascade Classifier with Temporal CoherenceRenata Zottis Junges, Mauricio Braga de Paula, Marilton Sanchotene de Aguiar. 589-600 [doi]
• A Fast and Robust Deep Learning Approach for Hand Object Grasping ConfirmationSebastián Salazar-Colores, Arquímides Méndez-Molina, David Carrillo-López, Esaú Escobar-Juárez, Eduardo F. Morales, Luis Enrique Sucar. 601-612 [doi]
• Real-Time Monocular Vision-Based UAV Obstacle Detection and Collision Avoidance in GPS-Denied Outdoor Environments Using CNN MobileNet-SSDDaniel S. Levkovits-Scherer, Israel Cruz-Vega, José Martínez-Carranza. 613-621 [doi]
• Clusterized KNN for EEG Channel Selection and Prototyping of Lower Limb Joint TorquesLucero Alvarado, Griselda Quiroz, Angel Rodríguez-Liñán, Luis M. Torres-Treviño. 622-632 [doi]
• Stewart Robotic Platform for Topographic Measuring SystemCarlos Hernández-Santos, Donovan S. Labastida, Ernesto J. Rincón, A. Fernández-Ramírez, Fermín C. Aragón, José Valderrama-Chairez. 633-645 [doi]
• A Knowledge and Probabilistic Based Task Planning Architecture for Service RoboticsElizabeth Santiago, Sergio A. Serrano, Luis Enrique Sucar. 646-657 [doi]
• RGB-D Camera and 2D Laser Integration for Robot Navigation in Dynamic EnvironmentsOrlando Lara-Guzmán, Sergio A. Serrano, David Carrillo-López, Luis Enrique Sucar. 661-674 [doi]
• Adaptive Controller Based on IF-THEN Rules and Simultaneous Perturbation Stochastic Approximation Tuning for a Robotic SystemLudivina Facundo, Chidentree Treesatayapun, Arturo Baltazar. 675-686 [doi]
• Multi-objective GA for Collision Avoidance on Robot Manipulators Based on Artificial Potential FieldCésar E. Cea-Montufar, Emmanuel Alejandro Merchán Cruz, Javier Ramírez-Gordillo, Bárbara M. Gutiérrez-Mejía, Erasto Vergara-Hernández, Adriana Nava-Vega. 687-700 [doi]
• Vertex Codification Applied to 3-D Binary Image Euler Number ComputationHumberto Sossa, Elsa Rubio-Espino, Víctor Hugo Ponce Ponce, Hermilo Sánchez-Cruz. 701-713 [doi]
• Comparative Study of P, PI, Fuzzy and Fuzzy PI Controllers in Position Control for Omnidirectional RobotsLeticia Luna-Lobano, Prometeo Cortés Antonio, Oscar Castillo 0001, Patricia Melin. 714-727 [doi]
• Modeling and Control Balance Design for a New Bio-inspired Four-Legged RobotHiram Ponce, Mario Acevedo, Elizabeth Morales-Olvera, Lourdes Martínez-Villaseñor, Gabriel Díaz-Ramos, Carlos Mayorga-Acosta. 728-739 [doi]
• Towards High-Speed Localisation for Autonomous Drone RacingJosé Arturo Cocoma-Ortega, José Martínez-Carranza. 740-751 [doi]