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18th MICAI 2019: Xalapa, Mexico
- Lourdes Martínez-Villaseñor, Ildar Z. Batyrshin, Antonio Marín-Hernández:
Advances in Soft Computing - 18th Mexican International Conference on Artificial Intelligence, MICAI 2019, Xalapa, Mexico, October 27 - November 2, 2019, Proceedings. Lecture Notes in Computer Science 11835, Springer 2019, ISBN 978-3-030-33748-3
Machine Learning
- Andres A. Angulo, Juan Antonio Vega Fernández, Lina Maria Aguilar-Lobo, Shailendra Natraj, Gilberto Ochoa-Ruiz
:
Road Damage Detection Acquisition System Based on Deep Neural Networks for Physical Asset Management. 3-14 - Felipe de la Rosa-Rivera
Implementation of Algorithm Recommendation Models for Timetabling Instances. 15-27 - Rogelio Bautista-Sánchez
Statistical Approach in Data Filtering for Prediction Vessel Movements Through Time and Estimation Route Using Historical AIS Data. 28-38 - Sana Shams, Muhammad Aslam, Ana María Martínez Enríquez:
Lexical Intent Recognition in Urdu Queries Using Deep Neural Networks. 39-50 - Omar Rodríguez López, Guillermo de Jesús Hoyos-Rivera:
A Simple but Powerful Word Polarity Classification Model. 51-62 - Henrique Pereira Borges, Marilton Sanchotene de Aguiar
Mineral Classification Using Machine Learning and Images of Microscopic Rock Thin Section. 63-76 - Arturo Hernández-Miranda, Alexander F. Gelbukh, Olga Kolesnikova:
Lexical Function Identification Using Word Embeddings and Deep Learning. 77-86 - Diego Gabriel Alonso, Alfredo Raúl Teyseyre
A Deep Learning Approach for Hybrid Hand Gesture Recognition. 87-99 - Andrés Rico, Leonardo Garrido:
Feed Forward Classification Neural Network for Prediction of Human Affective States Using Continuous Multi Sensory Data Acquisition. 100-111 - Daniel Palomino
Advanced Transfer Learning Approach for Improving Spanish Sentiment Analysis. 112-123 - Ulisses Brisolara Corrêa
AE-CharCNN: Char-Level Convolutional Neural Networks for Aspect-Based Sentiment Analysis. 124-135 - Octavio Loyola-González
Understanding the Criminal Behavior in Mexico City through an Explainable Artificial Intelligence Model. 136-149 - Erick Lara-Cárdenas
Improving Hyper-heuristic Performance for Job Shop Scheduling Problems Using Neural Networks. 150-161 - Roberto Carlos Vazquez-Nava, Miguel González-Mendoza
Early Anomalous Vehicular Traffic Detection Through Spectral Techniques and Unsupervised Learning Models. 162-175 - Juan Sebastián Guadalupe Godínez-Borja, Marco Antonio Corona Ruiz, Carlos Pérez Leguízamo:
ADSOA - Fault Detection and Recovery Technology Based on Collective Intelligence. 176-186 - Yesenia Alejandro, Leon Palafox
Gentrification Prediction Using Machine Learning. 187-199 - Manuel Mejía-Lavalle
Pulsed Neural Network Plus Parallel Multi-core Approach to Solve Efficiently Big Shortest Path Problems. 200-211 - Sarahi Aguilar-Gonzalez, Leon Palafox
Prediction of Student Attrition Using Machine Learning. 212-222 - Fevrier Valdez, Patricia Melin
Optimization of Modular Neural Networks for Pattern Recognition with Parallel Genetic Algorithms. 223-235
Optimization and Planning
- Harry Oviedo
A Scaled Gradient Projection Method for Minimization over the Stiefel Manifold. 239-250 - Karina Figueroa
Local Sensitive Hashing for Proximity Searching. 251-261 - Apolinar Velarde Martínez
Parallel Task Graphs Scheduling Based on the Internal Structure. 262-276 - Juan Roberto López Gutiérrez
Bounded Region Optimization of PID Gains for Grid Forming Inverters with Genetic Algorithms. 277-289 - Esteban Morales, Cristina Juarez, Edgar García, José Sanchéz:
Differential Evolution Based on Learnable Evolution Model for Function Optimization. 290-302
Best Paper Award, Second Place
- Hiram Ponce, José Antonio Marmolejo-Saucedo
Towards Constant Calculation in Disjunctive Inequalities Using Wound Treatment Optimization. 305-316 - Magda López-López, Axel Zamora, Roberto Antonio Vázquez:
Automatic Diet Generation by Particle Swarm Optimization Algorithm. 317-329 - Cesar J. Montiel Moctezuma, Jaime Mora-Vargas, Miguel González-Mendoza
Solving Dynamic Combinatorial Optimization Problems Using a Probabilistic Distribution as Self-adaptive Mechanism in a Genetic Algorithm. 330-349
Fuzzy Systems, Reasoning and Intelligent Applications
- Ivan Feliciano-Avelino, Miguel Ángel Álvarez-Carmona, Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor Pineda:
Cross-Cultural Image-Based Author Profiling in Twitter. 353-363 - José Daniel Vargas-Proa, Carlos Fabián García-Martínez, Miroslava Cano-Lara
Application of Fuzzy Logic in the Edge Detection of Real Pieces in Controlled Scenarios. 364-376 - José Solis-Cordova, Sandra Silvia Roblero Aguilar
Grey-Fuzzy Approach to Support the Optimisation of the Shot Peening Process. 377-390 - Francisco G. Salas
An Approach to Knowledge Discovery for Fault Detection by Using Compensatory Fuzzy Logic. 391-402 - José Luis Vilchis Medina, Pierre Siegel, Vincent Risch, Andrei Doncescu:
A Resilient Behavior Approach Based on Non-monotonic Logic. 403-413 - Antoni Perello-Moragues, Pablo Noriega
A Playground for the Value Alignment Problem. 414-429 - Omar Mata
A Model Using Artificial Neural Networks and Fuzzy Logic for Knowing the Consumer on Smart Thermostats as a S3 Product. 430-439 - Roberto Reyes
Methodology for the Implementation of Virtual Assistants for Education Using Google Dialogflow. 440-451 - Diana Margarita Córdova Esparza
Audio-Visual Database for Spanish-Based Speech Recognition Systems. 452-460
Best Paper Award, Third Place
- Vladimir V. Bochkarev
A Corpus-Based Study of the Rate of Changes in Frequency of Syntactic Bigrams in English and Russian. 463-474 - Alberto Reyes, Pablo H. Ibargüengoytia, Guillermo Santamaría Bonfil
SPI: A Software Tool for Planning Under Uncertainty Based on Learning Factored MDPs. 475-485 - Gabriel Alejandro Medina-Aguilar
The Blade Runner Scene. How Human-Machine Contact Incarnates Social Interaction. 486-492 - Mónica Borunda, Raul Garduño Ramírez, Ann E. Nicholson, Javier de la Cruz
Assessment of Small-Scale Wind Turbines to Meet High-Energy Demand in Mexico with Bayesian Decision Networks. 493-506 - Fábio Aiub Sperotto
Ontology-Based Legal System in Multi-agents Systems. 507-521 - Raul Garduño Ramírez, Mónica Borunda, Miguel A. Hernandez, Gorka Zubeldia:
Speed Control of a Wind Turbine Using Fuzzy Logic. 522-536 - Omar Hernández Yáñez
Hardware Implementation of Karnik-Mendel Algorithm for Interval Type-2 Fuzzy Sets and Systems. 537-545 - Pedro Ponce
Designing Fuzzy Artificial Organic Networks Using Sliding-Mode Control. 546-556 - Martín Montes Rivera
Performance of Human Proposed Equations, Genetic Programming Equations, and Artificial Neural Networks in a Real-Time Color Labeling Assistant for the Colorblind. 557-575
Vision and Robotics
- Jacobo E. Cruz-Silva
3-D Human Body Posture Reconstruction by Computer Vision. 579-588 - Renata Zottis Junges
Brazilian Traffic Signs Detection and Recognition in Videos Using CLAHE, HOG Feature Extraction and SVM Cascade Classifier with Temporal Coherence. 589-600 - Sebastián Salazar-Colores
A Fast and Robust Deep Learning Approach for Hand Object Grasping Confirmation. 601-612 - Daniel S. Levkovits-Scherer, Israel Cruz-Vega
Real-Time Monocular Vision-Based UAV Obstacle Detection and Collision Avoidance in GPS-Denied Outdoor Environments Using CNN MobileNet-SSD. 613-621 - Lucero Alvarado, Griselda Quiroz, Angel Rodríguez-Liñán
Clusterized KNN for EEG Channel Selection and Prototyping of Lower Limb Joint Torques. 622-632 - Carlos Hernández-Santos
Stewart Robotic Platform for Topographic Measuring System. 633-645 - Elizabeth Santiago
A Knowledge and Probabilistic Based Task Planning Architecture for Service Robotics. 646-657
Best Paper Award, First Place
- Orlando Lara-Guzmán
RGB-D Camera and 2D Laser Integration for Robot Navigation in Dynamic Environments. 661-674 - Ludivina Facundo, Chidentree Treesatayapun, Arturo Baltazar:
Adaptive Controller Based on IF-THEN Rules and Simultaneous Perturbation Stochastic Approximation Tuning for a Robotic System. 675-686 - César E. Cea-Montufar, Emmanuel Alejandro Merchán Cruz
Multi-objective GA for Collision Avoidance on Robot Manipulators Based on Artificial Potential Field. 687-700 - Humberto Sossa, Elsa Rubio-Espino, Víctor Hugo Ponce Ponce
Vertex Codification Applied to 3-D Binary Image Euler Number Computation. 701-713 - Leticia Luna-Lobano, Prometeo Cortés-Antonio
Comparative Study of P, PI, Fuzzy and Fuzzy PI Controllers in Position Control for Omnidirectional Robots. 714-727 - Hiram Ponce, Mario Acevedo, Elizabeth Morales-Olvera, Lourdes Martínez-Villaseñor
Modeling and Control Balance Design for a New Bio-inspired Four-Legged Robot. 728-739 - José Arturo Cocoma-Ortega
Towards High-Speed Localisation for Autonomous Drone Racing. 740-751
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