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ORCIDMICAI 2016: Cancún, Mexico
- Obdulia Pichardo-Lagunas, Sabino Miranda-Jiménez:
Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Mexico, October 23-28, 2016, Proceedings, Part II. Lecture Notes in Computer Science 10062, Springer 2017, ISBN 978-3-319-62427-3
General
- Ángel Fernando Kuri Morales, Ignacio Lopez-Peña:
Normality from Monte Carlo Simulation for Statistical Validation of Computer Intensive Algorithms. 3-14 - Manuel Ricardo Carlos-Loya
, Fernando Martínez, Raymundo Cornejo, Luis C. González:
Are Android Smartphones Ready to Locally Execute Intelligent Algorithms? 15-25
Reasoning and Multi-Agent Systems
- Matthew Mantle, Sotirios Batsakis, Grigoris Antoniou:
Large Scale Reasoning Using Allen's Interval Algebra. 29-41 - Alexei A. Morozov, Olga S. Sushkova, Alexander F. Polupanov:
Towards the Distributed Logic Programming of Intelligent Visual Surveillance Applications. 42-53 - Viridiana Cruz-Gutiérrez, Mario Alberto Posada-Zamora, Abraham Sánchez López:
An Efficient Expert System for Diabetes with a Bayesian Inference Engine. 54-64 - Arnoldo Uber Junior, Paulo José de Freitas Filho, Ricardo Azambuja Silveira, Mariana Dehon Costa e Lima, Rodolfo Wilvert Reitz:
iEnsemble: A Framework for Committee Machine Based on Multiagent Systems with Reinforcement Learning. 65-80 - Arles Rodríguez, Jonatan Gómez, Ada Diaconescu:
Exploring Complex Networks with Failure-Prone Agents. 81-98 - Raul Garduño Ramírez, Mónica Borunda:
On the Conception of Intelligent Power Plants Based on Multiple Agent Systems. 99-114
Neural Networks and Deep Learning
- Ilia Markov, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, Alexander F. Gelbukh:
Author Profiling with Doc2vec Neural Network-Based Document Embeddings. 117-131 - José Juan Carbajal Hernández, Luis Pastor Sánchez Fernández:
Neural Network Modelling for Dissolved Oxygen Effects in Extensive Litopenaeus Vannamei Culture. 132-140 - Edgar Medina, Mariane Rembold Petraglia, José Gabriel Rodríguez Carneiro Gomes:
Neural-Network Based Algorithm for Algae Detection in Automatic Inspection of Underwater Pipelines. 141-148
Evolutionary Algorithms
- Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Adam Viktorin:
Study on the Development of Complex Network for Evolutionary and Swarm Based Algorithms. 151-161 - Rogelio Salinas-Gutiérrez, Angel Eduardo Muñoz Zavala, José Antonio Guerrero-Díaz de León, Arturo Hernández Aguirre:
Estimation of Distribution Algorithms Based on the Beta Distribution for Bounded Search Spaces. 162-172 - Aurora Torres Soto, María Dolores Torres Soto, Eunice Ponce de León:
Automated Analog Synthesis with an Estimation of the Distribution Algorithm. 173-184 - Luis M. Torres-Treviño:
Mathematical Model of Glucose Metabolism by Symbolic Regression \alpha \beta. 185-190
Machine Learning
- Anikó Szakál, Endre Pap, Sadegh Abbaszadeh, Madjid Eshaghi Gordji:
Jensen Inequality with Subdifferential for Sugeno Integral. 193-199 - Alejandro Garza-Cuéllar, Manuel Valenzuela-Rendón, Ricardo-Javier Parra-Álvarez:
Towards a More General XCS: Classifier Fusion and Don't Cares in Actions. 200-210 - Hiram Ponce:
A Novel Artificial Hydrocarbon Networks Based Value Function Approximation in Hierarchical Reinforcement Learning. 211-225 - Alberto Reyes, Pablo H. Ibargüengoytia, J. Diego Jijón, Tania Guerrero, Uriel A. García, Mónica Borunda:
Wind Power Forecasting for the Villonaco Wind Farm Using AI Techniques. 226-236 - José Hernández-Torruco, Juana Canul-Reich, Oscar Chávez-Bosquez:
Predicting the Need of Mechanical Ventilation in Guillain-Barré Patients Using Machine Learning Algorithms with Relevant Features. 237-247 - Hippolyte Djonon Tsague, Bheki Twala:
A Robust Machine Learning Approach to Microprocessor Instructions Identification. 248-258
Classification and Clustering
- Edgar Galván López, Lucia Vázquez-Mendoza, Leonardo Trujillo:
Stochastic Semantic-Based Multi-objective Genetic Programming Optimisation for Classification of Imbalanced Data. 261-272 - Isis Bonet, Adriana Escobar, Andrea Mesa Múnera, Juan Fernando Alzate:
Consensus Clustering for Binning Metagenome Sequences. 273-284 - Carlos Alberto Cobos Lozada, Andrea Duque, Jamith Bolaños, Martha Mendoza, Elizabeth León:
Algorithm for Clustering of Web Search Results from a Hyper-heuristic Approach. 285-316 - Hugo Ordoñez, Jose Torres-Jimenez, Armando Ordóñez, Carlos Alberto Cobos Lozada:
Clustering Business Process Models Based on Multimodal Search and Covering Arrays. 317-328
Optimization
- Mostafa Zarei, Hamid Parvin, Marzieh Dadvar:
A New Method to Optimize Dynamic Environments with Global Changes Using the Chickens-Hen' Algorithm. 331-340 - Edgar Ruano, Carlos Cobos, Jose Torres-Jimenez:
Transit Network Frequencies-Setting Problem Solved Using a New Multi-Objective Global-Best Harmony Search Algorithm and Discrete Event Simulation. 341-352 - Laura Hervert-Escobar, Jesús Fabián López Pérez, Oscar A. Esquivel-Flores:
Optimal Pricing Model: Case of Study for Convenience Stores. 353-364 - Román Anselmo Mora Gutiérrez, Antonin Ponsich, Eric Alfredo Rincón García, Sergio Gerardo de-los-Cobos-Silva, Miguel Angel Gutiérrez-Ándrade, Pedro Lara-Velázquez:
Method of Musical Composition for the Portfolio Optimization Problem. 365-376 - Ernesto Liñán-García, Linda Crystal Cruz Villegas, Pascual Noradino Montes Dorantes, Gerardo Maximiliano Mendez:
Metaheuristic Hybridized Applied to Solve the Capacity Vehicle Routing Problem. 377-387 - Sergio Gerardo de-los-Cobos-Silva, Miguel Angel Gutiérrez-Ándrade, Pedro Lara-Velázquez, Eric Alfredo Rincón García, Román Anselmo Mora Gutiérrez, Antonin Ponsich:
ABC-PSO: An Efficient Bioinspired Metaheuristic for Parameter Estimation in Nonlinear Regression. 388-400
Data Mining
- Olga S. Sushkova, Alexei A. Morozov, Alexandra V. Gabova:
Data Mining in EEG Wave Trains in Early Stages of Parkinson's Disease. 403-412 - Fran Ernesto Romero Alvarez, Oswaldo Velez-Langs:
Data Mining in the Analysis of Ocean-Atmosphere Dynamics in Colombia's Central Caribbean Ocean. 413-424 - Mauricio Martínez-Medina, Miguel González-Mendoza, Neil Hernández-Gress:
Molecular Docking Based on Ligand by Complexity LMC. 425-436 - Elias Dasturian, Hamid Parvin, Samad Nejatian:
Integrating Information of Films by a Multi-source Combining Framework. 437-446
Graph-Based Algorit
- J. Leonardo González-Ruiz, José Raymundo Marcial-Romero, José Antonio Hernández Servín, Guillermo De Ita Luna:
Computing the Clique-Width of Polygonal Tree Graphs. 449-459 - Mark Korenblit:
A New Approach to Weakening and Destruction of Malicious Internet Networks. 460-469
Intelligent Learning Environments
- Manuel Mejía-Lavalle, Hermilo Victorio Meza, Alicia Martínez, Grigori Sidorov, Luis Enrique Sucar, Obdulia Pichardo-Lagunas:
Toward Optimal Pedagogical Action Patterns by Means of Partially Observable Markov Decision Process. 473-480 - Yasmín Hernández, Marilú Cervantes-Salgado, Miguel Pérez-Ramírez, Manuel Mejía-Lavalle:
Data-Driven Construction of a Student Model Using Bayesian Networks in an Electrical Domain. 481-490 - Rafaela Blanca Silva-López, Oscar Herrera-Alcántara:
Strategic Learning Meta-model: A Selection Model of Learning Activities. 491-500 - María Lucía Barrón-Estrada, Ramón Zataraín-Cabada, Mario Lindor-Valdez:
CodeTraining: An Authoring Tool for a Gamified Programming Learning Environment. 501-512 - Sandeep Kumar Dash, Partha Pakray, Alexander F. Gelbukh:
Generating a Logical Structure for Virtualizing Physiotherapy Instructions Through NLP. 513-523 - Ramón Zataraín-Cabada, María Lucía Barrón-Estrada, Francisco González Hernández, Raúl Oramas Bustillos, Giner Alor-Hernández, Carlos Alberto Reyes García:
Building a Corpus and a Local Binary Pattern Recognizer for Learning-Centered Emotions. 524-535 - Ramón Zataraín-Cabada, María Lucía Barrón-Estrada, José Mario Ríos-Félix:
Affective Learning System for Algorithmic Logic Applying Gamification. 536-547
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