Advances in Soft Computing

1. Front Matter

   Pages I-XXVII

   PDF

2. General

   1. Front Matter

      Pages 1-1

      PDF

   2. Normality from Monte Carlo Simulation for Statistical Validation of Computer Intensive Algorithms

      • Angel Fernando Kuri-Morales, Ignacio López-Peña

      Pages 3-14

   3. Are Android Smartphones Ready to Locally Execute Intelligent Algorithms?

      • M. Ricardo Carlos, Fernando Martínez, Raymundo Cornejo, Luis C. González

      Pages 15-25

3. Reasoning and Multi-Agent Systems

   1. Front Matter

      Pages 27-27

      PDF

   2. Large Scale Reasoning Using Allen’s Interval Algebra

      • Matthew Mantle, Sotirios Batsakis, Grigoris Antoniou

      Pages 29-41

   3. Towards the Distributed Logic Programming of Intelligent Visual Surveillance Applications

      • Alexei A. Morozov, Olga S. Sushkova, Alexander F. Polupanov

      Pages 42-53

   4. An Efficient Expert System for Diabetes with a Bayesian Inference Engine

      • Viridiana Cruz-Gutiérrez, Mario Alberto Posada-Zamora, Abraham Sánchez-López

      Pages 54-64

   5. iEnsemble: A Framework for Committee Machine Based on Multiagent Systems with Reinforcement Learning

      • Arnoldo Uber Junior, Paulo José de Freitas Filho, Ricardo Azambuja Silveira, Mariana Dehon Costa e Lima, Rodolfo Wilvert Reitz

      Pages 65-80

   6. Exploring Complex Networks with Failure-Prone Agents

      • Arles Rodríguez, Jonatan Gómez, Ada Diaconescu

      Pages 81-98

   7. On the Conception of Intelligent Power Plants Based on Multiple Agent Systems

      • Raul Garduno-Ramirez, Mónica Borunda

      Pages 99-114

4. Neural Networks and Deep Learning

   1. Front Matter

      Pages 115-115

      PDF

   2. Author Profiling with Doc2vec Neural Network-Based Document Embeddings

      • Ilia Markov, Helena Gómez-Adorno, Juan-Pablo Posadas-Durán, Grigori Sidorov, Alexander Gelbukh

      Pages 117-131

   3. Neural Network Modelling for Dissolved Oxygen Effects in Extensive Litopenaeus Vannamei Culture

      • José Juan Carbajal-Hernández, Luis Pastor Sánchez-Fernández

      Pages 132-140

   4. Neural-Network Based Algorithm for Algae Detection in Automatic Inspection of Underwater Pipelines

      • Edgar Medina, Mariane Rembold Petraglia, José Gabriel Rodriguez Carneiro Gomes

      Pages 141-148

5. Evolutionary Algorithms

   1. Front Matter

      Pages 149-149

      PDF

   2. Study on the Development of Complex Network for Evolutionary and Swarm Based Algorithms

      • Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Adam Viktorin

      Pages 151-161

   3. Estimation of Distribution Algorithms Based on the Beta Distribution for Bounded Search Spaces

      • Rogelio Salinas-Gutiérrez, Ángel Eduardo Muñoz-Zavala, José Antonio Guerrero-Díaz de León, Arturo Hernández-Aguirre

      Pages 162-172

   4. Automated Analog Synthesis with an Estimation of the Distribution Algorithm

      • Aurora Torres, María Dolores Torres, Eunice Ponce de León

      Pages 173-184

   5. Mathematical Model of Glucose Metabolism by Symbolic Regression \(\alpha \) \(\beta \)

      • Luis M. Torres-Treviño

      Pages 185-190

The two-volume set LNAI 10061 and 10062 constitutes the proceedings of the 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, held in Cancún, Mexico, in October 2016. 
The total of 86 papers presented in these two volumes was carefully reviewed and selected from 238 submissions. The contributions were organized in the following topical sections:

Part I: natural language processing; social networks and opinion mining; fuzzy logic; time series analysis and forecasting; planning and scheduling; image processing and computer vision; robotics.

Part II: general; reasoning and multi-agent systems; neural networks and deep learning; evolutionary algorithms; machine learning; classification and clustering; optimization; data mining; graph-based algorithms; and intelligent learning environments. 

• artificial intelligence
• classifiers
• clustering
• computational linguistics
• computer aided instruction
• evolutionary algorithms
• fuzzy systems
• genetic algorithms
• image processing
• intelligent agents
• learning systems
• meta heuristics
• Multi-Agent Systems (MAS)
• natural languages
• neural networks
• robotics
• semantics
• Social Networks (SN)
• Support Vector Machines (SVM)
• world wide web (WWW)

• Instituto Politécnico Nacional, Unidad Profesional Interdisciplinaria en Ingeniería y Tecnologías Avanzadas, México DF, Mexico

  Obdulia Pichardo-Lagunas

• INFOTEC Aguascalientes, Aguascalientes, Mexico

  Sabino Miranda-Jiménez

Policies and ethics