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Advances in Artificial Intelligence and Soft Computing

14th Mexican International Conference on Artificial Intelligence, MICAI 2015, Cuernavaca, Morelos, Mexico, October 25-31, 2015, Proceedings, Part I

  • Grigori Sidorov
  • Sofía N. Galicia-Haro
Conference proceedings MICAI 2015

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9413)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 9413)

Table of contents

  1. Front Matter
    Pages I-XXIX
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  2. Invited Paper

    1. Front Matter
      Pages 1-1
      PDF
    2. Signs-Based vs. Symbolic Models
      Gennady S. Osipov
      Pages 3-11

  3. Natural Language Processing

    1. Front Matter
      Pages 13-13
      PDF
    2. SynFinder: A System for Domain-Based Detection of Synonyms Using WordNet and the Web of Data
      Matteo Lombardi, Alessandro Marani
      Pages 15-28
    3. Ro-PAAS – A Resource Linked to the UAIC-Ro-Dep-Treebank
      Cenel-Augusto Perez, Cătălina Mărănduc, Radu Simionescu
      Pages 29-46
    4. Word-Order Analysis Based Upon Treebank Data
      Vladislav Kuboň, Markéta Lopatková
      Pages 47-58
    5. Low-Level Features for Paraphrase Identification
      Ekaterina Pronoza, Elena Yagunova
      Pages 59-71
    6. Multilingual Unsupervised Dependency Parsing with Unsupervised POS Tags
      David Mareček
      Pages 72-82
    7. Term Dependence Statistical Measures for Information Retrieval Tasks
      Francis C. Fernández-Reyes, Jorge Hermosillo Valadez, Yasel Garcés Suárez
      Pages 83-94
    8. The Role of n-grams in Firstborns Identification
      Gabriela Ramírez-de-la-Rosa, Verónica Reyes-Meza, Esaú Villatoro-Tello, Héctor Jiménez-Salazar, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda
      Pages 95-106
    9. Recognition of Paralinguistic Information in Spoken Dialogue Systems for Elderly People
      Humberto Pérez-Espinosa, Juan Martínez-Miranda
      Pages 107-117
    10. Practical Measurements for Quality of Ontology Matching Applying to the OAEI Dataset
      Ismail Akbari, Yevgen Biletskiy, Weichang Du
      Pages 118-126
    11. Automatic Phoneme Border Detection to Improve Speech Recognition
      Suárez-Guerra Sergio, Juárez-Murillo Cristian-Remington, Oropeza-Rodríguez José Luis
      Pages 127-135

  4. Logic and Multi-agent Systems

    1. Front Matter
      Pages 137-137
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    2. Description Logic Programs: A Paraconsistent Relational Model Approach
      Badrinath Jayakumar, Rajshekhar Sunderraman
      Pages 139-157
    3. A Branch & Bound Algorithm to Derive a Direct Construction for Binary Covering Arrays
      Jose Torres-Jimenez, Idelfonso Izquierdo-Marquez, Aldo Gonzalez-Gomez, Himer Avila-George
      Pages 158-177
    4. On the Model Checking of the Graded \(\mu \)-calculus on Trees
      Everardo Bárcenas, Edgard Benítez-Guerrero, Jesús Lavalle
      Pages 178-189
    5. Lifelong Learning Selection Hyper-heuristics for Constraint Satisfaction Problems
      José Carlos Ortiz-Bayliss, Hugo Terashima-Marín, Santiago Enrique Conant-Pablos
      Pages 190-201
    6. A Parametric Polynomial Deterministic Algorithm for #2SAT
      J. Raymundo Marcial-Romero, Guillermo De Ita Luna, J. Antonio Hernández, Rosa María Valdovinos
      Pages 202-213
    7. A Performative-Based Information Capacity Calculation Metric for MultiAgent Interaction Protocols
      Dogus Bebek, Hurevren Kilic
      Pages 214-224

  5. Bioinspired Algorithms

    1. Front Matter
      Pages 225-225
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    2. Bio-Inspired Optimization Algorithm Based on the Self-defense Mechanism in Plants
      Camilo Caraveo, Fevrier Valdez, Oscar Castillo
      Pages 227-237
    3. On the Use of Ant Colony Optimization for Video Games
      José Luis Estrada Martínez, Abraham Sánchez López, Miguel Angel Jara Maldonado
      Pages 238-247
    4. A System for Political Districting in the State of Mexico
      Eric Alfredo Rincón García, Miguel Ángel Gutiérrez Andrade, Sergio Gerardo de-los-Cobos-Silva, Antonin Ponsich, Roman Anselmo Mora-Gutiérrez, Pedro Lara-Velázquez
      Pages 248-259
    5. Particle Swarm Optimization Algorithm for Dynamic Environments
      Sadrollah Sadeghi, Hamid Parvin, Farhad Rad
      Pages 260-269
    6. A Migrating Birds Optimization Algorithm for Machine-Part Cell Formation Problems
      Ricardo Soto, Broderick Crawford, Boris Almonacid, Fernando Paredes
      Pages 270-281
    7. Solving Manufacturing Cell Design Problems Using an Artificial Fish Swarm Algorithm
      Ricardo Soto, Broderick Crawford, Emanuel Vega, Fernando Paredes
      Pages 282-290

  6. Neural Networks

    1. Front Matter
      Pages 291-291
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    2. A Simple Bio-Inspired Model for Synaptogenesis in Artificial Neural Networks
      Alexander Espinosa Garcia, Jonatan Gomez Perdomo
      Pages 293-305
    3. Control by Imitation Using a Maximum Sensibility Neural Network
      Erick Ordaz-Rivas, Luis Torres-Treviño, Angel Rodriguez-Liñan
      Pages 306-315
    4. Chaotic Cases in a Two-Neuron Discrete Neural Network
      Jorge Cervantes-Ojeda, María Gómez-Fuentes
      Pages 316-326
    5. Dynamic Systems Identification and Control by Means of Complex-Valued Recurrent Neural Networks
      Ieroham Baruch, Victor Arellano Quintana, Edmundo Pérez Reynaud
      Pages 327-337
    6. Segmentation of Carbon Nanotube Images Through an Artificial Neural Network
      María Celeste Ramírez Trujillo, Teresa E. Alarcón, Oscar S. Dalmau, Adalberto Zamudio Ojeda
      Pages 338-350

  7. Evolutionary Algorithms

    1. Front Matter
      Pages 351-351
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    2. Finding the Optimal Sample Based on Shannon’s Entropy and Genetic Algorithms
      Edwin Aldana-Bobadilla, Carlos Alfaro-Pérez
      Pages 353-363
    3. Geometric Differential Evolution in MOEA/D: A Preliminary Study
      Saúl Zapotecas-Martínez, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
      Pages 364-376
    4. Energy Efficient Routing Based on NSGA-II for Context Parameters Aware Sensor Networks
      Angela Rodríguez, Armando Ordoñez, Hugo Ordoñez
      Pages 377-388
    5. On Analysis and Performance Improvement of Evolutionary Algorithms Based on its Complex Network Structure
      Ivan Zelinka
      Pages 389-400
    6. Scheduling Projects by a Hybrid Evolutionary Algorithm with Self-Adaptive Processes
      Virginia Yannibelli, Analía Amandi
      Pages 401-412
    7. E-HIPS: An Extention of the Framework HIPS for Stagger of Distributed Process in Production Systems Based on Multiagent Systems and Memetic Algorithms
      Arnoldo Uber Junior, Paulo José de Freitas Filho, Ricardo Azambuja Silveira
      Pages 413-430

  8. Fuzzy Logic

    1. Front Matter
      Pages 431-431
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    2. A New Bat Algorithm Augmentation Using Fuzzy Logic for Dynamical Parameter Adaptation
      Jonathan Pérez, Fevrier Valdez, Oscar Castillo
      Pages 433-442
    3. An Embedded Fuzzy Self-tuning PID Controller for a Temperature Control System of Peltier Cells
      Aldebaran A. Alonso-Carreón, Miguel Platas, Luis Torres-Treviño
      Pages 443-451
    4. Fuzzy Chemical Reaction Algorithm
      David de la O, Oscar Castillo, Leslie Astudillo, José Soria
      Pages 452-459
    5. A Fuzzy Bee Colony Optimization Algorithm Using an Interval Type-2 Fuzzy Logic System for Trajectory Control of a Mobile Robot
      Leticia Amador-Angulo, Oscar Castillo
      Pages 460-471
    6. Time Series Prediction Using Ensembles of ANFIS Models with Particle Swarm Optimization of the Fuzzy Integrators
      Jesus Soto, Patricia Melin, Oscar Castillo
      Pages 472-483

  9. Machine Learning and Data Mining

    1. Front Matter
      Pages 485-485
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    2. Primary Clusters Selection Using Adaptive Algorithms
      Shahrbanoo Ahmadi, Hamid Parvin, Farhad Rad
      Pages 487-498
    3. A Multi-agent Ensemble of Classifiers
      Jaime Calderón, Omar López-Ortega, Félix Agustín Castro-Espinoza
      Pages 499-508

Other volumes

  1. Advances in Artificial Intelligence and Soft Computing
    14th Mexican International Conference on Artificial Intelligence, MICAI 2015, Cuernavaca, Morelos, Mexico, October 25-31, 2015, Proceedings, Part I
  2. Advances in Artificial Intelligence and Its Applications
    14th Mexican International Conference on Artificial Intelligence, MICAI 2015, Cuernavaca, Morelos, Mexico, October 25-31, 2015, Proceedings, Part II

About these proceedings

Introduction

The two volume set LNAI 9413 + LNAI 9414 constitutes the proceedings of the 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, held in Cuernavaca, Morelos, Mexico, in October 2015.

The total of 98 papers presented in these proceedings was carefully reviewed and selected from 297 submissions. They were organized in topical sections named: natural language processing; logic and multi-agent systems; bioinspired algorithms; neural networks; evolutionary algorithms; fuzzy logic; machine learning and data mining; natural language processing applications; educational applications; biomedical applications; image processing and computer vision; search and optimization; forecasting; and intelligent applications.

Keywords

computer vision data mining health informatics intelligent agents optimization bio-inspired algorithms biomedical application evolutionary algorithms fuzzy logic image processing knowledge representation and reasoning machine learning multi-agent systems natural language processing neural networks opinion mining recommender systems social network analysis swarm intelligence time series analysis

Editors and affiliations

  • Grigori Sidorov
    • 1
  • Sofía N. Galicia-Haro
    • 2
  1. 1.Instituto Politécnico NacionalCentro de Investigación en ComputaciónMexico CityMexico
  2. 2.Facultad de cienciasUniversidad Autónoma NacionalMéxicoMexico

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-27060-9
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-27059-3
  • Online ISBN 978-3-319-27060-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site