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Advances in Artificial Intelligence - IBERAMIA 2018

16th Ibero-American Conference on AI, Trujillo, Peru, November 13-16, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Guillermo R. Simari

    1. Universidad Nacional del Sur, Bahía Blanca, Argentina

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  2. Eduardo Fermé

    1. University of Madeira, Funchal, Portugal

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  3. Flabio Gutiérrez Segura

    1. Universidad Nacional de Piura, Castilla-Piura, Peru

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  4. José Antonio Rodríguez Melquiades

    1. Universidad Nacional de Trujillo, Trujillo, Peru

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11238)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: IBERAMIA 2018.

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About this book

This book constitutes the refereed proceedings of the 16th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2018, held in Trujillo, Peru,in November 2018.


The 41 papers presented were carefully reviewed and selected from 92 submissions. The papers are organized in the following topical sections: Knowledge Engineering, Knowledge Representation and Reasoning under Uncertainty., Multiagent Systems., Game Theory and Economic Paradigms,  Game Playing and Interactive Entertainment,  Ambient Intelligence,  Machine Learning Methods, Cognitive Modeling,General AI, Knowledge Engineering, Computational Sustainability and AI, Heuristic Search and Optimization and much more.


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Table of contents (42 papers)

  1. Front Matter

    Pages I-XVII
    Download chapter PDF

  2. Knowledge Engineering, Knowledge Representation and Reasoning under Uncertainty

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Querying Probabilistic Temporal Constraints for Guideline Interaction Analysis: GLARE’s Approach

      • Antonella Andolina, Luca Anselma, Luca Piovesan, Paolo Terenziani
      Pages 3-15

    3. An AI Approach to Temporal Indeterminacy in Relational Databases

      • Luca Anselma, Luca Piovesan, Paolo Terenziani
      Pages 16-28

    4. Development of Agent Logic Programming Means for Heterogeneous Multichannel Intelligent Visual Surveillance

      • Alexei A. Morozov, Olga S. Sushkova
      Pages 29-41

    5. A Distributed Probabilistic Model for Fault Diagnosis

      • Ana Li Oña García, L. Enrique Sucar, Eduardo F. Morales
      Pages 42-53

    6. Semantic Representation for Collaboration Trajectories in Communities of Practice

      • Matheus Pereira, Rosa Maria Vicari, João Luis Tavares da Silva
      Pages 54-66

    7. Completeness by Modal Definitions

      • Levan Uridia, Dirk Walther
      Pages 67-79

  3. Multiagent Systems, Game Theory and Economic Paradigms, Game Playing and Interactive Entertainment, Ambient Intelligence

    1. Front Matter

      Pages 81-81
      Download chapter PDF

    2. Potential Fields in Smoke Dispersion Applied to Evacuation Simulations

      • Bruna A. Corrêa, Diana F. Adamatti, Alessandro de L. Bicho
      Pages 83-95

    3. MAS Modeling of Collaborative Creative Processes

      • Luis de Garrido, Juan Pavón
      Pages 96-107

    4. Multi-agent Systems that Learn to Monitor Students’ Activity

      • Rubén Fuentes-Fernández, Frédéric Migeon
      Pages 108-119

    5. RETRACTED CHAPTER: Encouraging the Recycling Process of Urban Waste by Means of Game Theory Techniques Using a Multi-agent Architecture

      • Alfonso González-Briones, Pablo Chamoso, Sara Rodríguez, Angélica González-Arrieta, Juan M. Corchado
      Pages 120-131

    6. State Machines Synchronization for Collaborative Behaviors Applied to Centralized Robot Soccer Teams

      • Jose Guillermo Guarnizo, Martin Mellado
      Pages 132-144

    7. Adaptive and Intelligent Mentoring to Increase User Attentiveness in Learning Activities

      • Ramón Toala, Filipe Gonçalves, Dalila Durães, Paulo Novais
      Pages 145-155

  4. Machine Learning Applications, Machine Learning Methods, Cognitive Modeling, Cognitive Systems

    1. Front Matter

      Pages 157-157
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    2. Analysis of Encoder Representations as Features Using Sparse Autoencoders in Gradient Boosting and Ensemble Tree Models

      • Luis Aguilar, L. Antonio Aguilar
      Pages 159-169

    3. Furnariidae Species Classification Using Extreme Learning Machines and Spectral Information

      • E. M. Albornoz, L. D. Vignolo, J. A. Sarquis, C. E. Martínez
      Pages 170-180

    4. Differential Diagnosis of Dengue and Chikungunya in Colombian Children Using Machine Learning

      • William Caicedo-Torres, Ángel Paternina-Caicedo, Hernando Pinzón-Redondo, Jairo Gutiérrez
      Pages 181-192

    5. Supervised and Unsupervised Identification of Concept Drifts in Data Streams of Seismic-Volcanic Signals

      • Paola Alexandra Castro-Cabrera, Mauricio Orozco-Alzate, Cesar Germán Castellanos-Domínguez, Fernando Huenupán, Luis Enrique Franco
      Pages 193-205
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Other volumes

  1. Advances in Artificial Intelligence – IBERAMIA 2018

Editors and Affiliations

  • Universidad Nacional del Sur, Bahía Blanca, Argentina

    Guillermo R. Simari

  • University of Madeira, Funchal, Portugal

    Eduardo Fermé

  • Universidad Nacional de Piura, Castilla-Piura, Peru

    Flabio Gutiérrez Segura

  • Universidad Nacional de Trujillo, Trujillo, Peru

    José Antonio Rodríguez Melquiades

Bibliographic Information

  • Book Title: Advances in Artificial Intelligence - IBERAMIA 2018

  • Book Subtitle: 16th Ibero-American Conference on AI, Trujillo, Peru, November 13-16, 2018, Proceedings

  • Editors: Guillermo R. Simari, Eduardo Fermé, Flabio Gutiérrez Segura, José Antonio Rodríguez Melquiades

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-03928-8

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2018

  • Softcover ISBN: 978-3-030-03927-1Published: 09 November 2018

  • eBook ISBN: 978-3-030-03928-8Published: 08 November 2018

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVII, 520

  • Number of Illustrations: 69 b/w illustrations, 96 illustrations in colour

  • Topics: Artificial Intelligence, Algorithms, Computer Applications, Special Purpose and Application-Based Systems

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