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Knowledge Engineering, Machine Learning and Lattice Computing with Applications

16th International Conference, KES 2012, San Sebastian, Spain, September 10-12, 2012, Revised Selected Papers

  • Conference proceedings
  • © 2013

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Editors:
  1. Manuel Graña

    1. Department of Computational Science and Artificial Intelligence, University of the Basque Country, San Sebastian, Spain

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  2. Carlos Toro

    1. Vicomtech-IK4, San Sebastian, Spain

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  3. Robert J. Howlett

    1. KES International, Shoreham-by-sea, UK

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  4. Lakhmi C. Jain

    1. School of Engineering, University of Canberra, Mawson Lakes, Australia

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  • High quality selected papers
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7828)

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

Included in the following conference series:

Conference proceedings info: KES 2012.

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About this book

This book constitutes the refereed proceedings of the 16th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2012, held in San Sebastian, Spain, in September 2012.
The 20 revised full papers presented were carefully reviewed and selected from 130 submissions. The papers are organized in topical sections on bioinspired and machine learning methods, machine learning applications, semantics and ontology based techniques, and lattice computing and games.

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Keywords

Table of contents (20 papers)

  1. Front Matter

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  2. Bioinspired and Machine Learning Methods

    1. Investigation of Random Subspace and Random Forest Regression Models Using Data with Injected Noise

      • Tadeusz Lasota, Zbigniew Telec, Bogdan Trawiński, Grzegorz Trawiński
      Pages 1-10

    2. A Genetic Algorithm vs. Local Search Methods for Solving the Orienteering Problem in Large Networks

      • Joanna Karbowska-Chilińska, Paweł Zabielski
      Pages 11-20

    3. Dynamic Structure of Volterra-Wiener Filter for Reference Signal Cancellation in Passive Radar

      • Pawel Biernacki
      Pages 21-30

    4. A Web Browsing Cognitive Model

      • Pablo E. Román, Juan D. Velásquez
      Pages 31-40

    5. Optimization of Approximate Decision Rules Relative to Number of Misclassifications: Comparison of Greedy and Dynamic Programming Approaches

      • Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
      Pages 41-50

  3. Machine Learning Applications

    1. Set-Based Detection and Isolation of Intersampled Delays and Pocket Dropouts in Networked Control

      • Nikola Stanković, Sorin Olaru, Silviu-Iulian Niculescu
      Pages 51-60

    2. Analysis and Synthesis of the System for Processing of Sign Language Gestures and Translatation of Mimic Subcode in Communication with Deaf People

      • Wojciech Koziol, Hubert Wojtowicz, Kazimierz Sikora, Wieslaw Wajs
      Pages 61-70

    3. Prediction of Software Quality Based on Variables from the Development Process

      • Hércules Antonio do Prado, Fábio Bianchi Campos, Edilson Ferneda, Nildo Nunes Cornelio, Aluizio Haendchen Filho
      Pages 71-77

    4. Mining High Performance Managers Based on the Results of Psychological Tests

      • Edilson Ferneda, Hércules Antonio do Prado, Alexandre G. Cancian Sobrinho, Remis Balaniuk
      Pages 78-87

  4. Semantics and Ontology Based Techniques

    1. Semantics Preservation in Schema Mappings within Data Exchange Systems

      • Tadeusz Pankowski
      Pages 88-97

    2. Multi-Relational Learning for Recommendation of Matches between Semantic Structures

      • Andrzej Szwabe, Pawel Misiorek, Przemyslaw Walkowiak
      Pages 98-107

    3. Semantically Enhanced Text Stemmer (SETS) for Cross-Domain Document Clustering

      • Ivan Stankov, Diman Todorov, Rossitza Setchi
      Pages 108-118

    4. Ontology Recomposition

      • Tomasz Rybicki
      Pages 119-132

    5. Structured Construction of Knowledge Repositories with MetaConcept

      • Germán Bravo
      Pages 133-142

    6. Association between Teleology and Knowledge Mapping

      • Pavel Krbálek, Miloš Vacek
      Pages 143-152

    7. Boosting Retrieval of Digital Spoken Content

      • Bernardo Pereira Nunes, Alexander Mera, Marco A. Casanova, Ricardo Kawase
      Pages 153-162

  5. Lattice Computing and Games

    1. Constructing the Integral OLAP-Model for Scientific Activities Based on FCA

      • Tatiana Penkova, Anna Korobko
      Pages 163-170

    2. Reasoning about Dialogical Strategies

      • Magdalena Kacprzak, Katarzyna Budzynska
      Pages 171-184

    3. Low–Cost Computer Vision Based Automatic Scoring of Shooting Targets

      • Jacek Rudzinski, Marcin Luckner
      Pages 185-195
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Other volumes

  1. Knowledge Engineering, Machine Learning and Lattice Computing with Applications

Editors and Affiliations

  • Department of Computational Science and Artificial Intelligence, University of the Basque Country, San Sebastian, Spain

    Manuel Graña

  • Vicomtech-IK4, San Sebastian, Spain

    Carlos Toro

  • KES International, Shoreham-by-sea, UK

    Robert J. Howlett

  • School of Engineering, University of Canberra, Mawson Lakes, Australia

    Lakhmi C. Jain

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