Knowledge Engineering, Machine Learning and Lattice Computing with Applications

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

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.

• computational intelligence
• information processing
• knowledge discovery
• schema mapping
• semantic web

• 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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