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  • Conference proceedings
  • © 2016

Artificial Intelligence and Soft Computing

15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part I

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9692)

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

Conference series link(s): ICAISC: International Conference on Artificial Intelligence and Soft Computing

Conference proceedings info: ICAISC 2016.

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  • ISBN: 978-3-319-39378-0
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Table of contents (66 papers)

  1. Front Matter

    Pages I-XXIV
  2. Neural Networks and Their Applications

    1. Front Matter

      Pages 1-1
    2. Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning

      • Babajide O. Ayinde, Ehsan Hosseini-Asl, Jacek M. Zurada
      Pages 3-14
    3. Neural System for Power Load Prediction in a Week Time Horizon

      • Andrzej Bielecki, Marcin Lenart
      Pages 25-34
    4. Application of the Givens Rotations in the Neural Network Learning Algorithm

      • Jarosław Bilski, Bartosz Kowalczyk, Jacek M. Żurada
      Pages 46-56
    5. Parallel Learning of Feedforward Neural Networks Without Error Backpropagation

      • Jarosław Bilski, Bogdan M. Wilamowski
      Pages 57-69
    6. Ensemble ANN Classifier for Structural Health Monitoring

      • Ziemowit Dworakowski, Tadeusz Stepinski, Krzysztof Dragan, Adam Jablonski, Tomasz Barszcz
      Pages 81-90
    7. Characterisation and Modeling of Organic Solar Cells by Using Radial Basis Neural Networks

      • Dor Gotleyb, Grazia Lo Sciuto, Christian Napoli, Rafi Shikler, Emiliano Tramontana, Marcin Woźniak
      Pages 91-103
    8. Rough Restricted Boltzmann Machine – New Architecture for Incomplete Input Data

      • Wojciech K. Mleczko, Robert K. Nowicki, Rafał Angryk
      Pages 114-125
    9. Word Embeddings for the Polish Language

      • Marek Rogalski, Piotr S. Szczepaniak
      Pages 126-135
    10. Estimation of Deep Neural Networks Capabilities Using Polynomial Approach

      • Pawel Rozycki, Janusz Kolbusz, Roman Korostenskyi, Bogdan M. Wilamowski
      Pages 136-147
  3. Fuzzy Systems and Their Applications

    1. Front Matter

      Pages 171-171
    2. Problems of Identification of Cloud-Based Fuzzy Evolving Systems

      • Sašo Blažič, Igor Škrjanc
      Pages 173-182

Other Volumes

  1. Artificial Intelligence and Soft Computing

    15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part I
  2. Artificial Intelligence and Soft Computing

    15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II

About this book

The two-volume set LNAI 9692 and LNAI 9693 constitutes the refereed proceedings of the 15th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2016, held in Zakopane, Poland in June 2016.

The 134 revised full papers presented were carefully reviewed and selected from 343 submissions. The papers included in the first volume are organized in the following topical sections: neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; agent systems, robotics and control; and pattern classification. The second volume is divided in the following parts: bioinformatics, biometrics and medical applications; data mining; artificial intelligence in modeling and simulation; visual information coding meets machine learning; and various problems of artificial intelligence. 

Keywords

  • artificial neural networks
  • fuzzy logic
  • machine learning
  • particle swarm optimization
  • recommender system
  • clustering
  • computational biology
  • computer vision
  • data analysis
  • discrete optimization
  • evolutionary algorithms
  • genetic algorithms
  • image database
  • logic programming
  • multi-agent systems
  • natural language processing
  • ontology-based methods
  • optimization
  • parallel computing
  • probabilistic approximations

Editors and Affiliations

  • Częstochowa University of Technology, Czestochowa, Poland

    Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer

  • AGH University of Science and Technology, Krakow, Poland

    Ryszard Tadeusiewicz

  • University of California, Berkeley, USA

    Lotfi A. Zadeh

  • University of Louisville, Louisville, USA

    Jacek M. Zurada

Bibliographic Information

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-39378-0
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 109.99
Price excludes VAT (USA)