LIBROS DEL AUTOR: janos abonyi

5 resultados para LIBROS DEL AUTOR: janos abonyi

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  • Are Regions Prepared for Industry 4.0?
    Gergely Marcell Honti / János Abonyi / Tímea Czvetkó
    The concept of industry 4.0 is spreading worldwide and readiness models exist to determine organizational or national maturity. On the other hand, the regional perspective of the digital transformation is yet to be widely researched, although it significantly determines how the concept of industry 4.0  can be introduced to the organisations. This book identifies the regional as...
    Disponible

    68,01 €

  • Network-Based Analysis of Dynamical Systems
    Ágnes Vathy-Fogarassy / Dániel Leitold / János Abonyi
    This book explores the key idea that the dynamical properties of complex systems can be determined by effectively calculating specific structural features using network science-based analysis. Furthermore, it argues that certain dynamical behaviours can stem from the existence of specific motifs in the network representation.Over the last decade, network science has become a wi...
    Disponible

    68,09 €

  • Interpretability of Computational Intelligence-Based Regression Models
    János Abonyi / Tamás Kenesei
    The key idea of this book is that hinging hyperplanes, neural networks and support vector machines can be transformed into fuzzy models, and interpretability of the resulting rule-based systems can be ensured by special model reduction and visualization techniques. The first part of the book deals with the identification of hinging hyperplane-based regression trees. The next pa...
    Disponible

    67,98 €

  • Graph-Based Clustering and Data Visualization Algorithms
    Ágnes Vathy-Fogarassy / János Abonyi
    This work presents a data visualization technique that combines graph-based topology representation and dimensionality reduction methods to visualize the intrinsic data structure in a low-dimensional vector space. The application of graphs in clustering and visualization has several advantages. A graph of important edges (where edges characterize relations and weights represent...
    Disponible

    79,45 €

  • Fuzzy Model Identification for Control
    János Abonyi
    This book presents new approaches to constructing fuzzy models for model-based control. Simulated examples and real-world applications from chemical and process engineering illustrate the main methods and techniques. Supporting MATLAB and Simulink files create a computational platform for exploration of the concepts and algorithms. ...
    Disponible

    133,94 €