LIBROS DEL AUTOR: igor chikalov

9 resultados para LIBROS DEL AUTOR: igor chikalov

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  • Decision Trees with Hypotheses
    Igor Chikalov / Mohammad Azad / Shahid Hussain
    In this book, the concept of a hypothesis about the values of all attributes is added to the standard decision tree model, considered, in particular, in test theory and rough set theory. This extension allows us to use the analog of equivalence queries from exact learning and explore decision trees that are based on various combinations of attributes, hypotheses, and proper hyp...
    Disponible

    48,48 €

  • Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions
    Fawaz Alsolami / Igor Chikalov / Mohammad Azad
    The results presented here (including the assessment of a new tool - inhibitory trees) offer valuable tools for researchers in the areas of data mining, knowledge discovery, and machine learning, especially those whose work involves decision tables with many-valued decisions. The authors consider various examples of problems and corresponding decision tables with many-valued de...
    Disponible

    136,28 €

  • Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions
    Fawaz Alsolami / Igor Chikalov / Mohammad Azad
    The results presented here (including the assessment of a new tool - inhibitory trees) offer valuable tools for researchers in the areas of data mining, knowledge discovery, and machine learning, especially those whose work involves decision tables with many-valued decisions. The authors consider various examples of problems and corresponding decision tables with many-valued de...
    Disponible

    134,93 €

  • Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining
    Hassan AbouEisha / Igor Chikalov / Talha Amin
    Dynamic programming is an efficient technique for solving optimization problems. It is based on breaking the initial problem down into simpler ones and solving these sub-problems, beginning with the simplest ones. A conventional dynamic programming algorithm returns an optimal object from a given set of objects. This book develops extensions of dynamic programming, enabling us ...
    Disponible

    136,29 €

  • Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining
    Hassan AbouEisha / Igor Chikalov / Talha Amin
    Dynamic programming is an efficient technique for solving optimization problems. It is based on breaking the initial problem down into simpler ones and solving these sub-problems, beginning with the simplest ones. A conventional dynamic programming algorithm returns an optimal object from a given set of objects. This book develops extensions of dynamic programming, enabling us ...
    Disponible

    134,93 €

  • Three Approaches to Data Analysis
    Igor Chikalov / Irina Lozina / Vadim Lozin
    In this book, the following three approaches to data analysis are presented: - Test Theory, founded by Sergei V. Yablonskii (1924-1998); the first publications appeared in 1955 and 1958,- Rough Sets, founded by Zdzisław I. Pawlak (1926-2006); the first publications appeared in 1981 and 1982,- Logical Analysis of Data, founded by Peter L. Hammer (1936-2006); ...
    Disponible

    134,23 €

  • Average Time Complexity of Decision Trees
    Igor Chikalov
    Decision tree is a widely used form of representing algorithms and knowledge. Compact data models and fast algorithms require optimization of tree complexity. This book is a research monograph on average time complexity of decision trees. It generalizes several known results and considers a number of new problems. The book contains exact and approximate algorithms for decisio...
    Disponible

    134,74 €

  • Three Approaches to Data Analysis
    Igor Chikalov / Irina Lozina / Vadim Lozin
    In this book, the following three approaches to data analysis are presented: - Test Theory, founded by Sergei V. Yablonskii (1924-1998); the first publications appeared in 1955 and 1958,- Rough Sets, founded by Zdzisław I. Pawlak (1926-2006); the first publications appeared in 1981 and 1982,- Logical Analysis of Data, founded by Peter L. Hammer (1936-2006); ...
    Disponible

    132,88 €

  • Average Time Complexity of Decision Trees
    Igor Chikalov
    Decision tree is a widely used form of representing algorithms and knowledge. Compact data models and fast algorithms require optimization of tree complexity. This book is a research monograph on average time complexity of decision trees. It generalizes several known results and considers a number of new problems.   The book contains exact and ...
    Disponible

    170,28 €