LIBROS DEL AUTOR: mikhail moshkov

5 resultados para LIBROS DEL AUTOR: mikhail moshkov

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  • Decision Trees for Fault Diagnosis in Circuits and Switching Networks
    Albina Moshkova / Mikhail Moshkov / Monther Busbait
    In this book, we study decision trees for fault diagnosis in circuits and switching networks, which are among the most fundamental models for computing Boolean functions. We consider two main cases: when the scheme (circuit or switching network) has the same mode of operation for both calculation and diagnostics, and when the scheme has two modes of operation-normal for calcula...
    Disponible

    48,55 €

  • Dynamic Programming Multi-Objective Combinatorial Optimization
    Michal Mankowski / Mikhail Moshkov
    This book introduces a fairly universal approach to the design and analysis of exact optimization algorithms for multi-objective combinatorial optimization problems. It proposes the circuits without repetitions representing the sets of feasible solutions along with the increasing and strictly increasing cost functions as a model for such problems. The book designs the algorithm...
    Disponible

    220,28 €

  • Comparative Analysis of Deterministic and Nondeterministic Decision Trees
    Mikhail Moshkov
    This book compares four parameters of problems in arbitrary information systems: complexity of problem representation and complexity of deterministic, nondeterministic, and strongly nondeterministic decision trees for problem solving. Deterministic decision trees are widely used as classifiers, as a means of knowledge representation, and as algorithms. Nondeterministic (strongl...
    Disponible

    133,80 €

  • Combinatorial Machine Learning
    Beata Zielosko / Mikhail Moshkov
    Decision trees and decision rule systems are widely used in different applicationsas algorithms for problem solving, as predictors, and as a way forknowledge representation. Reducts play key role in the problem of attribute(feature) selection. The aims of this book are (i) the consideration of the setsof decision trees, rules and reducts; (ii) study of relationships among these...
    Disponible

    134,37 €

  • Partial Covers, Reducts and Decision Rules in Rough Sets
    Beata Zielosko / Marcin Piliszczuk / Mikhail Ju. Moshkov
    Partial Covers, Reducts and Decision Rules.- Partial Covers, Reducts and Decision Rules with Weights.- Construction of All Irreducible Partial Covers, All Partial Reducts and All Irreducible Partial Decision Rules.- Experiments with Real-Life Decision Tables.- Universal Attribute Reduction Problem. ...
    Disponible

    256,27 €