Mikhail Moshkov – författare
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32 produkter
Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining
Av Hassan AbouEisha, Talha Amin m. fl.
Häftad, 2019
1128 kr
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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 …
Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions
Av Fawaz Alsolami, Mohammad Azad m. fl.
Inbunden, 2019
1095 kr
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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 …
Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions
Av Mikhail Moshkov, Igor Chikalov m. fl.
E-bok, 2019
1413 kr
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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 …
Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions
Av Fawaz Alsolami, Mohammad Azad m. fl.
Häftad, 2020
1095 kr
Lägg i varukorg
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 …
Comparative Analysis of Deterministic and Nondeterministic Decision Trees
Inbunden, 2020
1095 kr
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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 …
Comparative Analysis of Deterministic and Nondeterministic Decision Trees
E-bok, 2020
1459 kr
Lägg i varukorg
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 …
Comparative Analysis of Deterministic and Nondeterministic Decision Trees
Häftad, 2021
1095 kr
Lägg i varukorg
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 …
Dynamic Programming Multi-Objective Combinatorial Optimization
Av Michal Mankowski, Mikhail Moshkov
Inbunden, 2021
1800 kr
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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 …
Dynamic Programming Multi-Objective Combinatorial Optimization
Av Mikhail Moshkov, Michal Mankowski
E-bok, 2021
2291 kr
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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 …
Dynamic Programming Multi-Objective Combinatorial Optimization
Av Michal Mankowski, Mikhail Moshkov
Häftad, 2022
1800 kr
Lägg i varukorg
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 …
Decision Trees with Hypotheses
Av Mohammad Azad, Igor Chikalov m. fl.
Inbunden, 2022
1688 kr
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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 …
Decision Trees with Hypotheses
Av Beata Zielosko, Mikhail Moshkov m. fl.
E-bok, 2022
2127 kr
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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 …
Decision Trees with Hypotheses
Av Mohammad Azad, Igor Chikalov m. fl.
Häftad, 2023
1688 kr
Lägg i varukorg
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 …
Decision Trees for Fault Diagnosis in Circuits and Switching Networks
Av Monther Busbait, Mikhail Moshkov m. fl.
Inbunden, 2023
1313 kr
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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 …
Decision Trees for Fault Diagnosis in Circuits and Switching Networks
Av Vladimir Shevtchenko, Albina Moshkova m. fl.
E-bok, 2023
1793 kr
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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 …
Decision Trees for Fault Diagnosis in Circuits and Switching Networks
Av Monther Busbait, Mikhail Moshkov
2023
652 kr
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Decision Trees for Fault Diagnosis in Circuits and Switching Networks
Av Monther Busbait, Mikhail Moshkov m. fl.
Häftad, 2024
1313 kr
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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 …
Decision Trees Versus Systems of Decision Rules
A Rough Set Approach
Av Kerven Durdymyradov, Mikhail Moshkov m. fl.
Inbunden, 2024
1969 kr
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This book explores, within the framework of rough set theory, the complexity of decision trees and decision rule systems and the relationships between them for problems over information systems, for decision tables from closed classes, and for problems involving formal languages. Decision trees and …
Decision Trees Versus Systems of Decision Rules
A Rough Set Approach
Av Azimkhon Ostonov, Mikhail Moshkov m. fl.
E-bok, 2024
2677 kr
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This book explores, within the framework of rough set theory, the complexity of decision trees and decision rule systems and the relationships between them for problems over information systems, for decision tables from closed classes, and for problems involving formal languages. Decision trees and …
Decision Trees Versus Systems of Decision Rules
A Rough Set Approach
Av Kerven Durdymyradov, Mikhail Moshkov m. fl.
Häftad, 2025
2028 kr
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This book explores, within the framework of rough set theory, the complexity of decision trees and decision rule systems and the relationships between them for problems over information systems, for decision tables from closed classes, and for problems involving formal languages. Decision trees and …
Computation Trees
A Generalization of Decision Trees
Inbunden, 2025
1639 kr
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This book is devoted to the study of deterministic and nondeterministic computation trees. Computation trees are a natural generalization of decision trees: in addition to the one-place predicate-type operations (attributes) used in decision trees, computation trees can use multi-place predicate …
Computation Trees
A Generalization of Decision Trees
E-bok, 2025
2065 kr
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This book is devoted to the study of deterministic and nondeterministic computation trees. Computation trees are a natural generalization of decision trees: in addition to the one-place predicate-type operations (attributes) used in decision trees, computation trees can use multi-place predicate …
Transforming Decision Rule Systems into Decision Trees
Syntactic Approach
Av Kerven Durdymyradov, Mikhail Moshkov m. fl.
Inbunden, 2026
1576 kr
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This book is devoted to the transforming of decision rule systems into deterministic and nondeterministic decision trees that recognize the properties of these systems. It continues the development of the so-called syntactic approach to the study of the transformation problem, which assumes that …
Transforming Decision Rule Systems into Decision Trees
Syntactic Approach
Av Azimkhon Ostonov, Mikhail Moshkov m. fl.
E-bok, 2026
1962 kr
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This book is devoted to the transforming of decision rule systems into deterministic and nondeterministic decision trees that recognize the properties of these systems. It continues the development of the so-called syntactic approach to the study of the transformation problem, which assumes that …
Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining
Av Hassan AbouEisha, Talha Amin m. fl.
Inbunden, 2018
1128 kr
Lägg i varukorg
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 …
Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining
Av Mikhail Moshkov, Shahid Hussain m. fl.
E-bok, 2018
1470 kr
Lägg i varukorg
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 …
Combinatorial Machine Learning
A Rough Set Approach
Av Mikhail Moshkov, Beata Zielosko
Inbunden, 2011
1128 kr
Lägg i varukorg
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 …
Combinatorial Machine Learning
A Rough Set Approach
Av Beata Zielosko, Mikhail Moshkov
E-bok, 2011
1459 kr
Lägg i varukorg
Decision trees and decision rule systems are widely used in different applications as algorithms for problem solving, as predictors, and as a way for knowledge representation. Reducts play key role in the problem of attribute (feature) selection. The aims of this book are (i) the consideration of …
Combinatorial Machine Learning
A Rough Set Approach
Av Mikhail Moshkov, Beata Zielosko
Häftad, 2013
1128 kr
Lägg i varukorg
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 …
Three Approaches to Data Analysis
Test Theory, Rough Sets and Logical Analysis of Data
Av Igor Chikalov, Vadim Lozin m. fl.
Inbunden, 2012
1128 kr
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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,- …
