8 Ebooks by Mikhail Moshkov
Fawaz Alsolami & Mohammad Azad: Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions
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, esp …
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English
€96.29
Hassan AbouEisha & Talha Amin: Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining
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 th …
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English
€96.29
Igor Chikalov & Vadim Lozin: Three Approaches to Data Analysis
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,
-& …
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English
€96.29
Mikhail Moshkov & Beata Zielosko: Combinatorial Machine Learning
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 …
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DRM
€111.70
Mikhail Moshkov: Comparative Analysis of Deterministic and Nondeterministic Decision Trees
This book compares four parameters of problems in arbitrary information systems: complexity of problem representation and complexity of deterministic, nondeterministic, and strongly nondeterministic …
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English
€96.29
Michal Mankowski & Mikhail Moshkov: Dynamic Programming Multi-Objective Combinatorial Optimization
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 withou …
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English
€160.49
Mohammad Azad & Igor Chikalov: Decision Trees with Hypotheses
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 extensi …
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English
€149.79
Monther Busbait & Mikhail Moshkov: Decision Trees for Fault Diagnosis in Circuits and Switching Networks
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: …
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English
€117.69
