5 Ebooks by Igor Chikalov
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 …
PDF
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 …
PDF
English
€96.29
Igor Chikalov: Average Time Complexity of Decision Trees
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 monograp …
PDF
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,
-& …
PDF
English
€96.29
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 …
PDF
English
€149.79
