Author: Igor Chikalov

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 …

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 …

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 …

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, -&#xa0 …

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 …