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 Zdzis aw I. Pawlak (1926-2006); the
first publications appeared in 1981 and 1982,
- Logical Analysis of Data, founded by Peter L. Hammer
(1936-2006); the first publications appeared in 1986 and 1988.
These three approaches have much in common, but researchers
active in one of these areas often have a limited knowledge about
the results and methods developed in the other two. On the other
hand, each of the approaches shows some originality and we believe
that the exchange of knowledge can stimulate further development of
each of them. This can lead to new theoretical results and
real-life applications and, in particular, new results based on
combination of these three data analysis approaches can be
expected.
- Logical Analysis of Data, founded by Peter L. Hammer
(1936-2006); the first publications appeared in 1986 and 1988.
These three approaches have much in common, but researchers
active in one of these areas often have a limited knowledge about
the results and methods developed in the other two. On the other
hand, each of the approaches shows some originality and we believe
that the exchange of knowledge can stimulate further development of
each of them. This can lead to new theoretical results and
real-life applications and, in particular, new results based on
combination of these three data analysis approaches can be
expected.
These three approaches have much in common, but researchers
active in one of these areas often have a limited knowledge about
the results and methods developed in the other two. On the other
hand, each of the approaches shows some originality and we believe
that the exchange of knowledge can stimulate further development of
each of them. This can lead to new theoretical results and
real-life applications and, in particular, new results based on
combination of these three data analysis approaches can be
expected."
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