Three approaches to data analysis: test theory, rough sets and logical analysis of data
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, Logical Ana...
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin
Springer
[2013]
|
| Schriftenreihe: | Intelligent systems reference library
41 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Zusammenfassung: | 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, 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. |
| Beschreibung: | 1 Online-Ressource (XVIII, 202 Seiten) Illustrationen |
| ISBN: | 9783642286674 |
| DOI: | 10.1007/978-3-642-28667-4 |
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Datensatz im Suchindex
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| adam_text | THREE APPROACHES TO DATA ANALYSIS
/ CHIKALOV, IGOR
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
TEST THEORY: TOOLS AND APPLICATIONS
ROUGH SETS
LOGICAL ANALYSIS OF DATA: THEORY, METHODOLOGY AND APPLICATIONS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
THREE APPROACHES TO DATA ANALYSIS
/ CHIKALOV, IGOR
: 2013
ABSTRACT / INHALTSTEXT
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 ZDZISLAW 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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| spellingShingle | Three approaches to data analysis test theory, rough sets and logical analysis of data Intelligent systems reference library Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Datenanalyse (DE-588)4123037-1 gnd |
| subject_GND | (DE-588)4123037-1 |
| title | Three approaches to data analysis test theory, rough sets and logical analysis of data |
| title_auth | Three approaches to data analysis test theory, rough sets and logical analysis of data |
| title_exact_search | Three approaches to data analysis test theory, rough sets and logical analysis of data |
| title_full | Three approaches to data analysis test theory, rough sets and logical analysis of data Igor Chikalov [und 6 andere] |
| title_fullStr | Three approaches to data analysis test theory, rough sets and logical analysis of data Igor Chikalov [und 6 andere] |
| title_full_unstemmed | Three approaches to data analysis test theory, rough sets and logical analysis of data Igor Chikalov [und 6 andere] |
| title_short | Three approaches to data analysis |
| title_sort | three approaches to data analysis test theory rough sets and logical analysis of data |
| title_sub | test theory, rough sets and logical analysis of data |
| topic | Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Datenanalyse (DE-588)4123037-1 gnd |
| topic_facet | Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Datenanalyse |
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