Some Aspects of Working with Incomplete Information in Intelligent Data Analysis Systems

Some possibilities of eliminating the consequences of the incompleteness of information in data analysis systems are considered, including through the exchange of tools between systems based on different theories.

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Published inAutomatic documentation and mathematical linguistics Vol. 59; no. 3; pp. 160 - 165
Main Author Gusakova, S. M.
Format Journal Article
LanguageEnglish
Published Moscow Pleiades Publishing 01.06.2025
Springer Nature B.V
Subjects
Computer Science
Data analysis
Information Storage and Retrieval
Intelligent Systems
the rough sets theory
a generalized version of the JSM method
factors of certainty and coverage
the JSM method
the indistinguishability relation
incompleteness of information
potential hypotheses
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Abstract Some possibilities of eliminating the consequences of the incompleteness of information in data analysis systems are considered, including through the exchange of tools between systems based on different theories.
AbstractList Some possibilities of eliminating the consequences of the incompleteness of information in data analysis systems are considered, including through the exchange of tools between systems based on different theories.
Author Gusakova, S. M.
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Cites_doi 10.1109/69.842271
10.3103/s0005105522020066
10.1002/1098-111X(200102)16:2<149::AID-INT10>3.0.CO;2-S
10.3103/s0005105516050022
10.1109/ISDA.2010.5687091
10.3103/s0147688217050045
10.1007/bf01001956
ContentType Journal Article
Copyright Allerton Press, Inc. 2025 ISSN 0005-1055, Automatic Documentation and Mathematical Linguistics, 2025, Vol. 59, No. 3, pp. 160–165. © Allerton Press, Inc., 2025.Russian Text © The Author(s), 2025, published in Nauchno-Tekhnicheskaya Informatsiya, Seriya 2: Informatsionnye Protsessy i Sistemy, 2025, No. 6, pp. 1–6.
Allerton Press, Inc. 2025.
Copyright_xml – notice: Allerton Press, Inc. 2025 ISSN 0005-1055, Automatic Documentation and Mathematical Linguistics, 2025, Vol. 59, No. 3, pp. 160–165. © Allerton Press, Inc., 2025.Russian Text © The Author(s), 2025, published in Nauchno-Tekhnicheskaya Informatsiya, Seriya 2: Informatsionnye Protsessy i Sistemy, 2025, No. 6, pp. 1–6.
– notice: Allerton Press, Inc. 2025.
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Keywords the rough sets theory
a generalized version of the JSM method
factors of certainty and coverage
the JSM method
the indistinguishability relation
incompleteness of information
potential hypotheses
Language English
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References K.A. Cyran (7281_CR2) 2001; 16
S.G. Klimova (7281_CR6) 2009
S.M. Gusakova (7281_CR4) 2016; 50
V.K. Finn (7281_CR3) 2022; 56
7281_CR8
7281_CR7
V.K. Finn (7281_CR5) 2017; 44
R. Slowinski (7281_CR9) 2000; 12
Z. Pawlak (7281_CR1) 1982; 11
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SubjectTerms Computer Science
Data analysis
Information Storage and Retrieval
Intelligent Systems
Title Some Aspects of Working with Incomplete Information in Intelligent Data Analysis Systems
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