Coverart for item
The Resource Diagnostic test approaches to machine learning and commonsense reasoning systems, Xenia Naidenova and Dmitry I. Ignatov, editors

Diagnostic test approaches to machine learning and commonsense reasoning systems, Xenia Naidenova and Dmitry I. Ignatov, editors

Label
Diagnostic test approaches to machine learning and commonsense reasoning systems
Title
Diagnostic test approaches to machine learning and commonsense reasoning systems
Statement of responsibility
Xenia Naidenova and Dmitry I. Ignatov, editors
Contributor
Subject
Language
eng
Summary
"This book analyzes and compares the existing and most effective algorithms for mining through logical rules and shows how these approaches use shared concepts for mining logical rules, including item, item set, transaction, frequent itemset, maximal itemset, generator (non-redundant or irredundant itemset), closed itemset, support, and confidence"--Provided by publisher
Dewey number
006.3/12
Index
no index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1940-
http://library.link/vocab/relatedWorkOrContributorName
  • Naidenova, Xenia
  • Ignatov, Dmitry I
http://library.link/vocab/subjectName
  • Machine learning
  • Data mining
  • Pattern recognition systems
  • Computer algorithms
Target audience
  • adult
  • specialized
Label
Diagnostic test approaches to machine learning and commonsense reasoning systems, Xenia Naidenova and Dmitry I. Ignatov, editors
Instantiates
Publication
Bibliography note
Includes bibliographical references
Color
black and white
Contents
Integrated model of inductive-deductive inference based on finite predicates and implicative regularities / Arkadij Zakrevskij -- Solving large systems of boolean equations / Arkadij Zakrevskij -- Constructing Galois lattices as a commonsense reasoning process / Xenia Naidenova -- An analytical survey of current approaches to mining logical rules from data / Xenia Naidenova -- Logical inference and defeasible reasoning in N-tuple algebra / Boris Kulik, Alexander Fridman, Alexander Zuenko -- Measuring human intelligence by applying soft computing techniques: a genetic fuzzy approach / Kunjal Mankad -- Intelligent data processing based on multi-dimensional numbered memory structures / Krassimir Markov [and others] -- Bimodal cross-validation approach for recommender systems diagnostics / Dmitry I. Ignatov, Jonas Poelmans -- Application of machine training methods to design of new inorganic compounds / Nadezhda Kiselyova [and others] -- Machine learning in studying the organism's functional state of clinically healthy individuals depending on their immune reactivity / Tatiana V. Sambukova -- Business intelligence in corporate governance and business processes management / Alexander Yakovlev
Control code
ocn807849823
Dimensions
unknown
Extent
1 online resource (xxvi, 301 pages)
File format
multiple file formats
Form of item
online
Isbn
9781466619005
Other control number
10.4018/978-1-4666-1900-5
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)807849823
Label
Diagnostic test approaches to machine learning and commonsense reasoning systems, Xenia Naidenova and Dmitry I. Ignatov, editors
Publication
Bibliography note
Includes bibliographical references
Color
black and white
Contents
Integrated model of inductive-deductive inference based on finite predicates and implicative regularities / Arkadij Zakrevskij -- Solving large systems of boolean equations / Arkadij Zakrevskij -- Constructing Galois lattices as a commonsense reasoning process / Xenia Naidenova -- An analytical survey of current approaches to mining logical rules from data / Xenia Naidenova -- Logical inference and defeasible reasoning in N-tuple algebra / Boris Kulik, Alexander Fridman, Alexander Zuenko -- Measuring human intelligence by applying soft computing techniques: a genetic fuzzy approach / Kunjal Mankad -- Intelligent data processing based on multi-dimensional numbered memory structures / Krassimir Markov [and others] -- Bimodal cross-validation approach for recommender systems diagnostics / Dmitry I. Ignatov, Jonas Poelmans -- Application of machine training methods to design of new inorganic compounds / Nadezhda Kiselyova [and others] -- Machine learning in studying the organism's functional state of clinically healthy individuals depending on their immune reactivity / Tatiana V. Sambukova -- Business intelligence in corporate governance and business processes management / Alexander Yakovlev
Control code
ocn807849823
Dimensions
unknown
Extent
1 online resource (xxvi, 301 pages)
File format
multiple file formats
Form of item
online
Isbn
9781466619005
Other control number
10.4018/978-1-4666-1900-5
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)807849823

Library Locations

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