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020 _a9783030778675
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024 7 _a10.1007/978-3-030-77867-5
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aFormal Concept Analysis
_h[electronic resource] :
_b16th International Conference, ICFCA 2021, Strasbourg, France, June 29 - July 2, 2021, Proceedings /
_cedited by Agnès Braud, Aleksey Buzmakov, Tom Hanika, Florence Le Ber.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXVI, 291 p. 70 illus., 35 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v12733
505 0 _aRepresenting partition lattices through FCA -- Fixed-Point Semantics for Barebone Relational Concept Analysis -- Boolean Substructures in Formal Concept Analysis -- Enumerating Maximal Consistent Closed Sets in Closure Systems -- A new Kind of Implication to Reason with Unknown Information -- Pruning Techniques in LinCbO for Computation of the Duquenne-Guigues Basis -- Approximate Computation of Exact Association Rules -- An Incremental Recomputation of From-Below Boolean Matrix Factorization -- Clustering and Identification of Core Implications for Grouping Objects -- Extracting Relations in Texts with Concepts of Neighbours -- Triadic Exploration and Exploration with Multiple Experts -- Towards Interactive Transition from AOC Poset to Concept Lattice -- Visualization of Statistical Information in Concept Lattice Diagrams -- Force-Directed Layout of Order Diagrams Using Dimensional Reduction -- Sandwich: an Algorithm for Discovering Relevant Link Keys in an LKPS Concept Lattice -- Decision Concept Lattice vs Decision Trees and Random Forests -- Exploring Scale-Measures of Data Sets -- Filters, Ideals and Congruence on Double Boolean Algebras -- Diagrammatic Representations of Conceptual Structures.
520 _aThis book constitutes the proceedings of the 16th International Conference on Formal Concept Analysis, ICFCA 2021, held in Strasbourg, France, in June/July 2021. The 14 full papers and 5 short papers presented in this volume were carefully reviewed and selected from 32 submissions. The book also contains four invited contributions in full paper length. The research part of this volume is divided in five different sections. First, "Theory" contains compiled works that discuss advances on theoretical aspects of FCA. Second, the section "Rules" consists of contributions devoted to implications and association rules. The third section "Methods and Applications" is composed of results that are concerned with new algorithms and their applications. "Exploration and Visualization" introduces different approaches to data exploration.
650 0 _aArtificial intelligence.
_93407
650 0 _aData mining.
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650 0 _aDatabase management.
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650 0 _aComputer science.
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650 0 _aApplication software.
_9120211
650 0 _aComputer science
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_93866
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aData Mining and Knowledge Discovery.
_9120212
650 2 4 _aDatabase Management System.
_932540
650 2 4 _aTheory of Computation.
_9120213
650 2 4 _aComputer and Information Systems Applications.
_9120214
650 2 4 _aMathematics of Computing.
_931875
700 1 _aBraud, Agnès.
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700 1 _aBuzmakov, Aleksey.
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700 1 _aHanika, Tom.
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700 1 _aLe Ber, Florence.
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Artificial Intelligence,
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856 4 0 _uhttps://doi.org/10.1007/978-3-030-77867-5
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