Relaxed functional dependencies—a survey of approaches

L Caruccio, V Deufemia… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Recently, there has been a renovated interest in functional dependencies due to the
possibility of employing them in several advanced database operations, such as data …

Fitting pattern structures to knowledge discovery in big data

SO Kuznetsov - International conference on formal concept analysis, 2013 - Springer
Pattern structures, an extension of FCA to data with complex descriptions, propose an
alternative to conceptual scaling (binarization) by giving direct way to knowledge discovery …

Scalable knowledge discovery in complex data with pattern structures

SO Kuznetsov - Pattern Recognition and Machine Intelligence: 5th …, 2013 - Springer
Pattern structures propose a direct way to knowledge discovery in data with structure, such
as logical formulas, graphs, strings, tuples of numerical intervals, etc., by defining closed …

Computing similarity dependencies with pattern structures

J Baixeries, M Kaytoue, A Napoli - The Tenth International …, 2013 - inria.hal.science
Functional dependencies provide valuable knowledge on the relations between the
attributes of a data table. To extend their use, generalizations have been proposed, among …

[HTML][HTML] Characterizing approximate-matching dependencies in formal concept analysis with pattern structures

J Baixeries, V Codocedo, M Kaytoue… - Discrete applied …, 2018 - Elsevier
Functional dependencies (FDs) provide valuable knowledge on the relations between
attributes of a data table. A functional dependency holds when the values of an attribute can …

On pattern setups and pattern multistructures

A Belfodil, SO Kuznetsov, M Kaytoue - International Journal of …, 2020 - Taylor & Francis
Order and lattice theory provides convenient mathematical tools for pattern mining, in
particular for condensed irredundant representations of pattern spaces and their efficient …

Characterization of order-like dependencies with formal concept analysis

V Codocedo, J Baixeries, M Kaytoue… - … Conference on Concept …, 2016 - hal.science
Functional Dependencies (FDs) play a key role in many fields of the relational database
model, one of the most widely used database systems. FDs have also been applied in data …

[PDF][PDF] Database Dependencies and Formal Concept Analysis

J Baixeries - arxiv preprint arxiv:2403.13914, 2024 - arxiv.org
This is an account of the characterization of database dependencies with Formal Concept
Analysis. Subjects: Databases (cs. DB); Logic in Computer Science (cs. LO) MSC classes …

Computing dependencies using FCA

J Baixeries, V Codocedo, M Kaytoue… - Complex Data Analytics …, 2021 - Springer
Constraints, in a broad sense, are restrictions that exist (or should exist) in a dataset. There
are many different kinds of constraints, that differ not only in their semantics, but also, in the …

[PDF][PDF] Notes on relation between symbolic classifiers

X Naidenova, A Buzmakov… - CEUR Workshop …, 2017 - publications.hse.ru
Symbolic classifiers allow for solving classification task and provide the reason for the
classifier decision. Such classifiers were studied by a large number of researchers and …