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10/13/2022
Delta-Closure Structure for Studying Data Distribution
In this paper, we revisit pattern mining and study the distribution unde...
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05/05/2022
Experimental Study of Concise Representations of Concepts and Dependencies
In this paper we are interested in studying concise representations of c...
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06/01/2021
Decision Concept Lattice vs. Decision Trees and Random Forests
Decision trees and their ensembles are very popular models of supervised...
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11/30/2020
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets
Pattern mining is well established in data mining research, especially f...
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10/06/2020
Discovery data topology with the closure structure. Theoretical and practical aspects
In this paper, we are revisiting pattern mining and especially itemset m...
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08/27/2019
Ordered Sets for Data Analysis
This book dwells on mathematical and algorithmic issues of data analysis...
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03/28/2017
Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time
The exponential explosion of the set of patterns is one of the main chal...
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11/08/2016
On interestingness measures of formal concepts
Formal concepts and closed itemsets proved to be of big importance for k...
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06/02/2015
Fast Generation of Best Interval Patterns for Nonmonotonic Constraints
In pattern mining, the main challenge is the exponential explosion of th...
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04/21/2015
Graphlet-based lazy associative graph classification
The paper addresses the graph classification problem and introduces a mo...
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04/09/2015
On mining complex sequential data by means of FCA and pattern structures
Nowadays data sets are available in very complex and heterogeneous ways....
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10/20/2014
Interactive Error Correction in Implicative Theories
Errors in implicative theories coming from binary data are studied. Firs...
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02/13/2012
Concept Relation Discovery and Innovation Enabling Technology (CORDIET)
Concept Relation Discovery and Innovation Enabling Technology (CORDIET),...
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11/24/2011
Revisiting Numerical Pattern Mining with Formal Concept Analysis
In this paper, we investigate the problem of mining numerical data in th...
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11/14/2011
Mining Biclusters of Similar Values with Triadic Concept Analysis
Biclustering numerical data became a popular data-mining task in the beg...
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06/26/2009
Concept-based Recommendations for Internet Advertisement
The problem of detecting terms that can be interesting to the advertiser...
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05/09/2009