1 citations · 2 across the 7 of their papers we have counts for
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cs.DB2019
Analysis of Co-Occurrence Patterns in Data through Modular and Clan Decompositions of Gaifman Graphs
Marie Ely Piceno, José Luis Balcázar
We argue that the existing knowledge about modular decomposition of graphs and clan decomposition of 2-structures can be put to use advantageously in a context of data analysis. We…
cs.DB2018
Decomposition of quantitative Gaifman graphs as a data analysis tool
José Luis Balcázar, Marie Ely Piceno, Laura Rodríguez-Navas
We argue the usefulness of Gaifman graphs of first-order relational structures as an exploratory data analysis tool. We illustrate our approach with cases where the modular decompo…
cs.DB2011★ 1 cited
Formal and Computational Properties of the Confidence Boost of Association Rules
José L. Balcázar
Some existing notions of redundancy among association rules allow for a logical-style characterization and lead to irredundant bases of absolutely minimum size. One can push the in…