Association rules applied to credit card fraud detection

D Sánchez, MA Vila, L Cerda, JM Serrano - Expert systems with …, 2009 - Elsevier
Association rules are considered to be the best studied models for data mining. In this
article, we propose their use in order to extract knowledge so that normal behavior patterns …

Fuzzy association rules: general model and applications

M Delgado, N Marín, D Sánchez… - IEEE transactions on …, 2003 - ieeexplore.ieee.org
The theory of fuzzy sets has been recognized as a suitable tool to model several kinds of
patterns that can hold in data. In this paper, we are concerned with the development of a …

GEFRED: a generalized model of fuzzy relational databases

JM Medina, O Pons, MA Vila - Information sciences, 1994 - Elsevier
In this paper, we present a Fuzzy Relational Databases model whose main characteristics
are: the integration of previous models in the same framework, representation capabilities …

Mining fuzzy association rules: an overview

M Delgado, N Manín, MJ Martin-Bautista… - Soft Computing for …, 2005 - Springer
The main aim of this paper is to present a revision of the most relevant results about the use
of Fuzzy Sets in Data Mining, specifically in relation with the discovery of Association Rules …

[图书][B] Handbook of fuzzy computation

E Ruspini, P Bonissone, W Pedrycz - 2020 - books.google.com
This handbook provides information about fundamental aspects of the field and explores the
myriad applications of fuzzy logic techniques and methods. It presents basic conceptual …

[图书][B] Fuzzy preference queries to relational databases

O Pivert, P Bosc - 2012 - books.google.com
The manipulation of databases is an integral part of a world which is becoming increasingly
and pervasively information-focused. This book puts forward a suggestion to advocate …

A Fuzzy Approach to the Linguistic Summarization of Time Series.

RM Catillo-Ortega, N Marín… - Journal of Multiple …, 2011 - search.ebscohost.com
In this work we introduce a new approach to linguistic summarization of time series based
on the use of a fuzzy hierarchical partition of the time dimension and the evaluation of …

Towards the implementation of a generalized fuzzy relational database model

JM Medina, MA Vila, JC Cubero, O Pons - Fuzzy Sets and Systems, 1995 - Elsevier
This paper shows the necessary elements for the effective implementation of the
generalized fuzzy relational database model. From the model described in Medina et …

Fuzzy databases

P Bosc, BB Buckles, FE Petry, O Pivert - Fuzzy sets in approximate …, 1999 - Springer
This chapter will present the use of fuzzy set theory in databases. Particular emphasis is on
the relational data model and possibility and similarity based approaches to representation …

Linguistic summarization of time series data using genetic algorithms

R Castillo Ortega, N Marín, D Sánchez… - … 18-22 july 2011, Aix-les …, 2011 - air.unimi.it
In this paper, the use of an evolutionary approach when obtaining linguistic summaries from
time series data is proposed. We assume the availability of a hierarchical partition of the time …