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Generation of the database gurekddcup
(2017-02-10)
The database gureKDDCup has been generated within the UADI project (Unsupervised Anomaly Detection for Intrusion detection system) in which a classifier that detects intrusions or attacks in network based systems was ...
J48Consolidated: an implementation of CTC algorithm for WEKA
(2016-02-12)
The CTC algorithm, Consolidated Tree Construction algorithm, is a machine learning paradigm that was designed to solve a class imbalance problem, a fraud detection problem in the area of car insurance [1] where, besides, ...
Extending Distance-based Ranking Models In Estimation of Distribution Algorithms
(2014-05-20)
Recently, probability models on rankings have been proposed in the field of estimation of distribution algorithms in order to solve permutation-based combinatorial optimisation problems. Particularly, distance-based ranking ...
The Linear Ordering Problem Revisited
(2014-01-08)
The Linear Ordering Problem is a popular combinatorial optimisation problem which has been extensively addressed in the literature. However, in spite of its popularity, little is known about the characteristics of this ...
A summary of my twenty years of research according to Google Scholars
(2018-03-26)
I am David Pardo, a researcher from Spain working mainly on numerical analysis
applied to geophysics. I am 40 years old, and over a decade ago, I realized that my performance as
a researcher was mainly evaluated based ...