12 citations · 25 across the 4 of their papers we have counts for
4 papers
Algorithmic Clustering based on String Compression to Extract P300 Structure in EEG Signals
Guillermo Sarasa, Ana Granados, Francisco B Rodríguez
P300 is an Event-Related Potential widely used in Brain-Computer Interfaces, but its detection is challenging due to inter-subject and temporal variability. This work introduces a…
Discovering Dataset Nature through Algorithmic Clustering based on String Compression
Ana Granados, Kostadin Koroutchev, Francisco de Borja Rodríguez
Text datasets can be represented using models that do not preserve text structure, or using models that preserve text structure. Our hypothesis is that depending on the dataset nat…
Analysis and study on text representation to improve the accuracy of the Normalized Compression Distance
Ana Granados
The huge amount of information stored in text form makes methods that deal with texts really interesting. This thesis focuses on dealing with texts using compression distances. Mor…
Evaluating the Impact of Information Distortion on Normalized Compression Distance
Ana Granados, Manuel Cebrian, David Camacho +1
In this paper we apply different techniques of information distortion on a set of classical books written in English. We study the impact that these distortions have upon the Kolmo…