Iñigo Perona

An extensive comparative study of cluster validity indices

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza et al. · Pattern Recognition · 2012 · 1.4K citations

Education, Educational Assessment, Educational Measurement +14

SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index

Ibai Gurrutxaga, Iñaki Albisua, Olatz Arbelaitz et al. · Pattern Recognition · 2010 · 101 citations

Computing, Data Science, Data Mining +10

Diagnostic classification of Parkinson’s disease based on non-motor manifestations and machine learning strategies

Maitane Martinez-Eguiluz, Olatz Arbelaitz, Ibai Gurrutxaga et al. · Neural Computing and Applications · 2022 · 51 citations · Full text

Computing, Computer Science, Neurology +17

Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it

Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo et al. · Expert Systems with Applications · 2013 · 39 citations

Computing, Computer Science, Information Systems +16

Service-independent payload analysis to improve intrusion detection in network traffic

Iñigo Perona, Ibai Gurrutxaga, Olatz Arbelaitz et al. · Australasian Data Mining Conference · 2008 · 31 citations

Computing, Computer Engineering, Computer Science +10