Iñigo Perona

According to our database, Iñigo Perona authored at least 20 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Towards Active Participant-Centric Vertical Federated Learning: Some Representations May Be All You Need.

Jon Irureta, Jon Imaz, Aizea Lojo, Marco González, Iñigo Perona

CoRR, 2024

2023

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

Maitane Martinez-Eguiluz, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Iñigo Perona, Ane Murueta-Goyena, Marian Acera, Rocio Del Pino, Beatriz Tijero, Juan Carlos Gomez-Esteban, Iñigo Gabilondo

Neural Comput. Appl., March, 2023

2019

Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting.

Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo

Int. J. Medical Informatics, 2019

Towards automatic problem detection in web navigation based on client-side interaction data.

Iñigo Perona, Ainhoa Yera, Olatz Arbelaitz, Javier Muguerza, J. Eduardo Pérez, Xabier Valencia

Proceedings of the XX International Conference on Human Computer Interaction, 2019

2018

Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard.

Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo

Proceedings of the 2018 International Conference on Digital Health, 2018

Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques.

Ainhoa Yera, Iñigo Perona, Olatz Arbelaitz, Javier Muguerza

Proceedings of the Advances in Artificial Intelligence, 2018

2016

Web mining for navigation problem detection and diagnosis in Discapnet: A website aimed at disabled people.

Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona

J. Assoc. Inf. Sci. Technol., 2016

2014

Global versus modular link prediction approach for discapnet: website focused to visually impaired people.

Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013

An extensive comparative study of cluster validity indices.

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona

Pattern Recognit., 2013

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, Javier Muguerza, Jesús Maria Pérez, Iñigo Perona

Expert Syst. Appl., 2013

2012

Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information.

Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling.

Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

2011

SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information.

Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Iñigo Perona

Proceedings of the Advances in Artificial Intelligence, 2011

2010

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, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona

Pattern Recognit., 2010

Consolidated trees versus bagging when explanation is required.

Jesús M. Pérez, Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Iñigo Perona

Computing, 2010

2009

SIHC: A Stable Incremental Hierarchical Clustering Algorithm.

Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona

Proceedings of the ICEIS 2009, 2009

Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees.

Iñigo Perona, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez

Proceedings of the IADIS International Conference Applied Computing 2009, 2009

Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5.

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona

Proceedings of the Current Topics in Artificial Intelligence, 2009

2008

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

Iñigo Perona, Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez

Proceedings of the Data Mining and Analytics 2008, 2008

Evaluation of Malware clustering based on its dynamic behaviour.

Ibai Gurrutxaga, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José Ignacio Martín, Iñigo Perona

Proceedings of the Data Mining and Analytics 2008, 2008