Iñigo
Perona Balda
Universidad del País Vasco/Euskal Herriko Unibertsitatea
Lejona, EspañaPublications in collaboration with researchers from Universidad del País Vasco/Euskal Herriko Unibertsitatea (23)
2023
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Diagnostic classification of Parkinson’s disease based on non-motor manifestations and machine learning strategies
Neural Computing and Applications, Vol. 35, Núm. 8, pp. 5603-5617
2021
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Automatic Web Navigation Problem Detection Based on Client-Side Interaction Data
Human-centric Computing and Information Sciences, Vol. 11
2019
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Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting
International Journal of Medical Informatics, Vol. 129, pp. 395-403
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Towards automatic problem detection in web navigation based on client-side interaction data
ACM International Conference Proceeding Series
2018
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Inferring visual behaviour from user interaction data on a medical dashboard
ACM International Conference Proceeding Series
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Modeling the navigation on enrolment web information area of a university using machine learning techniques
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Modeling the navigation on enrolment web information area of a university using machine learning techniques: abstract
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
2016
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Web mining for navigation problem detection and diagnosis in Discapnet: A website aimed at disabled people
Journal of the Association for Information Science and Technology, Vol. 67, Núm. 8, pp. 1916-1927
2014
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Global versus modular link prediction approach for discapnet: Website focused to visually impaired people
2014 Federated Conference on Computer Science and Information Systems, FedCSIS 2014
2013
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An extensive comparative study of cluster validity indices
Pattern Recognition, Vol. 46, Núm. 1, pp. 243-256
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Enhancing Web accessibility through user modelling and adaption techniques
Assistive Technology Research Series
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Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it
Expert Systems with Applications, Vol. 40, Núm. 18, pp. 7478-7491
2012
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Adaptation of the user navigation scheme using clustering and frequent pattern mining techiques for profiling
KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval
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Enhancing a web usage mining based tourismwebsite adaptation with content information
KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval
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Web usage mining for automatic link generation
Proc. of the 10th Int. Workshop on Modelling, Simulation, Verification and Validation of Enterprise Information Systems, MSVVEIS 2012 and 1st Int. Workshop on , WEBI 2012,in Conj. with ICEIS 2012
2011
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SAHN with SEP/COP and SPADE, to build a general web navigation adaptation system using server log information
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010
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Consolidated trees versus bagging when explanation is required
Computing (Vienna/New York), Vol. 89, Núm. 3-4, pp. 113-145
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Obtaining optimal class distribution for decision trees: Comparative analysis of CTC and C4.5
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index
Pattern Recognition, Vol. 43, Núm. 10, pp. 3364-3373
2009
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SIHC: A STABLE INCREMENTAL HIERARCHICAL CLUSTERING ALGORITHM
ICEIS 2009 : PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL AIDSS