Zobrazeno 1 - 10 of 20 pro vyhledávání: '"Iñigo Perona"'
1
Diagnostic classification of Parkinson’s disease based on non-motor manifestations and machine learning strategies
Autor: Maitane Martinez-Eguiluz, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Iñigo Perona, Ane Murueta-Goyena, Marian Acera, Rocío Del Pino, Beatriz Tijero, Juan Carlos Gomez-Esteban, Iñigo Gabilondo
Publikováno v: Neural Computing and Applications. 35:5603-5617
Non-motor manifestations of Parkinson’s disease (PD) appear early and have a significant impact on the quality of life of patients, but few studies have evaluated their predictive potential with machine learning algorithms. We evaluated 9 algorithm
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8424081dd5aa884cf9ab9af298faa3ae
https://doi.org/10.1007/s00521-022-07256-8
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2
Arbel mediko baten erabileraren azterketa: nolako elkarrekintza halako portaera-bisuala
Autor: Javier Muguerza, Markel Vigo, Ainhoa Yera, Iñigo Perona, Olatz Arbelaitz
Publikováno v: Addi. Archivo Digital para la Docencia y la Investigación
instname
Addi: Archivo Digital para la Docencia y la Investigación
Universidad del País Vasco
Usability is a big challenge for medical software, on one side because data are of large size and complex and on the other because the context of use is critical. We know that clinicians call for the right amount and to this regard, adaptive user int
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::67a25dae6bad3bd83a6c56caeef1b405
https://doi.org/10.1387/ekaia.21695
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3
Towards automatic problem detection in web navigation based on client-side interaction data
Autor: J. Eduardo Pérez, Xabier Valencia, Javier Muguerza, Iñigo Perona, Ainhoa Yera, Olatz Arbelaitz
Publikováno v: Interacción
Nowadays the importance of digital competences is unarguable, and specially for people with functional diversity. On the other hand, the website should adapt to the user necessities automatically. This work focuses on the latter, in detecting navigat
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d984456041d0366bf18997b474a9b02c
https://doi.org/10.1145/3335595.3335642
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4
Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting
Autor: Olatz Arbelaitz, Markel Vigo, Richard N. Keers, Darren M. Ashcroft, Caroline Jay, Iñigo Perona, Javier Muguerza, Niels Peek, Ainhoa Yera, Richard Williams
Publikováno v: Yera, A, Muguerza, J, Arbelaitz, O, Perona, I, Keers, R, Ashcroft, D, Williams, R, Peek, N, Jay, C & Vigo, M 2019, ' 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 . https://doi.org/10.1016/j.ijmedinf.2019.07.014
ObjectiveTo characterise the use of an electronic medication safety dashboard by exploring and contrasting interactions from primary users (i.e. pharmacists) who were leading the intervention and secondary users (i.e. non-pharmacist staff) who used t
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c70f942b8c7fab359e6b2fa6644eac14
https://pubmed.ncbi.nlm.nih.gov/31445283
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5
Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard
Autor: Markel Vigo, Olatz Arbelaitz, Richard N. Keers, Ainhoa Yera, Javier Muguerza, Darren M. Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Iñigo Perona
Publikováno v: Yera, A, Muguerza, J, Arbelaitz, O, Perona, I, Keers, R, Ashcroft, D, Williams, R, Peek, N, Jay, C & Vigo, M 2018, Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard . in 8th International Digital Health Conference . pp. 55, 2018 International Digital Health Conference, Lyon, France, 23/04/18 . https://doi.org/10.1145/3194658.3194676
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Making medical software easy to use and actionable is challenging due to the characteristics of the data (its size and complexity) and its context of use. This results in user interfaces with a high-density of data that do not support optimal decisio
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::28bdab57ed7191a34389e09254fae612
https://pure.manchester.ac.uk/ws/files/67332217/SMASH_UM.pdf
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6
Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques
Autor: Javier Muguerza, Olatz Arbelaitz, Ainhoa Yera, Iñigo Perona
Publikováno v: Advances in Artificial Intelligence ISBN: 9783030003739
CAEPIA
This work analyses the navigation in the enrolment web information area of the University of the Basque Country. A complete data mining process shows that successful and failure navigation behaviors can be modeled using machine learning techniques. U
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::7ed2185213ca9ebd850062bdc6d4e09e
https://doi.org/10.1007/978-3-030-00374-6_29
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7
Web mining for navigation problem detection and diagnosis in Discapnet: A website aimed at disabled people
Autor: Javier Muguerza, Olatz Arbelaitz, Aizea Lojo, Iñigo Perona
Publikováno v: Journal of the Association for Information Science and Technology. 67:1916-1927
The dramatic increase in the amount of information stored on the web makes it more important to familiarize people with disabilities and elderly people with digital devices and applications and to adapt websites to enable their use by these users. Di
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::07a22ece48de48311d82c15fe0f3d417
https://doi.org/10.1002/asi.23506
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10
Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it
Autor: Aizea Lojo, Ibai Gurrutxaga, Iñigo Perona, Javier Muguerza, Olatz Arbelaitz, Jesús M. Pérez
Publikováno v: Expert Systems with Applications. 40:7478-7491
The tourism industry has experienced a shift from offline to online travellers and this has made the use of intelligent systems in the tourism sector crucial. These information systems should provide tourism consumers and service providers with the m
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5767caf68cc28241695b303777864f0d
https://doi.org/10.1016/j.eswa.2013.07.040
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