Zobrazeno 1 - 10
of 69
pro vyhledávání: '"Joaquín Borrego"'
Autor:
Gonzalo A. Aranda-Corral, Joaquín Borrego-Díaz, Antonia M. Chávez-González, Nataliya M. Gulayeva
Publikováno v:
AI, Vol 5, Iss 2, Pp 746-789 (2024)
In ontology engineering, reusing (or extending) ontologies poses a significant challenge, requiring revising their ontological commitments and ensuring accurate representation and coherent reasoning. This study aims to address two main objectives. Fi
Externí odkaz:
https://doaj.org/article/79b2b53247d7421ba4027c0b02d0682f
Publikováno v:
Axioms, Vol 13, Iss 5, p 306 (2024)
In the present paper, we address the following general question in the framework of classical first-order logic. Assume that a certain mathematical principle can be formalized in a first-order language by a set E of conditional formulas of the form
Externí odkaz:
https://doaj.org/article/4ad09020e84e457e85a1d9b360cd63de
Publikováno v:
Mathematics, Vol 11, Iss 22, p 4672 (2023)
Relational learning has attracted much attention from the machine learning community in recent years, and many real-world applications have been successfully formulated as relational learning problems. In recent years, several relational learning alg
Externí odkaz:
https://doaj.org/article/3921342ac51c44ca8b9ac244c05a4748
Publikováno v:
Information, Vol 14, Iss 5, p 256 (2023)
The aim of predictive maintenance, within the field of prognostics and health management (PHM), is to identify and anticipate potential issues in the equipment before these become serious. The main challenge to be addressed is to assess the amount of
Externí odkaz:
https://doaj.org/article/ea874c38d012467f9b8700806c0b3ecb
Publikováno v:
Mathematics, Vol 9, Iss 3, p 252 (2021)
In the paradigm of Knowledge-Based Systems (KBS), the design of methods to simplify the reasoning leads to more efficient processes. A point of view that provides valuable insights is the algebraic one. In this work, a notion of basis (and dimension)
Externí odkaz:
https://doaj.org/article/47a9a289efc64ba896862da0676b8f6c
Publikováno v:
HCI in Mobility, Transport, and Automotive Systems ISBN: 9783031049866
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2669018ea68bffccbe076ac11ed5cfa4
https://doi.org/10.1007/978-3-031-04987-3_39
https://doi.org/10.1007/978-3-031-04987-3_39
Autor:
Juan Galan Paez, Joaquín Borrego-Díaz
Alongside the particular need to explain the behavior of black box artificial intelligence (AI) systems, there is a general need to explain the behavior of any type of AI-based system (the explainable AI, XAI) or complex system that integrates this t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::80efe98d66677211cddb0c4651ff6b05
Concept Mining is one of the main challenges both in Cognitive Computing and in Machine Learning. The ongoing improvement of solutions to address this issue raises the need to analyze whether the consistency of the learning process is preserved. This
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8f80e3c26920e24182fbf94b83d16640
https://hdl.handle.net/10272/21890
https://hdl.handle.net/10272/21890
Autor:
Joaquín Borrego-Díaz, Juan Galán-Páez
A widespread need to explain the behavior and outcomes of AI-based systems has emerged, due to their ubiquitous presence. Thus, providing renewed momentum to the relatively new research area of eXplainable AI (XAI). Nowadays, the importance of XAI li
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c73ee4ad742f0ed50fd63cd4e5c97259
Publikováno v:
14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021) ISBN: 9783030878719
CISIS-ICEUTE
CISIS-ICEUTE
Risk-based methodologies for de-identification provide solutions to ensure privacy. These are based on the availability of sound metrics to estimate the risk of re-identification. Two issues associated with classical risk estimation are, on the one h
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0f43bd055fbd393c7f9ccea5b369c65d
https://doi.org/10.1007/978-3-030-87872-6_2
https://doi.org/10.1007/978-3-030-87872-6_2