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pro vyhledávání: '"Pablo Morales-Álvarez"'
Autor:
Miguel López-Pérez, Mohamed Amgad, Pablo Morales-Álvarez, Pablo Ruiz, Lee A. D. Cooper, Rafael Molina, Aggelos K. Katsaggelos
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-9 (2021)
Abstract The volume of labeled data is often the primary determinant of success in developing machine learning algorithms. This has increased interest in methods for leveraging crowds to scale data labeling efforts, and methods to learn from noisy cr
Externí odkaz:
https://doaj.org/article/6f4708f23d7141a982a40bf1745ac009
Cancer disease is one of the main causes of death in the world, with million annual cases in the last decades. The need to find a cure has stimulated the search for efficient treatments and diagnostic procedures. One of the most promising tools that
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3cd1b80ca490d825a026073ce5d9ca43
https://doi.org/10.21203/rs.3.rs-2474576/v1
https://doi.org/10.21203/rs.3.rs-2474576/v1
Autor:
Pablo Morales Álvarez, Miguel Sánchez
Publikováno v:
Milan Journal of Mathematics. 83:295-311
It is known that the celebrated theorem by Hawking which assures the existence of a Big-Bang under physically motivated hypotheses, uses geometric ideas inspired in classical Myers theorem. Our aim here is to go a step further: first, a result which
Autor:
Miguel Lopez-Perez, Pablo Morales-Alvarez, Lee A. D. Cooper, Rafael Molina, Aggelos K. Katsaggelos
Publikováno v:
IEEE Access, Vol 11, Pp 6922-6934 (2023)
Machine learning (ML) methods often require large volumes of labeled data to achieve meaningful performance. The expertise necessary for labeling data in medical applications like pathology presents a significant challenge in developing clinical-grad
Externí odkaz:
https://doaj.org/article/78e821b163a84d5ebc1266c2dcb2f6b3
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783319320335
HAIS
HAIS
Class noise refers to the incorrect labeling of examples in classification, and is known to negatively affect the performance of classifiers. In this contribution, we propose a boosting-based hybrid algorithm that combines data removal and data repar
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2feca71e2a761c904fd0f88cdb7bf799
https://doi.org/10.1007/978-3-319-32034-2_46
https://doi.org/10.1007/978-3-319-32034-2_46
Autor:
Pablo Morales Álvarez, Miguel Sánchez
Publikováno v:
Classical and Quantum Gravity. 32:197001
Globally hyperbolic spacetimes admitting infinitely many causal (and timelike) homotopy classes of curves joining two prescribed points, are exhibited and discussed.
Comment: Revised version with further physical motivations to appear in CQG. La
Comment: Revised version with further physical motivations to appear in CQG. La