Zobrazeno 1 - 10
of 67
pro vyhledávání: '"Darian Onchis"'
Publikováno v:
Machine Learning and Knowledge Extraction, Vol 6, Iss 3, Pp 1921-1935 (2024)
In this paper, a method is introduced to control the dark knowledge values also known as soft targets, with the purpose of improving the training by knowledge distillation for multi-class classification tasks. Knowledge distillation effectively trans
Externí odkaz:
https://doaj.org/article/5eb7bf639c7a472ba9fb35e9da07c2eb
Autor:
Ciprian Cosmin Secasan, Darian Onchis, Razvan Bardan, Alin Cumpanas, Dorin Novacescu, Corina Botoca, Alis Dema, Ioan Sporea
Publikováno v:
Current Oncology, Vol 29, Iss 6, Pp 4212-4223 (2022)
(1) Objective: To design an artificial intelligence system for prostate cancer prediction using the data obtained by shear wave elastography of the prostate, by comparing it with the histopathological exam of the prostate biopsy specimens. (2) Materi
Externí odkaz:
https://doaj.org/article/253b675d27b1466197a264dcd7b22a53
Publikováno v:
Applied Sciences, Vol 12, Iss 22, p 11502 (2022)
We introduce in this paper a neuro-symbolic predictive model based on Logic Tensor Networks, capable of discriminating and at the same time of explaining the bad connections, called alerts or attacks, and the normal connections. The proposed classifi
Externí odkaz:
https://doaj.org/article/160848417db44550a199c4cab5dc9c1a
Publikováno v:
Applied Sciences, Vol 12, Iss 13, p 6506 (2022)
In this paper, we introduce an AI-based procedure to estimate and assist in choosing the optimal surgery timing, in the case of a thoracic cancer diagnostic, based on an explainable machine learning model trained on a knowledge base. This decision is
Externí odkaz:
https://doaj.org/article/f37130a82777472db4961ac4500b8ab6
Autor:
Darian Onchis, Simone Zappalà
Publikováno v:
Symmetry, Vol 10, Iss 1, p 7 (2017)
In this paper, the stability of translation-invariant spaces of distributions over locally compact groups is stated as boundedness of synthesis and projection operators. At first, a characterization of the stability of spline-type spaces is given, in
Externí odkaz:
https://doaj.org/article/38cb5d995e434fe185ae273298d9aff7
Publikováno v:
Ultrasound in Medicine & Biology. 48:S26-S27
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ad0d9057bddcd2a200dbf6992cac2488
https://doi.org/10.1016/j.ultrasmedbio.2022.04.087
https://doi.org/10.1016/j.ultrasmedbio.2022.04.087
Autor:
Pedro Real, A. Hepzibah Christinal, Rebeca Marfil, Darian Onchis Moaca, Fernando Diaz-del-Rio, Helena Molina Abril
Publikováno v:
Pattern Recognition Letters. 136:228-229
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::82b30c08f917a20ac747531e9245315c
https://doi.org/10.1016/j.patrec.2020.06.012
https://doi.org/10.1016/j.patrec.2020.06.012
Autor:
Simone Zappala, Smaranda Laura Goţia, Marius Octavian Pricop, Darian Onchis-Moaca, Pedro Real
Publikováno v:
idUS. Depósito de Investigación de la Universidad de Sevilla
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In this paper, we explore the possibility of applying the anisotropic generalized Hough transform (AGHT) enhanced with a Gabor based time-frequency filtering (GTF) for the determination of the mandibular canal in digital dental panoramic radiographs.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e01999f724d25cbe9ffaa4d2343cf394
https://doi.org/10.1016/j.patrec.2015.12.001
https://doi.org/10.1016/j.patrec.2015.12.001
Autor:
Zappalà, Darian Onchis, Simone
Publikováno v:
Symmetry; Volume 10; Issue 1; Pages: 7
In this paper, the stability of translation-invariant spaces of distributions over locally compact groups is stated as boundedness of synthesis and projection operators. At first, a characterization of the stability of spline-type spaces is given, in
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=multidiscipl::9fdd2ecd763fcf4a8b9c3cc79d1dc63d
Publikováno v:
Applications of Computer Algebra ISBN: 9783319569307
In this work, a multiple generalized anisotropic Hough transform (AGHT) is used to detect the mandibular canal in dental panoramic radiographs. The proposed method relies on a sequential application of the Hough transform that we call double Hough tr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d370e1a0ac1771a615482b4f7d2ea61c
https://doi.org/10.1007/978-3-319-56932-1_22
https://doi.org/10.1007/978-3-319-56932-1_22
