Zobrazeno 1 - 10
of 1 861
pro vyhledávání: '"P, Malacarne"'
Autor:
Kristoffersen, Simen, Nordby, Peter Skaar, Malacarne, Sara, Ruocco, Massimiliano, Ortiz, Pablo
We introduce SiamTST, a novel representation learning framework for multivariate time series. SiamTST integrates a Siamese network with attention, channel-independent patching, and normalization techniques to achieve superior performance. Evaluated o
Externí odkaz:
http://arxiv.org/abs/2407.02258
Publikováno v:
Pattern Recognition, 156, 110826 (2024)
We present a novel time series anomaly detection method that achieves excellent detection accuracy while offering a superior level of explainability. Our proposed method, TimeVQVAE-AD, leverages masked generative modeling adapted from the cutting-edg
Externí odkaz:
http://arxiv.org/abs/2311.12550
This paper presents a novel sampling scheme for masked non-autoregressive generative modeling. We identify the limitations of TimeVQVAE, MaskGIT, and Token-Critic in their sampling processes, and propose Enhanced Sampling Scheme (ESS) to overcome the
Externí odkaz:
http://arxiv.org/abs/2309.07945
Autor:
Daniela Lucini, Luca Giovanelli, Mara Malacarne, Giuseppina Bernardelli, Alessandro Ardigò, Wolfgang Gatzemeier, Nadia Solaro
Publikováno v:
Journal of Obesity & Metabolic Syndrome, Vol 33, Iss 3, Pp 229-239 (2024)
Background : Metabolic syndrome (MetS) is associated with an increased risk of cardiovascular diseases. Compelling evidence supports the key role of dysfunction in the autonomic nervous system in that association, as well as mutual correlation among
Externí odkaz:
https://doaj.org/article/35b067af22804526b6a8daa7988b1763
Time series generation (TSG) studies have mainly focused on the use of Generative Adversarial Networks (GANs) combined with recurrent neural network (RNN) variants. However, the fundamental limitations and challenges of training GANs still remain. In
Externí odkaz:
http://arxiv.org/abs/2303.04743
Autor:
Daniel Araki Ribeiro, Glenda Nicioli da Silva, Ingra Tais Malacarne, Luciana Pellegrini Pisani, Daisy Maria Favero Salvadori
Publikováno v:
Pathophysiology, Vol 31, Iss 3, Pp 352-366 (2024)
Obesity is a big public health problem that claims several thousand lives every year. Bariatric surgery has arisen as a suitable procedure for treating obesity, particularly morbid obesity. Oxidative stress, genotoxicity, apoptosis, and inflammatory
Externí odkaz:
https://doaj.org/article/3ec770f0988943cabcf94c2987ac8742
Autor:
MA Malacarne, GM Santos, B Stefanello, E Okazaki, POP Prestes, C Rothschild, V Rocha, PR Villaça, FA Orsi
Publikováno v:
Hematology, Transfusion and Cell Therapy, Vol 46, Iss , Pp S600-S601 (2024)
Objetivos: Os eventos tromboembólicos arteriais e venosos estão associados a diversos fatores de risco, havendo uma complexa interposição de fatores pró-coagulantes e inflamatórios, o que explica a heterogeneidade clínica dos pacientes. O obje
Externí odkaz:
https://doaj.org/article/f1c34288a85a42b8a9435c60fc73232e
Autor:
N. G. C. Astrath, E. V. Bergmann, B. Anghinoni, G. A. S. Flizikowski, A. Novatski, C. Jacinto, T. Požar, M. Kalin, L. C. Malacarne, M. L. Baesso
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)
Abstract The interaction of localized light with matter generates optical electrostriction within dielectric fluids, leading to a discernible change in the refractive index of the medium according to the excitation’s light profile. This optical for
Externí odkaz:
https://doaj.org/article/db14061d8a6b47f791e72a263c87bc8e
Autor:
Queli Ghilardi Cancian, Deisiane De Toni Alves, Cassiane Beatrís Pasuck Benassi, Vilmar Malacarne, Vitor Gonçalves
Publikováno v:
EduSer, Vol 16, Iss 2 (2024)
A proposta do presente estudo é promover uma discussão centrada no papel da Iniciação Científica na formação do estudante como pesquisador nas universidades brasileiras. Como objetivo buscamos compreender os impactos desta na formação do est
Externí odkaz:
https://doaj.org/article/8cdf8644bddb488e9d9e4e7dd6508ea5
Autor:
Raffaele, Mauro Paolini, Mario Malacarne, Tomas Roman, Vincenzo Naselli, Nicola Francesca, Roberto Larcher
Publikováno v:
OENO One, Vol 58, Iss 3 (2024)
Lambrusco is a sparkling wine largely produced in the north of Italy, especially in the Emilia region. The possible application of two non-Saccharomyces yeasts in the secondary bottle fermentation (Champenoise method) was tested in combination with a
Externí odkaz:
https://doaj.org/article/57f31e1b80f240e0a7b0a2ccf87b2d2c