Zobrazeno 1 - 10
of 370
pro vyhledávání: '"Tomé, Ana"'
This paper introduces a novel model-agnostic algorithm called adaptive ensemble batch multi-input multi-output conformalized quantile regression (AEnbMIMOCQR} that enables forecasters to generate multi-step ahead prediction intervals for a fixed pre-
Externí odkaz:
http://arxiv.org/abs/2207.14219
Conformalized quantile regression is a procedure that inherits the advantages of conformal prediction and quantile regression. That is, we use quantile regression to estimate the true conditional quantile and then apply a conformal step on a calibrat
Externí odkaz:
http://arxiv.org/abs/2207.02808
Autor:
Wein, Simon, Schüller, Alina, Tomé, Ana Maria, Malloni, Wilhelm M., Greenlee, Mark W., Lang, Elmar W.
Comprehending the interplay between spatial and temporal characteristics of neural dynamics can contribute to our understanding of information processing in the human brain. Graph neural networks (GNNs) provide a new possibility to interpret graph st
Externí odkaz:
http://arxiv.org/abs/2112.04266
Autor:
de Lima, Isabelle Almeida, Fiuza, Lorraine Gabriele, Tovar, Johan Sebastián Díaz, Bejar, Dianeth Sara Lima, Tomé, Ana Julia Barbosa, Requena, Michelle Barreto, Pires, Layla, Zheng, Gang, Inada, Natalia Mayumi, Kurachi, Cristina, Bagnato, Vanderlei Salvador
Publikováno v:
In Journal of Photochemistry and Photobiology December 2024 24
Publikováno v:
In Neurocomputing 1 December 2024 608
Publikováno v:
In Expert Systems With Applications 15 March 2024 238 Part F
Autor:
Wein, Simon, Malloni, Wilhelm, Tomé, Ana Maria, Frank, Sebastian M., Henze, Gina-Isabelle, Wüst, Stefan, Greenlee, Mark W., Lang, Elmar W.
A central question in neuroscience is how self-organizing dynamic interactions in the brain emerge on their relatively static structural backbone. Due to the complexity of spatial and temporal dependencies between different brain areas, fully compreh
Externí odkaz:
http://arxiv.org/abs/2010.07143
Autor:
Tomé, Ana G., Ribeiro, Elaine A.M., Lima, Marcelo, Brocenschi, Ricardo F., Ribeiro, Lígia N.M., Amaral, e Fábio A.
Publikováno v:
In Journal of Environmental Chemical Engineering December 2023 11(6)
Service robots are expected to autonomously and efficiently work in human-centric environments. For this type of robots, object perception and manipulation are challenging tasks due to need for accurate and real-time response. This paper presents an
Externí odkaz:
http://arxiv.org/abs/1904.02530
During the fabrication of casting parts sensor data is typically automatically recorded and accumulated for process monitoring and defect diagnosis. As casting is a thermal process with many interacting process parameters, root cause analysis tends t
Externí odkaz:
http://arxiv.org/abs/1904.02217