Zobrazeno 1 - 10
of 4 670
pro vyhledávání: '"A, Panadero"'
Data lakes are massive repositories of raw and heterogeneous data, designed to meet the requirements of modern data storage. Nonetheless, this same philosophy increases the complexity of performing discovery tasks to find relevant data for subsequent
Externí odkaz:
http://arxiv.org/abs/2412.06637
Autor:
Panadero, Ivan, Guerra, Jose Carlos, Caravaca, Eva, Hidalgo, Fernando Julio, Acedo, Pablo, de Dios, Cristina, Torrontegui, Erik
Recent advancements in quantum technology have highlighted the potential of nitrogen-vacancy (NV) centers in diamond. However, fully realizing this potential requires addressing challenges related to the size, complexity, and cost of current optical
Externí odkaz:
http://arxiv.org/abs/2410.04942
Autor:
Delgado-Panadero, Ángel, Hernández-Lorca, Beatriz, García-Ordás, María Teresa, Benítez-Andrades, José Alberto
Publikováno v:
Information Sciences, Volume 589, 2022, Pages 199-212
Gradient Boost Decision Trees (GBDT) is a powerful additive model based on tree ensembles. Its nature makes GBDT a black-box model even though there are multiple explainable artificial intelligence (XAI) models obtaining information by reinterpreting
Externí odkaz:
http://arxiv.org/abs/2402.09197
Publikováno v:
Applied Intelligence, Volume 53, July 2023, pages 22991-23003
Tree ensemble algorithms as RandomForest and GradientBoosting are currently the dominant methods for modeling discrete or tabular data, however, they are unable to perform a hierarchical representation learning from raw data as NeuralNetworks does th
Externí odkaz:
http://arxiv.org/abs/2402.03386
Autor:
Panadero, Iván, Ban, Yue, Espinós, Hilario, Puebla, Ricardo, Casanova, Jorge, Torrontegui, Erik
We analyze the expressivity of a universal deep neural network that can be organized as a series of nested qubit rotations, accomplished by adjustable data re-uploads. While the maximal expressive power increases with the depth of the network and the
Externí odkaz:
http://arxiv.org/abs/2311.06090
Autor:
David García-Dios, Pablo Díaz, Susana Remesar, Miguel Viña, Néstor Martínez-Calabuig, Ana Saldaña, Pablo Díez-Baños, Rosario Panadero, Patrocinio Morrondo, Ceferino Manuel López
Publikováno v:
Irish Veterinary Journal, Vol 77, Iss 1, Pp 1-12 (2024)
Abstract Background Paramphistomids are ruminal trematodes that cause important losses in tropical and subtropical regions. However, their presence in Europe has increased significantly in recent decades. In northwestern Spain, this trend has been co
Externí odkaz:
https://doaj.org/article/48bc0868c10840098b9312125018445a
Autor:
Panadero, Iván, Espinós, Hilario, Tsunaki, Lucas, Volkova, Kseniia, Tobalina, Ander, Casanova, Jorge, Acedo, Pablo, Naydenov, Boris, Puebla, Ricardo, Torrontegui, Erik
Publikováno v:
Phys. Rev. Applied 22, 014035 (2024)
We model and experimentally demonstrate the full time-dependent counting statistics of photons emitted by a single nitrogen-vacancy (NV) center in diamond under non-resonant laser excitation and resonant microwave control. A generalization of the qua
Externí odkaz:
http://arxiv.org/abs/2307.02854
We study the problem of discovering joinable datasets at scale. We approach the problem from a learning perspective relying on profiles. These are succinct representations that capture the underlying characteristics of the schemata and data values of
Externí odkaz:
http://arxiv.org/abs/2305.19629
Publikováno v:
AIMS Mathematics, Vol 9, Iss 9, Pp 24247-24270 (2024)
A fundamental assumption in addressing real-world problems is acknowledging the presence of uncertainty and dynamism. Dismissing these factors can lead to the formulation of an optimal solution for an entirely different problem. This paper presents a
Externí odkaz:
https://doaj.org/article/826feae39f8d42129b8ac05f32fc529f
Publikováno v:
European Transport Research Review, Vol 16, Iss 1, Pp 1-22 (2024)
Abstract The COVID-19 pandemic accelerated the shift towards online shopping, reshaping consumer habits and intensifying the impact on urban freight distribution. This disruption exacerbated traffic congestion and parking shortages in cities, undersc
Externí odkaz:
https://doaj.org/article/6fd7908a511e4a2e8edf06ba0a506f37