Zobrazeno 1 - 10
of 21 530
pro vyhledávání: '"Clemente P."'
Extracting finite state automata (FSAs) from black-box models offers a powerful approach to gaining interpretable insights into complex model behaviors. To support this pursuit, we present a weighted variant of Angluin's (1987) $\mathbf{L^*}$ algorit
Externí odkaz:
http://arxiv.org/abs/2411.06228
Publikováno v:
IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 1, pp. 190-199, Jan. 2022
A major challenges of deep learning (DL) is the necessity to collect huge amounts of training data. Often, the lack of a sufficiently large dataset discourages the use of DL in certain applications. Typically, acquiring the required amounts of data c
Externí odkaz:
http://arxiv.org/abs/2410.22748
This paper presents a framework to estimate the environmental impact of solar electric vehicles, accounting for the emissions caused by photovoltaic system production as well as vehicle use. We leverage a cradle-to-gate life cycle assessment to estim
Externí odkaz:
http://arxiv.org/abs/2410.09330
Autor:
Smarra, Clemente, Carenza, Pierluca
In the presence of a magnetic field, axions can convert into photons and viceversa. The phenomenology of the conversion is captured by a system of two coupled Klein-Gordon equations, which, assuming that the axion is relativistic, is usually recast i
Externí odkaz:
http://arxiv.org/abs/2410.02662
Autor:
Serafino, Matteo, Clemente, G. Virginio, Flamino, James, Szymanski, Boleslaw K., Lizardo, Omar, Makse, Hernan A.
Since the advent of the internet, communication paradigms have continuously evolved, resulting in a present-day landscape where the dynamics of information dissemination have undergone a complete transformation compared to the past. In this study, we
Externí odkaz:
http://arxiv.org/abs/2409.01225
Autor:
Karimi, Davood, Calixto, Camilo, Snoussi, Haykel, Cortes-Albornoz, Maria Camila, Velasco-Annis, Clemente, Rollins, Caitlin, Jaimes, Camilo, Gholipour, Ali, Warfield, Simon K.
Diffusion-weighted MRI is increasingly used to study the normal and abnormal development of fetal brain in-utero. Recent studies have shown that dMRI can offer invaluable insights into the neurodevelopmental processes in the fetal stage. However, bec
Externí odkaz:
http://arxiv.org/abs/2409.06716
Autor:
Cristian, Rares, Harsha, Pavithra, Ocejo, Clemente, Perakis, Georgia, Quanz, Brian, Spantidakis, Ioannis, Zerhouni, Hamza
Time series forecasting is an important task in many fields ranging from supply chain management to weather forecasting. Recently, Transformer neural network architectures have shown promising results in forecasting on common time series benchmark da
Externí odkaz:
http://arxiv.org/abs/2408.03872
Autor:
Clemente, Lorenzo
We study weighted basic parallel processes (WBPP), a nonlinear recursive generalisation of weighted finite automata inspired from process algebra and Petri net theory. Our main result is an algorithm of 2-EXPSPACE complexity for the WBPP equivalence
Externí odkaz:
http://arxiv.org/abs/2407.03638
White dwarfs are the remnants of stars not massive enough to become supernovae. This review explores the concept of strange dwarfs, a unique class of white dwarfs which contain cores of strange quark matter. Strange dwarfs have different sizes, masse
Externí odkaz:
http://arxiv.org/abs/2406.03137
Autor:
Yan, Linjie, Addabbo, Pia, Fiscante, Nicomino, Clemente, Carmine, Hao, Chengpeng, Giunta, Gaetano, Orlando, Danilo
This paper deals with the problem of clustering data returned by a radar sensor network that monitors a region where multiple moving targets are present. The network is formed by nodes with limited functionalities that transmit the estimates of targe
Externí odkaz:
http://arxiv.org/abs/2405.02643