Zobrazeno 1 - 10
of 13 691
pro vyhledávání: '"Peroni IS"'
Decision Trees have remained a popular machine learning method for tabular datasets, mainly due to their interpretability. However, they lack the expressiveness needed to handle highly nonlinear or unstructured datasets. Motivated by recent advances
Externí odkaz:
http://arxiv.org/abs/2410.21595
Publikováno v:
Scientometrics (2024)
This article presents the OpenCitations Index, a collection of open citation data maintained by OpenCitations, an independent, not-for-profit infrastructure organisation for open scholarship dedicated to publishing open bibliographic and citation dat
Externí odkaz:
http://arxiv.org/abs/2408.02321
Autor:
Paolini, Lorenzo, Vahdati, Sahar, Di Iorio, Angelo, Wardenga, Robert, Heibi, Ivan, Peroni, Silvio
Identifying the reason for which an author cites another work is essential to understand the nature of scientific contributions and to assess their impact. Citations are one of the pillars of scholarly communication and most metrics employed to analy
Externí odkaz:
http://arxiv.org/abs/2407.13329
Autor:
Barzaghi, Sebastian, Bordignon, Alice, Gualandi, Bianca, Heibi, Ivan, Massari, Arcangelo, Moretti, Arianna, Peroni, Silvio, Renda, Giulia
In this article we analyse 3D models of cultural heritage with the aim of answering three main questions: what processes can be put in place to create a FAIR-by-design digital twin of a temporary exhibition? What are the main challenges in applying F
Externí odkaz:
http://arxiv.org/abs/2407.02018
Autor:
Bertsimas, Dimitris, Peroni, Matthew
As a multitude of capable machine learning (ML) models become widely available in forms such as open-source software and public APIs, central questions remain regarding their use in real-world applications, especially in high-stakes decision-making.
Externí odkaz:
http://arxiv.org/abs/2405.20486
The acquisition of physical artifacts not only involves transferring existing information into the digital ecosystem but also generates information as a process itself, underscoring the importance of meticulous management of FAIR data and metadata. I
Externí odkaz:
http://arxiv.org/abs/2405.02113
As a result of the proliferation of 3D digitisation in the context of cultural heritage projects, digital assets and digitisation processes - being considered as proper research objects - must prioritise adherence to FAIR principles. Existing standar
Externí odkaz:
http://arxiv.org/abs/2404.12069
An End-to-End Pipeline Perspective on Video Streaming in Best-Effort Networks: A Survey and Tutorial
Autor:
Peroni, Leonardo, Gorinsky, Sergey
Remaining a dominant force in Internet traffic, video streaming captivates end users, service providers, and researchers. This paper takes a pragmatic approach to reviewing recent advances in the field by focusing on the prevalent streaming paradigm
Externí odkaz:
http://arxiv.org/abs/2403.05192
Publikováno v:
Di Silvestro, A.; Spampinato, D. (eds.) (2024) Proceedings del XIII Convegno Annuale AIUCD2024. ISBN 978-88-942535-8-0. In: Quaderni di Umanistica Digitale
One of the main goals of Open Science is to make research more reproducible. There is no consensus, however, on what exactly "reproducibility" is, as opposed for example to "replicability", and how it applies to different research fields. After a sho
Externí odkaz:
http://arxiv.org/abs/2402.12000
Autor:
Massari, Arcangelo, Peroni, Silvio
HERITRACE is a semantic data management system tailored for the GLAM sector. It is engineered to streamline data curation for non-technical users while also offering an efficient administrative interface for technical staff. The paper compares HERITR
Externí odkaz:
http://arxiv.org/abs/2402.00477