Zobrazeno 1 - 10
of 2 365
pro vyhledávání: '"Bertossi A. A."'
Autor:
Cifuentes, Santiago, Bertossi, Leopoldo, Pardal, Nina, Abriola, Sergio, Martinez, Maria Vanina, Romero, Miguel
Attribution scores reflect how important the feature values in an input entity are for the output of a machine learning model. One of the most popular attribution scores is the SHAP score, which is an instantiation of the general Shapley value used i
Externí odkaz:
http://arxiv.org/abs/2401.12731
Publikováno v:
SIGMOD Rec. 52(2): 6-17 (2023)
Attribution scores can be applied in data management to quantify the contribution of individual items to conclusions from the data, as part of the explanation of what led to these conclusions. In Artificial Intelligence, Machine Learning, and Data Ma
Externí odkaz:
http://arxiv.org/abs/2401.06234
Publikováno v:
British Food Journal, 2024, Vol. 126, Issue 13, pp. 609-624.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/BFJ-03-2024-0306
Autor:
Bertossi, Leopoldo
We describe recent research on the use of actual causality in the definition of responsibility scores as explanations for query answers in databases, and for outcomes from classification models in machine learning. In the case of databases, useful co
Externí odkaz:
http://arxiv.org/abs/2308.00184
Autor:
Bertossi, Leopoldo
We describe some recent approaches to score-based explanations for query answers in databases. The focus is on work done by the author and collaborators. Special emphasis is placed on the use of counterfactual reasoning for score specification and co
Externí odkaz:
http://arxiv.org/abs/2306.09374
Autor:
Bertossi, Leopoldo, Leon, Jorge E.
The use of Shap scores has become widespread in Explainable AI. However, their computation is in general intractable, in particular when done with a black-box classifier, such as neural network. Recent research has unveiled classes of open-box Boolea
Externí odkaz:
http://arxiv.org/abs/2303.06516
Autor:
Bertossi, Leopoldo
In this expository article we highlight the relevance of explanations for artificial intelligence, in general, and for the newer developments in {\em explainable AI}, referring to origins and connections of and among different approaches. We describe
Externí odkaz:
http://arxiv.org/abs/2303.02829
Autor:
Federica Fiori, Alberto Bertossi, Stefania Troiano, Maria Parpinel, Francesco Marangon, Nicoletta Pellegrini
Publikováno v:
Journal of Functional Foods, Vol 123, Iss , Pp 106587- (2024)
The agrifood system needs to be redirected towards a path of sustainable development in which tradition regains its rightful place and importance. True Cost Accounting (TCA) can support this transition by translating environmental impacts into moneta
Externí odkaz:
https://doaj.org/article/d4bcf06035954759a89af9f7332030e4
Autor:
Amir Moradi, MD, Jose Raul Montes, MD, Shannon Humphrey, MD, Lisa D. Grunebaum, MD, Dario Bertossi, MD, Elena Dimitrijevic, PhD, Sara Sangha, PhD
Publikováno v:
Plastic and Reconstructive Surgery, Global Open, Vol 12, Iss 10, p e6219 (2024)
Background:. Facial proportions and contours influence perceptions of beauty and youthfulness. In particular, the shape and definition of the midface and lower face impact the overall appearance of the face. Methods:. This review provides anatomical
Externí odkaz:
https://doaj.org/article/0dd72163dc044e3c8d9276bfe4db8489
Autor:
Alberto Bertossi
Publikováno v:
Agricultural and Food Economics, Vol 12, Iss 1, Pp 1-21 (2024)
Abstract This paper reviews the literature on sustainability in the food vending industry to understand whether: (1) the topic of sustainable development is addressed at the academic level when it comes to the sector; (2) whether or not the industry
Externí odkaz:
https://doaj.org/article/30f4b05140f942e183a80dc99025dca6