Zobrazeno 1 - 10
of 28
pro vyhledávání: '"Bruno G. Galuzzi"'
Publikováno v:
BMC Bioinformatics, Vol 23, Iss S6, Pp 1-21 (2022)
Abstract Background Sophisticated methods to properly pre-process and analyze the increasing collection of single-cell RNA sequencing (scRNA-seq) data are increasingly being developed. On the contrary, the best practices to integrate these data into
Externí odkaz:
https://doaj.org/article/3bf6cb80b3cf4e58b8018a78c71bee0b
Autor:
Bruno G. Galuzzi, Chiara Damiani
Publikováno v:
Communications in Computer and Information Science ISBN: 9783031311826
Flux Variability Analysis (FVA) is an important method to analyze the range of fluxes of a metabolic network. FVA consists in performing a large number of independent optimization problems, to obtain the maximum and minimum flux through each reaction
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::94f35d3303fbad45d2ca779c75ac79a8
https://hdl.handle.net/10281/417040
https://hdl.handle.net/10281/417040
Publikováno v:
Machine Learning, Optimization, and Data Science ISBN: 9783031258909
Random sampling of the feasible region defined by knowledge-based and data-driven constraints is being increasingly employed for the analysis of metabolic networks. The aim is to identify a set of reactions that are used at a significantly different
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7b57ba00f4d3c28ff744a4fa01260af8
https://doi.org/10.1007/978-3-031-25891-6_18
https://doi.org/10.1007/978-3-031-25891-6_18
Publikováno v:
Computational Management Science. 17:495-515
Recommender systems represent one of the most successful applications of machine learning in B2C online services, to help the users in their choices in many web services. Recommender system aims to predict the user preferences from a huge amount of d
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e2303815b45521a61ee003626d09fac4
https://doi.org/10.1007/s10287-020-00376-3
https://doi.org/10.1007/s10287-020-00376-3
Publikováno v:
Black Box Optimization, Machine Learning, and No-Free Lunch Theorems ISBN: 9783030665142
This chapter looks at the issue of black-box constrained optimization where both the objective function and the constraints are unknown and can only be observed pointwise. Both deterministic and probabilistic surrogate models are considered: the latt
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7e92f85dcbd33292ac86d0732f5eb864
https://doi.org/10.1007/978-3-030-66515-9_1
https://doi.org/10.1007/978-3-030-66515-9_1
Publikováno v:
EACL (System Demonstrations)
In this paper, we present OCTIS, a framework for training, analyzing, and comparing Topic Models, whose optimal hyper-parameters are estimated using a Bayesian Optimization approach. The proposed solution integrates several state-of-the-art topic mod
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::85bd9e22d7b168467491d06218c2dca8
https://doi.org/10.18653/v1/2021.eacl-demos.31
https://doi.org/10.18653/v1/2021.eacl-demos.31
Autor:
Enza Messina, Olivia Realdon, Bruno G. Galuzzi, Petar Aleksandrov Mavrodiev, Mauro Maria Baldi, Fabrizia Mantovani
Publikováno v:
ICDH
Telerehabilitation is a growing area of research and clinical practice which attempts to mitigate some of the major problems in chronic disease rehabilitation programs: short-staffed clinical care teams, great demand for complex face-to-face treatmen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c8c53fc139c5c268d151c81c04279a1f
http://hdl.handle.net/10281/337478
http://hdl.handle.net/10281/337478
Publikováno v:
Earth-Science Reviews. 228:103993
Seismic coupling helps define how large the earthquake potential of a region is, as well as the presence of asperities along plate zones. This work seeks to provide an improved picture of the seismic coupling for the Aegean-Anatolian region by taking
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1c7c4a4698728c4d920f58554f5f9552
https://doi.org/10.1016/j.earscirev.2022.103993
https://doi.org/10.1016/j.earscirev.2022.103993
Autor:
Giovanni Sala, Bruno G. Galuzzi
The Home Cage Social Interaction (HCSI) test is a standard tool for assessing locomotor activity and social behaviour in numerous mouse models of psychiatric disorders. Data obtained from this test are commonly analysed with linear modelling. However
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3efcd5e4606e9dae958cd9bb07b7f7fa
https://doi.org/10.31234/osf.io/kgpnz
https://doi.org/10.31234/osf.io/kgpnz
Geodetic and seismic moment-rates comparison provides significant insights into the seismic hazard of regions subjected to relevant crustal deformation. We performed such a comparison for the Aegean-Anatolian region, marking the collision zone betwee
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d42ed6baffd796aa0e2ecf1eaa60cf8d
https://doi.org/10.5194/egusphere-egu2020-19127
https://doi.org/10.5194/egusphere-egu2020-19127