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Book ; Online: Search for binary black hole mergers in the third observing run of Advanced LIGO-Virgo using coherent WaveBurst enhanced with machine learning

Mishra, T. / O'Brien, B. / Szczepanczyk, M. / Vedovato, G. / Bhaumik, S. / Gayathri, V. / Prodi, G. / Salemi, F. / Milotti, E. / Bartos, I. / Klimenko, S.

2022

Abstract: In this work, we use the coherent WaveBurst (cWB) pipeline enhanced with machine learning (ML) to search for binary black hole (BBH) mergers in the Advanced LIGO-Virgo strain data from the third observing run (O3). We detect, with equivalent or higher ... ...

Abstract	In this work, we use the coherent WaveBurst (cWB) pipeline enhanced with machine learning (ML) to search for binary black hole (BBH) mergers in the Advanced LIGO-Virgo strain data from the third observing run (O3). We detect, with equivalent or higher significance, all gravitational-wave (GW) events previously reported by the standard cWB search for BBH mergers in the third GW Transient Catalog (GWTC-3). The ML-enhanced cWB search identifies five additional GW candidate events from the catalog that were previously missed by the standard cWB search. Moreover, we identify three marginal candidate events not listed in GWTC-3. For simulated events distributed uniformly in a fiducial volume, we improve the detection efficiency with respect to the standard cWB search by approximately $20\%$ for both stellar-mass and intermediate mass black hole binary mergers, detected with a false-alarm rate less than $1\,\mathrm{yr}^{-1}$. We show the robustness of the ML-enhanced search for detection of generic BBH signals by reporting increased sensitivity to the spin-precessing and eccentric BBH events as compared to the standard cWB search. Furthermore, we compare the improvement of the ML-enhanced cWB search for different detector networks. Comment: 11 pages, 8 figures. arXiv admin note: text overlap with arXiv:2105.04739
Keywords	General Relativity and Quantum Cosmology
Subject code	303
Publishing date	2022-01-05
Publishing country	us
Document type	Book ; Online
Database	BASE - Bielefeld Academic Search Engine (life sciences selection)

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Book: Da "figli di un dio minore" a protagonisti della partecipazione

Vedovato, Giuseppe

storia della FILCA, la federazione delle costruzioni e del legno della CISL ; fondazione Giulio pastore. Storia del lavoro e del sindacato

(Lavoro e sindacato nelle costruzioni)

2008

Institution	Federazione Italiana Lavoratori delle Costruzioni ed Affini Confederazione Italiana Sindacati Lavoratori Federazione Italiana Lavoratori del Legno, Edili ed Affini
Author's details	Giuseppe Vedovato
Series title	Lavoro e sindacato nelle costruzioni
Keywords	Gewerkschaft ; Geschichte ; Italien
Language	Italian
Size	379 S., Ill.
Document type	Book
ISBN	9788846492722 ; 8846492722
Database	ECONomics Information System

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Article: Degree of food processing of household acquisition patterns in a Brazilian urban area is related to food buying preferences and perceived food environment

Vedovato, G.M / Trude, A.C.B / Kharmats, A.Y / Martins, P.A

Appetite. 2015 Apr. 01, v. 87

2015

Abstract: Objective: This cross-sectional study examined the association between local food environment and consumers' acquisition of ultra-processed food. Methods: Households were randomly selected from 36 census tracts in Santos City, Brazil. Mothers, of varying ...

Abstract	Objective: This cross-sectional study examined the association between local food environment and consumers' acquisition of ultra-processed food. Methods: Households were randomly selected from 36 census tracts in Santos City, Brazil. Mothers, of varying economic status, who had children ages 10 or younger (n = 538) were interviewed concerning: their household food acquisition of 31 groups of food and beverages, perceptions of local food environment, food sources destinations, means of transportation used, and socioeconomic status. Food acquisition patterns were classified based on the degree of industrial food processing. Logistic regression models were fitted to assess the association between consumer behaviors and acquisition patterns. Results: The large variety of fresh produce available in supermarkets was significantly related to lower odds of ultra-processed food purchases. After adjusting for sociodemographic characteristics, higher odds for minimally-processed food acquisition were associated with: frequent use of specialized markets to purchase fruits and vegetables (OR 1.89, 95% CI 1.01–2.34), the habit of walking to buy food (OR 1.58, 95% CI 1.08–2.30), and perceived availability of fresh produce in participants' neighborhood (OR 1.58, 95% CI 1.08–2.30). Acquisition of ultra-processed food was positively associated with the use of taxis as principal means of transportation to food sources (OR 2.35, 95% CI 1.08–5.13), and negatively associated with perceived availability of a variety of fruits and vegetables in the neighborhood (OR 0.57, 95% CI 0.37–0.88). Conclusion: The results suggest that interventions aiming to promote acquisition of less processed food in settings similar to Santos, may be most effective if they focus on increasing the number of specialized fresh food markets in local neighborhood areas, improve residents' awareness of these markets' availability, and provide appropriate transportation.
Keywords	beverages ; children ; consumer behavior ; cross-sectional studies ; food groups ; food processing ; food purchasing ; food transport ; fresh produce ; fruits ; households ; minimally processed foods ; mothers ; purchasing ; regression analysis ; sociodemographic characteristics ; socioeconomic status ; supermarkets ; transportation ; urban areas ; vegetables ; walking ; Brazil
Language	English
Dates of publication	2015-0401
Size	p. 296-302.
Publishing place	Elsevier Ltd
Document type	Article
ZDB-ID	764440-1
ISSN	0195-6663
ISSN	0195-6663
DOI	10.1016/j.appet.2014.12.229
Database	NAL-Catalogue (AGRICOLA)

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Article ; Online: Degree of food processing of household acquisition patterns in a Brazilian urban area is related to food buying preferences and perceived food environment.

Vedovato, G M / Trude, A C B / Kharmats, A Y / Martins, P A

Appetite

2015 Volume 87, Page(s) 296–302

Abstract: Objective: This cross-sectional study examined the association between local food environment and consumers' acquisition of ultra-processed food.: Methods: Households were randomly selected from 36 census tracts in Santos City, Brazil. Mothers, of ... ...

Abstract	Objective: This cross-sectional study examined the association between local food environment and consumers' acquisition of ultra-processed food. Methods: Households were randomly selected from 36 census tracts in Santos City, Brazil. Mothers, of varying economic status, who had children ages 10 or younger (n = 538) were interviewed concerning: their household food acquisition of 31 groups of food and beverages, perceptions of local food environment, food sources destinations, means of transportation used, and socioeconomic status. Food acquisition patterns were classified based on the degree of industrial food processing. Logistic regression models were fitted to assess the association between consumer behaviors and acquisition patterns. Results: The large variety of fresh produce available in supermarkets was significantly related to lower odds of ultra-processed food purchases. After adjusting for sociodemographic characteristics, higher odds for minimally-processed food acquisition were associated with: frequent use of specialized markets to purchase fruits and vegetables (OR 1.89, 95% CI 1.01-2.34), the habit of walking to buy food (OR 1.58, 95% CI 1.08-2.30), and perceived availability of fresh produce in participants' neighborhood (OR 1.58, 95% CI 1.08-2.30). Acquisition of ultra-processed food was positively associated with the use of taxis as principal means of transportation to food sources (OR 2.35, 95% CI 1.08-5.13), and negatively associated with perceived availability of a variety of fruits and vegetables in the neighborhood (OR 0.57, 95% CI 0.37-0.88). Conclusion: The results suggest that interventions aiming to promote acquisition of less processed food in settings similar to Santos, may be most effective if they focus on increasing the number of specialized fresh food markets in local neighborhood areas, improve residents' awareness of these markets' availability, and provide appropriate transportation.
MeSH term(s)	Adult ; Brazil ; Choice Behavior ; Cross-Sectional Studies ; Family Characteristics ; Food Handling ; Food Preferences ; Food Supply/economics ; Fruit ; Humans ; Logistic Models ; Perception ; Socioeconomic Factors ; Urban Population ; Vegetables
Language	English
Publishing date	2015-04
Publishing country	England
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ISSN	1095-8304
ISSN (online)	1095-8304
DOI	10.1016/j.appet.2014.12.229
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Book: La Hongrie vers l'Europe: de la vocation à l'intégration

Vedovato, Giuseppe

(Public lecture series; 19)

1998

Author's details	Giuseppe Vedovato
Series title	Public lecture series; 19
Keywords	EU-Mitgliedschaft ; Ungarn
Language	French
Size	48 S
Publishing place	Budapest
Document type	Book
Database	ECONomics Information System

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Book: Per il bene comune europeo ed internazionale

Vedovato, Giuseppe

editoriali commenti saggi memorie 1953 - 1991

(Biblioteca della "Rivista di studi politici internazionali" ; Ser. 3,6)

1993

Author's details	Giuseppe Vedovato
Series title	Biblioteca della "Rivista di studi politici internazionali" ; Ser. 3,6
Language	Italian ; French ; English
Size	XII, 914 S
Publishing place	Firenze
Document type	Book
Note	Beitr. überw. ital., teilw. franz., teilw. engl.
Database	Former special subject collection: coastal and deep sea fishing

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Book ; Online: MLGWSC-1

The first Machine Learning Gravitational-Wave Search Mock Data Challenge

2022

Abstract: We present the results of the first Machine Learning Gravitational-Wave Search Mock Data Challenge (MLGWSC-1). For this challenge, participating groups had to identify gravitational-wave signals from binary black hole mergers of increasing complexity and ...

Abstract	We present the results of the first Machine Learning Gravitational-Wave Search Mock Data Challenge (MLGWSC-1). For this challenge, participating groups had to identify gravitational-wave signals from binary black hole mergers of increasing complexity and duration embedded in progressively more realistic noise. The final of the 4 provided datasets contained real noise from the O3a observing run and signals up to a duration of 20 seconds with the inclusion of precession effects and higher order modes. We present the average sensitivity distance and runtime for the 6 entered algorithms derived from 1 month of test data unknown to the participants prior to submission. Of these, 4 are machine learning algorithms. We find that the best machine learning based algorithms are able to achieve up to 95% of the sensitive distance of matched-filtering based production analyses for simulated Gaussian noise at a false-alarm rate (FAR) of one per month. In contrast, for real noise, the leading machine learning search achieved 70%. For higher FARs the differences in sensitive distance shrink to the point where select machine learning submissions outperform traditional search algorithms at FARs $\geq 200$ per month on some datasets. Our results show that current machine learning search algorithms may already be sensitive enough in limited parameter regions to be useful for some production settings. To improve the state-of-the-art, machine learning algorithms need to reduce the false-alarm rates at which they are capable of detecting signals and extend their validity to regions of parameter space where modeled searches are computationally expensive to run. Based on our findings we compile a list of research areas that we believe are the most important to elevate machine learning searches to an invaluable tool in gravitational-wave signal detection. Comment: 25 pages, 6 figures, 4 tables, additional material available at https://github.com/gwastro/ml-mock-data-challenge-1
Keywords	Astrophysics - Instrumentation and Methods for Astrophysics ; Astrophysics - High Energy Astrophysical Phenomena ; Computer Science - Machine Learning ; General Relativity and Quantum Cosmology
Subject code	006
Publishing date	2022-09-22
Publishing country	us
Document type	Book ; Online
Database	BASE - Bielefeld Academic Search Engine (life sciences selection)

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Article: Social representations of safety in food services

Behrens, J. H. / Vedovato, G. M. / Cervato-Mancuso, A. M. / Bastos, D. H. M.

Food research international

2015 Volume 74, Issue -, Page(s) 324

Language	English
Document type	Article
ZDB-ID	1111695-x
ISSN	0963-9969
Database	Current Contents Nutrition, Environment, Agriculture

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Article ; Online: Search for an Ultralight Scalar Dark Matter Candidate with the AURIGA Detector.

Branca, Antonio / Bonaldi, Michele / Cerdonio, Massimo / Conti, Livia / Falferi, Paolo / Marin, Francesco / Mezzena, Renato / Ortolan, Antonello / Prodi, Giovanni A / Taffarello, Luca / Vedovato, Gabriele / Vinante, Andrea / Vitale, Stefano / Zendri, Jean-Pierre

Physical review letters

2017 Volume 118, Issue 2, Page(s) 21302

Abstract: A search for a new scalar field, called moduli, has been performed using the cryogenic resonant-mass AURIGA detector. Predicted by string theory, moduli may provide a significant contribution to the dark matter (DM) component of our Universe. If this is ... ...

Abstract	A search for a new scalar field, called moduli, has been performed using the cryogenic resonant-mass AURIGA detector. Predicted by string theory, moduli may provide a significant contribution to the dark matter (DM) component of our Universe. If this is the case, the interaction of ordinary matter with the local DM moduli, forming the Galaxy halo, will cause an oscillation of solid bodies with a frequency corresponding to the mass of moduli. In the sensitive band of AURIGA, some 100 Hz at around 1 kHz, the expected signal, with Q=△f/f∼10^{6}, is a narrow peak, △f∼1 mHz. Here the detector strain sensitivity is h_{s}∼2×10^{-21} Hz^{-1/2}, within a factor of 2. These numbers translate to upper limits at 95% C.L. on the moduli coupling to ordinary matter (d_{e}+d_{m_{e}})≲10^{-5} around masses m_{ϕ}=3.6×10^{-12} eV, for the standard DM halo model with ρ_{DM}=0.3 GeV/cm^{3}.
Language	English
Publishing date	2017-01-13
Publishing country	United States
Document type	Journal Article
ZDB-ID	208853-8
ISSN	1079-7114 ; 0031-9007
ISSN (online)	1079-7114
ISSN	0031-9007
DOI	10.1103/PhysRevLett.118.021302
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article: I problemi dell'agricoltura nella strategia internazionale dello sviluppo sociale ed economico

Vedovato, G

Georgofili 1971 (Pub. 1972), 18 (1/4)

1972

Title translation	Agricultural problems in international strategy of social and economic development.
Keywords	rural sociology ; agriculture
Language	Italian
Size	p. 241-256.
Document type	Article
Database	NAL-Catalogue (AGRICOLA)

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