Departament d'Estadística i Investigació Operativa
Col·leccions
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Altres [1]
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Articles de revista [712]
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Capítols de llibre [37]
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Llibres [6]
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Presentacions [1]
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Reports de recerca [91]
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Working papers [2]
Enviaments recents
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Effectiveness of influenza vaccination and early antiviral treatment in reducing pneumonia risk in severe influenza cases
(2024-02-07)
Article
Accés obertIntroduction: Influenza vaccination may be effective in preventing influenza infection and may reduce the risk of influenza-associated pneumonia. The study aim was to evaluate the effect of influenza vaccination in preventing ... -
Llibre blanc sobre la intel·ligència artificial aplicada a la ciberseguretat
(Centre of Innovation for Data Tech and Artificial Intelligence (CIDAI), 2023)
Llibre
Accés obertEls darrers anys els avanços a la ciència de la Intel·ligència Artificial han estat remarcables, tenint gran impacte en diferents sectors industrials i socials. Existeixen en la actualitat una gran quantitat d’exemples que ... -
Comments on: shape-based functional data analysis
(Springer, 2023-12-11)
Article
Accés obertThe paper under discussion proposes a non-standard way to approach functional data analysis based on the concept of shape-of-a-function. I congratulate the authors for such a stimulating piece of work. Among the most ... -
Survival analysis with censored data: a further twist on ignorability conditions
(Taylor & Francis Group, 2024-02-04)
Article
Accés obertA key assumption for the application of methods concerning censored data is that the random nature of the censoring mechanism should be ignorable when making likelihood-based inferences. The constant-sum property is an ... -
Burnout in residents during the first wave of the COVID-19 pandemic: a systematic review and meta-analysis
(Frontiers Media SA, 2024-01-24)
Article
Accés obertThe high prevalence of burnout in resident physicians is expected to have increased as a result of the expansion of the pandemic. We conducted a systematic review with a meta-analysis of studies conducted during the first ... -
Identifying and classifying aberrant response patterns through functional data analysis
(2020-12-01)
Article
Accés obertWe propose new methods for identifying and classifying aberrant response patterns (ARPs) by means of functional data analysis. These methods take the person response function (PRF) of an individual and compare it with the ... -
Mixture-based clustering with covariates for ordinal responses
(2023)
Text en actes de congrés
Accés restringit per política de l'editorialExisting methods can perform likelihood-based clustering on a multivariate data matrix of ordinal responses, using finite mixtures to cluster the rows and columns of the matrix. Those models can incorporate the main effects ... -
Kansei for the digital era
(2023-11-28)
Article
Accés obertFor over 40 years, Kansei-based research and development have been conducted in Japan and other East Asian countries and these decades of research have influenced Kansei interpretation. New methods and applications, including ... -
Gut microbiome signatures linked to HIV-1 reservoir size and viremia control
(2022-04-11)
Article
Accés obertBackground The potential role of the gut microbiome as a predictor of immune-mediated HIV-1 control in the absence of antiretroviral therapy (ART) is still unknown. In the BCN02 clinical trial, which combined the MVA.HIVconsv ... -
Heterogeneity of treatment response to beta-blockers in the treatment of portal hypertension: a systematic review
(2024-02)
Article
Accés obertBackground: It has been suggested that a relevant proportion of patients do not respond to nonselective beta-blockers (NSBB)s, which raises questions regarding the need for individualized therapy. The existence of potential ... -
One-dimensional mixture-based clustering for ordinal responses
(2023)
Text en actes de congrés
Accés restringit per política de l'editorialExisting methods can perform likelihood-based clustering on a multivariate data matrix of ordinal responses, using finite mixtures to cluster the rows and columns of the matrix. Those models can incorporate the main effects ... -
An efficient greedy heuristic for the real-time train platforming problem
(Elsevier, 2024-04-01)
Article
Accés obertThis paper focuses on a special class of real-time railway traffic management problem: efficiently reallocating trains to platforms at stations in case of slight schedule changes or major disruptions. The need for a real-time ...