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Multidimensional scaling for big data
(Springer, 2024-04-13)
Article
Accés obertWe present a set of algorithms implementing multidimensional scaling (MDS) for large data sets. MDS is a family of dimensionality reduction techniques using a n x n distance matrix as input, where n is the number of ... -
Microwave oven application for the preparation and sterilization of microbiological culture media: a feasible method with an adapted water bath and perforable cap
(Multidisciplinary Digital Publishing Institute, 2024-03-11)
Article
Accés obertThere is currently increased interest in the use of alternatives to autoclaved culture media, in order to maintain the properties of the media, while saving energy and time. In this study, we assess a new system for culture ... -
When are they coming? Understanding and forecasting the timeline of arrivals at the FC Barcelona stadium on match days
(2024-03-26)
Article
Accés obertFutbol Club Barcelona operates the largest stadium in Europe (with a seating capacity of almost one hundred thousand people) and manages recurring sports events. These are influenced by multiple conditions (time and day ... -
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 ... -
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 ... -
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 ... -
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 ... -
SurvLIMEpy: a Python package implementing SurvLIME
(2024-03-01)
Article
Accés restringit per política de l'editorialIn this paper we present SurvLIMEpy, an open-source Python package that implements the SurvLIME algorithm. This method allows to compute local feature importance for machine learning algorithms designed for modelling ... -
Design of pastes for direct ink writing of zirconia parts with medical applications
(Scientific.Net, 2023-10-05)
Article
Accés restringit per política de l'editorialDirect ink writing (DIW) is an extrusion additive manufacturing (AM) technique in which inks are extruded through a nozzle and then deposited layer-by-layer. This technology allows 3D printing many different materials such ... -
Ten-year probabilities of death due to cancer and cardiovascular disease among breast cancer patients diagnosed in north-eastern Spain
(2023-01-01)
Article
Accés obertMortality from cardiovascular disease (CVD), second tumours, and other causes is of clinical interest in the long-term follow-up of breast cancer (BC) patients. Using a cohort of BC patients (N = 6758) from the cancer ... -
Conditional poisson regression with random effects for the analysis of multi-site time series studies
(2023-09-12)
Article
Accés obertThe analysis of time series studies linking daily counts of a health indicator with environmental variables (e.g., mortality or hospital admissions with air pollution concentrations or temperature; or motor vehicle crashes ... -
Scalability evaluation of forecasting methods applied to bicycle sharing systems
(Elsevier Ltd, 2023-10)
Article
Accés obertPublic Bicycle Sharing Systems have spread in many cities for the last decade. The need of analysis tools to predict the behavior or estimate balancing needs has fostered a wide set of approaches that consider many variables. ...
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