ADBD - Anàlisi de Dades Complexes per a les Decisions Empresarials
El grup fa recerca i transferència de coneixement en tres àmbits:
a) Estadística industrial, amb aplicacions per millorar la qualitat i la productivitat dels processos industrials, la logística industrial, la predicció, la gestió i millora de la qualitat (Six Sigma) i el disseny emocional dels productes (Kansei Engineering).
b) L'ús de l'anàlisi en entorns empresarials i industrials. Estem treballant en la caracterització dels clients i el “churn” (detecció precoç de l'abandonament) i la fiabilitat i el manteniment preventiu de màquines remotes.
c) L'anàlisi de dades complexes, d'aplicacions espacials i / o temporals discretes i sovint dependents dels mètodes no paramètrics bayesians i d'enginyeria i anàlisi de resultats electorals, demografia, ecologia i anàlisi estadística del estil literari.
d) Millors formes d'ensenyar estadística als estudiants universitaris i també als professionals de l'empresa i la indústria.
El grupo realiza investigación y transferencia de conocimiento en tres ámbitos:
a) Estadística industrial, con aplicaciones para mejorar la calidad y la productividad de los procesos industriales, la logística industrial, la predicción, la gestión y mejora de la calidad (Six Sigma) y el diseño emocional de los productos (Kansei Engineering).
b) El uso del análisis en entornos empresariales e industriales. Estamos trabajando en la caracterización de los clientes y Churn (detección precoz del abandono) y la fiabilidad y el mantenimiento preventivo de máquinas remotas.
c) El análisis de datos complejos, de aplicaciones espaciales y / o temporales discretas ya menudo dependientes de los métodos no paramétricos bayesianos y de ingeniería y análisis de resultados electorales, demografía, ecología y análisis estadístico del estilo literario.
d) Mejores formas de enseñar estadística a los estudiantes universitarios y también a los profesionales de la empresa y la industria.
The group does research and knowledge transfer in three areas:
a) Industrial Statistics, with applications to improve the quality and productivity of industrial processes, industrial logistics, forecasting, quality management and improvement (Six Sigma) and the emotional design of products (Kansei Engineering).
b) The use of analytics in business and industrial environments. We are working on customer characterization and Churn (early detection of abandonment) and reliability and preventive maintenance of remote machines.
c) The analysis of complex data, discrete and often dependent spatial and / or temporal applications of Bayesian nonparametric methods and engineering and analysis of election results, demographics, ecology, and the statistical analysis of literary style.
d) Better ways to teach statistics to university students and also to business and industry professionals.
The group does research and knowledge transfer in three areas:
a) Industrial Statistics, with applications to improve the quality and productivity of industrial processes, industrial logistics, forecasting, quality management and improvement (Six Sigma) and the emotional design of products (Kansei Engineering).
b) The use of analytics in business and industrial environments. We are working on customer characterization and Churn (early detection of abandonment) and reliability and preventive maintenance of remote machines.
c) The analysis of complex data, discrete and often dependent spatial and / or temporal applications of Bayesian nonparametric methods and engineering and analysis of election results, demographics, ecology, and the statistical analysis of literary style.
d) Better ways to teach statistics to university students and also to business and industry professionals.
Collections in this community
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Articles de revista [127]
Recent Submissions
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The interannual variability of global burned area is mostly explained by climatic drivers
(American Geophysical Union (AGU), 2024-07-01)
Article
Open AccessBetter understanding how fires respond to climate variability is an issue of current interest in light of ongoing climate change. However, evaluating the global-scale temporal variability of fires in response to climate ... -
Empowering master students to solve real-world engineering problems
(European Society for Engineering Education (SEFI), 2022)
Conference report
Open AccessIn engineering, the importance of multi-disciplinarity and the need to “think outside the box” are obvious. However, subjects in engineering education are often treated in an isolated fashion. The kind of problems solved ... -
The ENBIS-22 quality and reliability engineering international special issue
(2023-12-17)
Article
Open Access -
Effectiveness of one and two doses of acellular pertussis vaccines against laboratory-confirmed pertussis requiring hospitalisation in infants: results of the PERTINENT sentinel surveillance system in six EU/EEA countries, December 2015 – December 2019
(2024-03)
Article
Open AccessBackground Monitoring effectiveness of pertussis vaccines is necessary to adapt vaccination strategies. PERTINENT, Pertussis in Infants European Network, is an active sentinel surveillance system implemented in 35 hospitals ... -
Multidimensional scaling for big data
(Springer, 2024-04-13)
Article
Open AccessWe 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 ... -
Interpreting machine learning models for survival analysis: a study of cutaneous melanoma using the SEER database
(2024-02-25)
Part of book or chapter of book
Restricted access - publisher's policyIn this study, we train and compare three types of machine learning algorithms for Survival Analysis: Random Survival Forest, DeepSurv and DeepHit, using the SEER database to model cutaneous malignant melanoma. Additionally, ... -
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
Open AccessThere 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
(2024-05)
Article
Open AccessFutbol 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
Open AccessIntroduction: 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
Open AccessThe 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
Open AccessWe 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
Open AccessFor 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 ...