Browsing by Subject "Data analysis"
Now showing items 1-20 of 45
-
A new machine learning approach to support asset management in water distribution networks
(Universitat Politècnica de Catalunya, 2022-01-31)
Master thesis
Open AccessOne of the main causes of the widespread problem of freshwater scarcity lies in unfruitful maintenance of distribution infrastructure, leading to failures with consequent waste of precious resources. It is estimated that ... -
A software reference architecture for semantic-aware big data systems
(2016-06-13)
Article
Open AccessContext: Big Data systems are a class of software systems that ingest, store, process and serve massive amounts of heterogeneous data, from multiple sources. Despite their undisputed impact in current society, their ... -
A study on feature selection based on AICc and its application to microarray data
(Universitat Politècnica de Catalunya, 2009-06)
Master thesis (pre-Bologna period)
Open AccessThe following paper contains a report of the nal project written at the Faculty of Informatics (Facultat d'Inform atica de Barcelona) on Techni- cal University of Catalonia (Universitat Polit ecnica de Catalunya) ... -
Advanced analytics solution for promotional efficiency problem
(Universitat Politècnica de Catalunya, 2020-07)
Master thesis
Restricted access - confidentiality agreement -
Analysis of GPS tracking data for traffic modelling parameters estimation
(Universitat Politècnica de Catalunya, 2021-06-22)
Bachelor thesis
Restricted access - confidentiality agreement -
Anàlisi pedagògic de les possibilitats de l'aplicació de la tecnologia Business Intelligence a l'entorn virtuals d'aprenentatge Moodle
(Universitat Politècnica de Catalunya, 2018-06-11)
Master thesis
Open AccessEl present document es tracta de la memòria del Treball Final de Màster dels estudis de Màster en Formació al Professorat de Tecnologia a la Facultat d'Informàtica de Barcelona (FIB) de la Universitat Politècnica de Catalunya ... -
Aplicatiu web per a la predicció del rendiment acadèmic a la fase inicial mitjançant l’anàlisi de dades
(Universitat Politècnica de Catalunya, 2021-11-01)
Bachelor thesis
Open AccessEn aquest treball de fi de grau es detalla el procés seguit per a la creació d’un aplicatiu web pensat per a estudiants novells de l’ETSEIB (Escola Tècnica Superior d’Enginyeria Industrial de Barcelona), mitjançant el qual ... -
Article search engine
(Universitat Politècnica de Catalunya, 2022-01-26)
Bachelor thesis
Restricted access - author's decision -
CIGO! Mobility management platform for growing efficient and balanced smart city ecosystem
(Institute of Electrical and Electronics Engineers (IEEE), 2016)
Conference report
Restricted access - publisher's policyThe massive amount of tourists, citizens and traffic in big cities usually collapse busy areas causing transport inefficiency, unbalanced economic growth, crime, and nuisance among citizens and visitors. Therefore, the ... -
Control mediante tecnología IOT “low power” de variables relacionadas con un proceso industrial
(Universitat Politècnica de Catalunya, 2019-10-30)
Bachelor thesis
Open AccessLa revolución 4.0 ha llegado y con ella están apareciendo gran cantidad de posibles aplicaciones de proyectos de IOT. La necesidad de controlar mediante sensores los procesos productivos conlleva la aparición de un gran ... -
Data analytics architectural framework for smarter radio resource management in 5G radio access networks
(2020-05)
Article
Open AccessAlong with supporting new business opportunities, data analytics –understood as the pursuit of extracting meaning from raw data– will be key to getting 5G Radio Access Networks (RANs) efficiently rolled out and operated. ... -
Data validation methodology and network performance computation of upstream water network of Terrassa
(OmniaScience, 2021-03)
Conference report
Open Access -
Data-based models for the prediction of dam behaviour: a review and some methodological considerations
(2017-01)
Article
Open AccessPredictive models are an important element in dam safety analysis. They provide an estimate of the dam response faced with a given load combination, which can be compared with the actual measurements to draw conclusions ... -
Desarrollo de herramientas de análisis de datos de precios mediante técnicas estadísticas. Aplicación al análisis competitivo de precios de un fabricante de impresoras.
(Universitat Politècnica de Catalunya, 2020-07-31)
Master thesis
Open AccessEl análisis de datos del negocio es una actividad clave que en HP se realiza en diversos equipos a través de la organización. Los Street Prices, es decir, el precio que pagan los consumidores finales por un producto es un ... -
Desenvolupament de models sobre indicadors del context Learning Analytics
(Universitat Politècnica de Catalunya, 2019-10-16)
Bachelor thesis
Restricted access - confidentiality agreementDins el camp del Data Science, Learning Analytics tracta d'entendre i optimitzar l'aprenentatge i l'entorn on aquest ocorre a partir de la recol·lecció i anàlisi de dades massives. En aquest context es desenvolupa el ... -
Development of a data analysis application for improved code sustainability
(Universitat Politècnica de Catalunya, 2020-06-24)
Bachelor thesis
Restricted access - confidentiality agreement -
Digital Twins II
(Universitat Politècnica de Catalunya, 2021-06-07)
Bachelor thesis
Open AccessDigital Twins have been around since the early 2000s, but it has only been until now that they started to be affordable thanks to the Internet of Things. In the realm of smart cities, a Digital Twin is a virtual model of ... -
Diluting the Scalability Boundaries: Exploring the Use of Disaggregated Architectures for High-Level Network Data Analysis
(IEEE, 2018-02-15)
Conference lecture
Open AccessTraditional data centers are designed with a rigid architecture of fit-for-purpose servers that provision resources beyond the average workload in order to deal with occasional peaks of data. Heterogeneous data centers are ... -
Emergence of spike correlations in periodically forced excitable systems
(2016-09-27)
Article
Open Access -
Extracting relevant physical parameters with ß-variational autoencoders
(Universitat Politècnica de Catalunya, 2020-09-09)
Master thesis
Open AccessDuring the last years, machine learning techniques have been applied todiscover properties of physical systems. However, these algorithms are black boxesand there is a need for tools to interpret them. ...
