Browsing by Subject "Data analysis"
Now showing items 1-20 of 34
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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 -
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 ... -
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-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 -
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 -
Fraud detection in energy consumption: a supervised approach
(Institute of Electrical and Electronics Engineers (IEEE), 2016)
Conference lecture
Open AccessData from utility meters (gas, electricity, water) is a rich source of information for distribution companies, beyond billing. In this paper we present a supervised technique, which primarily but not only feeds on meter ... -
Hunting for open clusters in Gaia DR2: 582 new open clusters in the galactic disc
(EDP Sciences, 2020-03-04)
Article
Open AccessContext. Open clusters are key targets for studies of Galaxy structure and evolution, and stellar physics. Since the Gaia data release 2 (DR2), the discovery of undetected clusters has shown that previous surveys were ... -
Interactive graph based timeseries analysis in the Jupiter Notebook
(Universitat Politècnica de Catalunya, 2016-10-24)
Bachelor thesis
Open Access -
Machine Learning applied to error prediction in the execution of software components
(Universitat Politècnica de Catalunya, 2020-06)
Bachelor thesis
Restricted access - confidentiality agreement -
Machine learning in human cancer research
(Nova Science Publishers, 2007)
Part of book or chapter of book
Restricted access - publisher's policyEvidence-based medicine has grown in stature over three decades and is now regarded a key development of modern medicine. The evidence base can be heterogeneous, involving both qualitative knowledge and measured quantitative ... -
Parallelizing general histogram application for CUDA architectures
(IEEE Computational Intelligence Society, 2013)
Conference report
Restricted access - publisher's policyHistogramming is a tool commonly used in data analysis. Although its serial version is simple to implement, providing an efficient and scalable way to parallelize it can be challenging. This especially holds in case of ... -
Pipeline design to identify key features and perform classification on response/predisposition large-scale genetic data
(Universitat Politècnica de Catalunya, 2017-04)
Master thesis
Open AccessWe propose a state-of-the-art, scalable and flexible alternative to the classical GWAS approach, based on machine learning techniques, to analyze large-scale data and discover epistatic and non-epistatic polygenic variants ...
