A Quick View on Current Techniques and Machine Learning Algorithms for Big Data Analytics

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dc.contributor	Universitat Politècnica de Catalunya. CAP - Grup de Computació d'Altes Prestacions
dc.contributor.author	Berral García, Josep Lluís
dc.date	2016
dc.identifier.citation	Berral, J. A Quick View on Current Techniques and Machine Learning Algorithms for Big Data Analytics. A: International Conference on Transparent Optical Networks. "Proceedings of the 18th International Conference on Transparent Optical Networks (ICTON)". Trento: Institute of Electrical and Electronics Engineers (IEEE), 2016, p. 1-4.
dc.identifier.citation	978-1-5090-1467-5
dc.identifier.citation	10.1109/ICTON.2016.7550517
dc.identifier.uri	http://hdl.handle.net/2117/103740
dc.language.iso	eng
dc.publisher	Institute of Electrical and Electronics Engineers (IEEE)
dc.relation	http://ieeexplore.ieee.org.recursos.biblioteca.upc.edu/stamp/stamp.jsp?arnumber=7550517
dc.relation	info:eu-repo/grantAgreement/EC/H2020/639595/EU/Holistic Integration of Emerging Supercomputing Technologies/Hi-EST
dc.rights	info:eu-repo/semantics/openAccess
dc.subject	Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Aprenentatge automàtic
dc.subject	Machine learning
dc.subject	Big data
dc.subject	Big Data
dc.subject	Analytics
dc.subject	Machine Learning
dc.subject	Knowledge discovery
dc.subject	Frameworks
dc.subject	Aprenentatge automàtic
dc.subject	Macrodades
dc.title	A Quick View on Current Techniques and Machine Learning Algorithms for Big Data Analytics
dc.type	info:eu-repo/semantics/submittedVersion
dc.type	info:eu-repo/semantics/conferenceObject
dc.description.abstract	Big-data is an excellent source of knowledge and information from our systems and clients, but dealing with such amount of data requires automation, and this brings us to data mining and machine leaming techniques. In the ICT sector, as in many other sectors of research and industry, platforms and tools are being served and developed in order to help professionals to treat their data and leam from it automatically ; most of those platforms coming from big companies like Google or Microsoft , or from incubators at the Apache Foundation. This brief review explains the basics of machine learning with sorne ICT examples, and enurnerates sorne (but not all) of the most used tools for analyzing and modelling big-data.
dc.description.abstract	Peer Reviewed

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