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dc.contributor | García Vidal, Jorge |
dc.contributor | Barceló Ordinas, José María |
dc.contributor.author | Bhihe, Cedric K. |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors |
dc.date.accessioned | 2019-04-12T09:23:21Z |
dc.date.available | 2019-04-12T09:23:21Z |
dc.date.issued | 2019-01-30 |
dc.identifier.uri | http://hdl.handle.net/2117/131724 |
dc.description.abstract | Dense smart cities are complex environments, characterized by a heterogeneous set of co-varying signals, which constitute urban semantics. We conduct a multivariate analysis to visualize hidden data structure, and propose a research thrust in non-linear dimensional reduction learning technique. |
dc.language.iso | eng |
dc.publisher | Universitat Politècnica de Catalunya |
dc.subject | Àrees temàtiques de la UPC::Informàtica |
dc.subject.lcsh | Electronic data processing -- Distributed processing |
dc.subject.lcsh | Three-dimensional display systems |
dc.subject.other | MVA |
dc.subject.other | statistical learning |
dc.subject.other | ETL |
dc.subject.other | PCA |
dc.subject.other | CA |
dc.subject.other | varimax |
dc.subject.other | MCA |
dc.subject.other | hierarchical clustering |
dc.subject.other | HC |
dc.subject.other | k-means |
dc.subject.other | non-linear |
dc.subject.other | dimensional reduction |
dc.subject.other | NLDR |
dc.subject.other | manifold learning |
dc.subject.other | embedding |
dc.subject.other | visualization |
dc.subject.other | urban data |
dc.subject.other | New York City |
dc.subject.other | NYPD |
dc.title | Multivariate statistical analysis of urban environments applied to New York City |
dc.title.alternative | Contextual analysis of urban semantics |
dc.type | Master thesis |
dc.subject.lemac | Processament distribuït de dades |
dc.subject.lemac | Visualització tridimensional (Informàtica) |
dc.identifier.slug | 138674 |
dc.rights.access | Open Access |
dc.date.updated | 2019-02-01T11:13:55Z |
dc.audience.educationlevel | Màster |
dc.audience.mediator | Facultat d'Informàtica de Barcelona |
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