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020 _a9789811609350
024 7 _a10.1007/978-981-16-0935-0
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aTD154.4
_b2021 EB
245 1 0 _aMachine Learning Approaches for Urban Computing
_cedited by Mainak Bandyopadhyay, Minakhi Rout, Suresh Chandra Satapathy.
250 _aFirst edition 2021
264 1 _aSingapore
_bSpringer International Pulishing
_c2021
300 _a1 recurso en línea (XI, 208 páginas)
_b147 ilustraciones, 107 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _aarchivo de texto
_bPDF
490 0 _aStudies in Computational Intelligence
_x1860-9503
_v968
490 0 _aIntelligent Technologies and Robotics (SpringerNature-42732)
490 0 _aIntelligent Technologies and Robotics (R0) (SpringerNature-43728)
505 0 _aUrbanization: Pattern, Effects and Modelling -- Extraction of Information from Hyperspectral Imaging using Deep Learning -- Vehicle Detection and count in the captured Stream Video using Machine Learning -- Dimensionality Reduction and Classification in Hyperspectral Images using Deep Learning -- Machine learning and deep learning algorithms in the diagnosis of chronic diseases -- Security Enhancement of Contact less Tachometer Based Cyber Physical System -- Optimization of Loss Function on Human Faces Using Generative Adversarial Networks.
520 3 _aThis book discusses various machine learning applications and models, developed using heterogeneous data, which helps in a comprehensive prediction, optimization, association analysis, cluster analysis and classification-related applications for various activities in urban area. It details multiple types of data generating from urban activities and suitability of various machine learning algorithms for handling urban data. The book is helpful for researchers, academicians, faculties, scientists and geospatial industry professionals for their research work and sets new ideas in the field of urban computing.
988 _aSpringer_Robotics_2021
650 7 _2embne
_9166090
_aAprendizaje automático
700 1 _aBandyopadhyay, Mainak,
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9682072
_d1989-
700 1 _aRout, Minakhi
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9682073
700 _aSatapathy, Suresh Chandra.
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_998975
776 0 8 _iPrinted edition:
_z9789811609343
776 0 8 _iPrinted edition:
_z9789811609367
776 0 8 _iPrinted edition:
_z9789811609374
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-16-0935-0
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE