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PRobabilistic PRedictIon for Smart Mobility under stress scenarios

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Multi-output Gaussian processes for crowdsourced traffic data imputation

Author(s): F Rodrigues, K Henrickson, FC Pereira
Published in: IEEE Transactions on Intelligent Transportation Systems, 2018, Page(s) 1-10, ISSN 1524-9050
Publisher: Institute of Electrical and Electronics Engineers

Heteroscedastic Gaussian processes for uncertainty modeling in large-scale crowdsourced traffic data

Author(s): Filipe Rodrigues, Francisco C. Pereira
Published in: Transportation Research Part C: Emerging Technologies, Issue 95, 2018, Page(s) 636-651, ISSN 0968-090X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2018.08.007

Combining time-series and textual data for taxi demand prediction in event areas: A deep learning approach

Author(s): Filipe Rodrigues, Ioulia Markou, Francisco C. Pereira
Published in: Information Fusion, Issue 49, 2019, Page(s) 120-129, ISSN 1566-2535
Publisher: Elsevier BV
DOI: 10.1016/j.inffus.2018.07.007

Deep Learning from Crowds

Author(s): Rodrigues, F., & Pereira, F. C.
Published in: The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), 2018, Page(s) 1611-1818
Publisher: AAAI

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