Centro ALGORITMI

Skip to content
  • News
  • social
  • Identity
  • RSS
  • About Us
  • People
    • Current Members
    • Former Members
    • Core CV´s
    • Leadership
    • Staff
  • Research Teams
  • Projects
    • Completed Projects
    • Ongoing Projects
  • Publications
  • Education
    • PhD programs
  • Thematic Lines
    • Innovative Industries & Organizations
    • Smart Cities and People
  • Resources
    • News
  • Contacts
Home / Members / Nuno Miguel da Rocha Oliveira
Profile picture for Nuno Miguel da Rocha Oliveira

Nuno Miguel da Rocha Oliveira

Nuno Miguel da Rocha Oliveira
  • From 2015 to 2017

  • At ALGORITMI

    • Research Collaborator: PhD Student (Aluno de Doutoramento)
    • Member of the IST R&D Line
    • Member of the IDS R&D Group
  • Academic Degree

    MSc (Mestrado)

  • Current Position

    Other (Outro) at Escola de Engenharia da Universidade do Minho

  • Personal E-mail

     id3806@alunos.uminho.pt

  • ORCID

     0000-0003-1773-3684

  • Researcher ID

     N-7365-2015

  • FCT Public Key

     J57919721qm3

  • DeGóis

     7462385566469252

  • Supervisor

    Paulo Alexandre Ribeiro Cortez 

  • Read More

    Nuno Oliveira is a Data Scientist at CEiiA in Portugal. His main activities are related to the utilization of Machine Learning models for mobility services (e.g., creation of decision support systems for relocation operations, trip planning, churn prediction, user clustering, recommendation systems).Nuno Oliveira finished his PhD in Information Systems and

    Technologies in 2017. The PhD thesis "Mining Social Media Sentiment to Forecast Stock Market Behavior" analyzes the predictive value of sentiment and attention indicators extracted from social media data for various stock market variables (e.g., returns, volatility, trading volume) of different types of stocks (e.g., indexes, portfolios, aggregate market) by applying a robust methodology (e.g., large datasets, different sentiment sources (e.g., Twitter, StockTwits, surveys), diverse Machine Learning methods, statistical test of predictive accuracy). The most relevant experiments executed during this PhD were published in two journal papers, three conference papers and one book chapter.His main research interests are: Machine Learning, Deep Learning, Natural Language Processing, Time Series Prediction, Geographical Forecasting, Social Network Analysis, Behavioral Finance

  • Publications (0)
  • Experience
  • Supervisions (1)
        YearSupervisionCo-Supervision
        2015
        • João Carlos Peixoto Ferreira

          Research Collaborator: MSc Student (Aluno de Mestrado) at IST

          From 2015 to 2016 (Supervised during 2 year(s))

        Thematic Lines:

        Latest news / Últimas notícias:

        Equipa do Centro ALGORITMI e DTx conquistam um lugar pódio na final local do EDP University Challenge

        Rui Almeida (Centro ALGORITMI) e Sofia Paiva (DTx/Centro ALGORITMI) orientados pelo professor Jorge Cabral (Centro ALGORITMI) e apoiados [+]

        William Machado Emiliano finaliza o seu Doutoramento

        Tema: Development of a decision support system for home health care management: the Portuguese and Brazilian cases Autor: William [+]

        Marisa de Araújo Esteves finaliza o seu Doutoramento

        Tema: A Novel System to Assist Elders’ Self-care and their Informal Caregivers through Nursing Homes Autor: Marisa de Araújo [+]

        Rui Pedro Oliveira Machado finaliza o seu Doutoramento

        Título da Tese: Readout Circuit for Time–Based Automotive Sensors Autor: Rui Pedro Oliveira Machado Orientadores: Jorge Miguel Nunes dos [+]

        André Borges Guimarães Serra e Santos finaliza o seu Doutoramento

        Tema: Auto-Parametrização de Meta-Heurísticas para Problemas de Escalonamento em Ambiente Industrial Autor: André Borges Guimarães Serra e Santos Programa Doutoral [+]

        Anúncio - Bolsas de Investigação para Doutoramento

        Informa-se que se encontram abertos concursos para atribuição de Bolsas de Investigação para Doutoramento de acordo com os [+]

        Paula Maria Oliveira e Silva Sá finaliza o seu Doutoramento

        Tema: A Gestão da Qualidade no Ensino Superior em Portugal Autor: Paula Maria Oliveira e Silva Sá Orientadores: Paulo Sampaio; [+]

        EAI SESC 2020 – 2nd EAI International Conference on Sustainable Energy for Smart Cities

        EAI SESC will be held as a fully-fledged online conference.  Due to the safety concerns and travel restrictions caused by [+]

        12
        • Facebook
        • Twitter
        • youtube
        • Feed

        Website Credits

        Universidade do Minho Compete QREN European Union FCT

        This work has been supported by COMPETE: POCI-01-0145-FEDER-007043 and FCT – Fundação para a Ciência e Tecnologia within the Project Scope: UID/CEC/00319/2013.

        Centro ALGORITMI:

        About
        Members
        Leadership
        Staff
        Research Teams
        Projects
          Completed
          Ongoing
        PhD programs
        Identity
        News
        Contacts
        Research Teams:

        Groups:
        SEOR
        IST
        IEM
        CCPM
        CST
        IE

        Labs:
        ISTTOS
        SEMAG
        UBICOMP
        GEPE
        ESRG
        CCN
        engageLab
        CAR
        KEG
        ISlab
        EHF
        SLOTS
        EMES
        Thematic Lines:

        Innovative Industries and Organizations
        Smart Cities and People



        Member of the iSchools: