Raul Sena Ferreira
MSc. Student @ UFRJ
raulsf at cos.ufrj.br
Researcher @ IPEA
raul.ferreira at ipea.gov.br
Lecturer (Computer Science) @ UFRRJ
raulsf at ufrrj.br

Research
RESEARCH INTERESTS
  • Machine Learning
  • Data Mining
  • Network Science
  • Information Retrieval
  • Applied computing for Social Problems

Publications
UNDER REVIEW / IN PREPARATION
  • *Semi-supervised learning framework applied to non-stationary (complex) environments
  • Myosotis: Intelligent System Applied to Missing People Problem
  • Fast Identifying Profiles in Recommendation Systems using Weightless Neural Networks WiSARD
  • Mobile Recommendation System with Crowdsourcing and Gamification
  • Mobile Support System for Early Diagnosis of Alzheimer Disease

* = Dissertation

PAPERS
  • FERREIRA, R. S.; SILVA, V. P.; FILHO, H. P. B.; BONECINI, F.; TAVARES, R. L.; LOPEz, F. G. Platform of the Brazilian CSOs: Open Government Data and Crowdsourcing for the Citizenship Promotion (accepted) In: XIII Brazilian Symposium on Information Systems. SBSI, 2017
  • FERREIRA, R. S.; PRATA, R.; MORORO, V.; COTTA, K.P.; BARBOSA, C. E.; SOUZA, J. TransReport: Collaborative Supervision of the Public Transportation. In: Proceedings of the 32nd Annual ACM Symposium on Applied Computing. ACM, 2017
    *Media notes: Fiscalize o transporte público do Rio de Janeiro com o TransReport
  • FERREIRA, R. S.; MELLO, C.E.R. W-SAGE: Web tool for Spatial Analysis of GEographic data In: III Escola Regional de Sistemas de Informação, UFRRJ, Rio de Janeiro, 2016(written in portuguese)
EXTENDED ABSTRACTS
BOOKS
  • FERREIRA, R. S. Applied stats for managers. 1. ed. Laureate Brasil, 2015. v. 1. 90 pages (ISBN 978-85-69801-27-6) (written in portuguese)

Talks
  • Open Platform of the Brazilian Civil Society Organizations. In: 13th OID - Workshop on Digital Inclusion, Fortaleza - CE, 2016
  • Open platform of civil society organizations: Challenges, architecture, techniques and technologies in development of the most important system of IPEA. In: DevWeek in computer science, UFF, Niterói, 2016
  • Open platform of civil society organizations: Challenges, architecture, techniques and technologies in development of the most important system of IPEA. In: VI Academic week in computer science, UFRRJ, Nova Iguaçu, 2016
  • Data Science: Some experiments using Machine Learning, Data Mining, Information Retrieval and Complex Networks. In: MBA in Big Data, INFNET graduate school, Rio de Janeiro, 2016
  • ZIMBRÃO, G.; CARMO, F. B.; FERREIRA, R. S. Model driven development with MDARTE. In: SERPRO, Recife, Pernambuco, Brazil, 2015
  • ZIMBRÃO, G.; CARMO, F. B.; FERREIRA, R. S. Model driven development with MDARTE. In: SERPRO, Brasília, Distrito Federal, Brazil, 2015
  • MongoDB: My case studies using NoSQL in real problems. In: Opening class of MBA in Big Data, INFNET graduate school, Rio de Janeiro, 2015
  • Using Transreport system for supervising public transportation. In: Conecta Expo, UFRRJ, Seropédica, 2015
  • Developing an API with MongoDB and Node.js. In: V Academic week in computer science, UFRRJ, Nova Iguaçu, 2015
  • Node.js workshop. In: IV Academic week in computer science, UFRRJ, Nova Iguaçu, 2014
  • Node.js workshop. In: DevWeek in computer science, UFF, Niterói, 2014
  • Web development with jQuery tools. In: III Academic week in computer science, UFRRJ, Nova Iguaçu, 2013

Repository of all talks


Teaching

Awards
  • First place in open call for Lecturer in Computer Science - Federal Rural University of Rio de Janeiro (UFRRJ), 2017.
  • First place in open call for researcher II - Research Institute of Economic and Applied (IPEA), 2016.
  • First place in open call for researcher assistant II - Research Institute of Economic and Applied (IPEA), 2015.
  • Winner of the 1º Big Data Challenge - Big Data Reference Centre, PPGI/UFRJ and EMC², 2014.
  • Selected for II Hackathon of Educational Data - INEP, Brasília, 2014.
  • Honor mention in XIX ACM Programming Marathon - ACM/ICPC, 2014.
  • 3º place in first phase in national challenge Samsung Launching People​ - Samsung, 2013.

Programming / Software Development

Education
  • (2015 - 2017) MSc. Systems Engineering and Computing at UFRJ
  • (2010 - 2014) BSc. Computer Science at UFRRJ

Experience
PROFESSIONAL EXPERIENCE
  • (2017/04 - Present) Lecturer in Computer Science at Universidade Federal Rural do Rio de Janeiro
  • (2016/08 - Present) Technical Project Coordinator (Researcher II) at IPEA
  • (2016/10 - 2017/01) MBA Professor at INFNET
  • (2015/10 - 2016/08) CNPq Technological Development Scholarship at National Museum of Rio de Janeiro
  • (2015/07 - 2015/10) Research Assistant II at IPEA
  • (2012/08 - 2016/07) Software engineer at COPPETEC - Universidade Federal do Rio de Janeiro
  • (2010/10 - 2012/08) Web design Teacher at Microcamp
  • (2010/01 - 2014/12) Systems Developer, self employed
C.V.
USEFUL LINKS