About I’m currently a PhD student in Computer Engineering in the area of Networks, with a previous MSc in Computer Engineering by COPPE/UFRJ in the area of Artificial Intelligence. My interests lie in coordination among distributed agents and machine learning. I am currently studying a large amount of TCP traces with the objective of improving prediction of RTT.

Publications

Master Thesis

• ReSATyrus: Automatic Generation of Sharing Graphs. Advisors: Felipe Maia Galvão França and Priscila Machado Vieira Lima.
  

Book chapters

• ALVES, Daniel Santos Ferreira ; SOARES, E. E. de M. ; STRACHAN, G. C. ; CARVALHO, G. P. S. ; XAUD, M. F. S. ; COUTO, M. V. B. ; MENDONÇA, R. M. ; FREITAS, R. S. ; SANTOS, T. M. ; GONÇALVES, VANESSA ; MOURELLE, L. M. ; NEDJAH, N. ; MACULAN, Nelson ; LIMA, Priscila ; FRANÇA, Felipe . A Swarm Robotics Approach To Decontamination. In: Raul Aquino Santos; Omar Lengerke; Arthur Edwards-Block. (Org.). Ad Hoc Robots and Wireless Robotic Systems: Design and Implementation. 1ed.: IGI Global, 2012, v. , p. 107-122.

Full works published in conference proceedings

•  CARDOSO, Douglas O.; CARVALHO, Danilo S.; Alves, Daniel S. F.; SOUZA, Diego F. P.; CARNEIRO, Hugo C. C.; PEDREIRA, Carlos E.; LIMA, Priscila M. V.; FRANÇA, Felipe. Credit Analysis with a clustering RAM-based neural classifier. In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2014, Bruges. Proc. of ESANN 2014, 2014. p. 517-522.
• ALVES, Daniel Santos Ferreira; CARDOSO, Douglas O.; CARNEIRO, Hugo C. C.; LIMA, Priscila; FRANÇA, Felipe. An empirical study of the influence of data structures on the performance of VG-RAM classifiers. In: 1st BRICS-CCI, 2013, Ipojuca. 1st BRICS Countries Congress (BRICS-CCI) and 11th Brazilian Congress (CBIC) on Computational Intelligence, 2013.
• ALVES, Daniel Santos Ferreira; FRANÇA, Felipe; MOURELLE, L. M.; NEDJAH, N.. The Effect of Intelligent Escape on Distributed SER-Based Search. In: The 12th International Conference on Computational Science and Its Applications (ICCSA 2012), 2012, Salvador. Computational Science and Its Applications ICCSA 2012 12th International Conference, Salvador de Bahia, Brazil, June 18-21, 2012, Proceedings. Berlin / Heidelberg: Springer, 2012. v. 7333. p. 101-112.

Extended abstracts published in conference proceedings

• ALVES, Daniel Santos Ferreira; GONÇALVES, VANESSA; LIMA, Priscila; MACULAN, Nelson; FRANÇA, Felipe . G-DI: a Graph Decontamination Iterator for the Web. In: ACM Web Science 2011, 2011, Koblenz. Proceedings of the ACM WebSci’11, 2011. p. 1-4.

To appear

• CARDOSO, Douglas O.; CARVALHO, Danilo S.; ALVES, Daniel Santos Ferreira; SOUZA, Diego F. P.; CARNEIRO, Hugo C. C.; PEDREIRA, Carlos Eduardo; LIMA, Priscila M. V.; FRANÇA, Felipe M. G.. Financial credit analysis via a clustering weightless neural classifier. Neurocomputing (Amsterdam), 2015.

Interests

• Machine Learning
• Disruption Tolerant Networks
• Networks
• Artificial Intelligence

Experience

• SIP Mentor, UCSC. Subject: Study of influence of routing protocol on DTN networks.
• Teaching assistant, Universidade Federal do Rio de Janeiro, Rio de Janeiro.
  Subject: Collective Robotics. 2013.
• Programming instructor, Universidade Federal do Rio de Janeiro, Rio de Janeiro. Subject: NetLogo teaching to high school students. 2012.
• Teaching assistant, Universidade Federal do Rio de Janeiro, Rio de Janeiro. Subject: Computing 1 for Materials Engineering (Python). 2011.
• Deepening of SER based Graph Decontamination, Universidade Federal do
  Rio de Janeiro, Rio de Janeiro, Brazil. 2011 – 2012.
• Study of Implementation of Geocasting in Project DRIVE-IN, Universidade do Porto, Porto, Portugal. 2010.
• Study of Applications of the Steiner Tree in the Web Graph, Universidade
  Federal do Rio de Janeiro, Rio de Janeiro, Brasil. 2009.
• Curriculum Vitae.

Grants and Awards

• CAPES scholarship, Science without Borders. 2015 – current.
• CAPES grant, M.Sc. at COPPE-UFRJ. 2012 – 2014.
• GE grant, M.Sc. at COPPE-UFRJ. 2012 – 2014.
• Third place, Credit Analysis Classification with WiSARD, 2013 Computational
  Intelligence Software Competition at the 1st Computer Intelligence and 11th
  Brazilian Congress on Computational Intelligence, Ipojuca, Brazil. 2013.
• ACM WEBSIG WebSci 2011 travel grant. 2011.
• Honorable mention, South America Brazil Programming Contest, ACM Inter-
  national Collegiate Programming Contest/IBM – event sponsor. 2008.
• Bronze Medal, IX Brazilian Informatics Olympics, Programming Level 2 Modality. 2007.