Creating and sharing knowledge for telecommunications
... Gilberto Fernandes Junior

PhD Student

Gilberto Junior

Former IT academic position: External Author
Joining/Leaving IT dates: 01-08-2015 / 31-03-2019
Roles held in IT: PhD Student
Former IT thematic line: Networks and Services
Group: Network Architectures and Protocols – Cv

Scientific Achievements

  • G.F.J. Junior, L. C. Carvalho, J. R. Rodrigues, M. P. Proença, Network anomaly detection using IP flows with Principal Component Analysis and Ant Colony Optimization, Journal of Network and Computer Applications, Vol. 64, No. 1, pp. 1 - 11, April, 2016 | BibTex
  • M. P. Proença, G.F.J. Junior, L. C. Carvalho, M. A. Assis, J. R. Rodrigues, Digital signature to help network management using flow analysis, International Journal of Network Management, Vol. 26, No. 2, pp. 76 - 94, April, 2016 | BibTex
  • G.F.J. Junior, J. R. Rodrigues, M. P. Proença, Autonomous profile-based anomaly detection system using principal component analysis and flow analysis, Applied Soft Computing Journal, Vol. 34, No. 1, pp. 513 - 525, September, 2015,
    | Abstract
    | BibTex
  • G.F.J. Junior, E. P. Pena, L. C. Carvalho, J. R. Rodrigues, M. P. Proença, Statistical, Forecasting and Metaheuristic Techniques For Network Anomaly Detection, ACM Symp. on Appl. Computing, Salamanca, Spain, Vol. USB, pp. 1 - 7, April, 2015,
    | Abstract
    | BibTex