Felipe Campelo

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Felipe Campelo

Senior Fellow of AdvanceHE/HEA, Ph.D. Systems Science and Informatics, M.Sc. Information Science and Technology, B.Eng. Electrical Engineering

 https://orcid.org/0000-0001-8432-4325

    • School of Engineering and Applied Science, Aston University

      B4 7ET Birmingham

      United Kingdom

    Accepting PhD Students

    PhD projects

    Possible research topics for PhD supervision include:

    - Machine learning approaches for bioinformatics, particularly focused on epitope prediction (e.g., in the context of neglected and emerging diseases)

    - Computational approaches to investigate, select and optimise phage treatments against antibiotic-resistant bacteria.

    - Statistical approaches for performance assessment and comparison of machine learning and optimisation algorithms.

    - Computational Intelligence methods for single and multi-objective optimisation, robust optimisation, constrain handling, applications.

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    • Chapter (peer-reviewed)

      Pareto Cone ε-Dominance: Improving Convergence and Diversity in Multiobjective Evolutionary Algorithms

      Batista, L. S., Campelo, F., Guimaraes, F. G., Ramirez, J. A. & Takahashi, RHC., 2011, Lecture Notes in Computer Science: EMO 2011: Evolutionary Multi-Criterion Optimization. Springer, Vol. 6576. p. 76-90 (Lecture Notes in Computer Science; vol. 6576).

      Research output: Chapter in Book/Published conference output › Chapter (peer-reviewed) › peer-review

    • Problema de Roteamento de Veículos Multiobjetivo com Coleta Seletiva

      Translated title of the contribution: Multiobjective Vehicle Routing Problem with Optional CollectionsAssis, L. P. D., Silva, A. L. M., Pinto, F. C. F., Andrade, A. V. & Ramírez, J. A., 9 May 2013, Meta-Heurísticas em Pesquisa Operacional.. p. 181-202

      Research output: Chapter in Book/Published conference output › Chapter (peer-reviewed) › peer-review

      Open Access
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