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Projects
- 1 Finished
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FWOSB21: Feature selection and classification in high dimensional data based on Neuroevolution
Jansen, B. & Papavasileiou, E.
1/01/16 → 31/12/19
Project: Applied
Research output
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A Systematic Literature Review of the Successors of ‘NeuroEvolution of Augmenting Topologies’
Papavasileiou, E., Cornelis, J. P. H. & Jansen, B., 1 Mar 2021, In : Evolutionary Computation. 29, 1, p. 1-73 73 p.Research output: Contribution to journal › Article
Open AccessFile1 Citation (Scopus)4 Downloads (Pure) -
Towards more efficient NeuroEvolution: Application on feature selection and classification problems
Papavasileiou, E., 2021, Brussels.Research output: Thesis › PhD Thesis
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Behavior-based Speciation in Classification with NeuroEvolution
Papavasileiou, E., Cornelis, J. P. H. & Jansen, B., Jul 2020, 2020 IEEE World Congress on Computational Intelligence: 2020 IEEE Congress on Evolutionary Computation (CEC). p. 1-7 7 p. 9185720. (2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging
Berenguer, A. D., Sahli, H., Joukovsky, B., Kvasnytsia, M., Dirks, I., Alioscha-Perez, M., Deligiannis, N., Gonidakis, P., Sánchez, S. A., Brahimetaj, R., Papavasileiou, E., Chana, J. C-W., Li, F., Song, S., Yang, Y., Tilborghs, S., Willems, S., Eelbode, T., Bertels, J., Vandermeulen, D. & 20 others, , 2 Dec 2020, In : ArXiv.org. 2020, 20 p.Research output: Contribution to journal › Article
File6 Downloads (Pure) -
Can NeuroEvolution Beat Back Propagation?
Papavasileiou, E. & Jansen, B., 2019.Research output: Unpublished contribution to conference › Poster
Prizes
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2nd Prize in the Challenge: Algorithm Tuning with SPOT
Evgenia Papavasileiou (Recipient), 23 Oct 2017
Prize: Prize (including medals and awards)
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Best Challenge Resolution (3rd place)
Evgenia Papavasileiou (Recipient), 21 Jul 2017
Prize: Prize (including medals and awards)
Activities
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IEEE Congress on Evolutionary Computation
Evgenia Papavasileiou (Participant)28 Jun 2021 → 1 Jul 2021Activity: Participating in or organising an event › Participation in conference
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PhD AI Seminars at BeCentral - AI for Robotics
Evgenia Papavasileiou (Participant)20 Jan 2020Activity: Participating in or organising an event › Participation in workshop, seminar
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GECCO 2020: The Genetic and Evolutionary Computation Conference
Evgenia Papavasileiou (Participant)8 Jul 2020 → 12 Jul 2020Activity: Participating in or organising an event › Participation in conference
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Behavior-based Speciation in Classification with NeuroEvolution
Evgenia Papavasileiou (Speaker)19 Jul 2020 → 24 Jul 2020Activity: Talk or presentation › Talk or presentation at a conference
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PhD AI Seminars at BeCentral - Machine Learning
Evgenia Papavasileiou (Participant)21 Oct 2019Activity: Participating in or organising an event › Participation in workshop, seminar
Thesis
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Towards more efficient NeuroEvolution: Application on feature selection and classification problems
Author: Papavasileiou, E., 12 Mar 2021Supervisor: Jansen, B. (Promotor), Nowe, A. (Jury), Pintelon, R. (External person) (Jury), Sahli, H. (Jury), Cornelis, J. P. (Jury), Miikkulainen, R. (External person) (Jury) & Skodras, A. (External person) (Jury)
Student thesis: Doctoral Thesis