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Journal Publications

2018

A. Sóñora, E. Papavasileiou, J. Carlos Garcia Naranjo, B. Jansen and J. Vandemeulebroucke, “Evaluation of data balancing techniques. Application to CAD of lung nodules using the LUNA16 framework,” Revista de Ingeniería Electrónica, Automática y Comunicaciones, vol. 39, no. 3, pp. 57-67, Oct. 2018.

Conference Publications

2020

E. Papavasileiou, J. Cornelis and B. Jansen, “Behavior-based Speciation in Classification with NeuroEvolution,” in 2020 IEEE World Congress on Computational Intelligence, Sep. 2020, pp. 7.

2018

E. Papavasileiou and B. Jansen, “Configuring the Parameters of Artificial Neural Networks using NeuroEvolution and Automatic Algorithm Configuration,” in The Genetic and Evolutionary Computation Conference 2018, ACM, Jul. 2018, pp. 2.

E. Papavasileiou, R. Brahimetaj, F. Temmermans, B. Cornelis, I. Willekens, J. De Mey and B. Jansen, “Towards a CAD System for Breast Cancer Based on Individual Microcalcifications?,” in 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services, IEEE, Nov. 2018.

2017

E. Papavasileiou and B. Jansen, “The importance of the activation function in NeuroEvolution with FS-NEAT and FD-NEAT,” in 2017 IEEE Symposium Series on Computational Intelligence, 2017, pp. 7.

2015

E. Papavasileiou, F. Temmermans, B. Jansen, I. Willekens, E. Van De Casteele, J. De Mey, R. Deklerck and J. Hostens, “Shape-based clustering & classification of breast microcalcifications in micro-CT images,” in MBEC 2014-Towards new horizons in biomedical engineering, Springer International Publishing, 2015, pp. 4.

Other Publications

2019

E. Papavasileiou and B. Jansen, “Can NeuroEvolution Beat Back Propagation?,”, 2019.

E. Papavasileiou and B. Jansen, “The Potential of NeuroEvolution in Computer Aided Diagnosis Systems,”, Nov. 2019.

R. Brahimetaj, E. Papavasileiou, F. Temmermans, B. Cornelis, I. Willekens, J. De Mey and B. Jansen, “Computer Aided Detection and Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications,”, 2019.

2018

E. Papavasileiou, R. Brahimetaj, F. Temmermans, B. Cornelis, I. Willekens, J. De Mey and B. Jansen, “Can Analysis of Individual Microcalcifications Lead to a CAD System for Breast Cancer?,”, 2018.

E. Papavasileiou, A. Sóñora, J. Carlos Garcia Naranjo, B. Jansen and J. Vandemeulebroucke, “ETROCAD: AN IMPROVED CAD SYSTEM FOR LUNG NODULES DETECTION,”, Nov. 2018.

2015

E. Papavasileiou, F. Temmermans and B. Jansen, “A neuroevolutionary approach for feature selection and classification on high dimensional breast cancer radiomics data,” in 6? ?a?e?????? S???d??? ????at????? ?e???????a?, May. 2015.

2014

E. Papavasileiou, F. Temmermans and B. Jansen, “Shape-based clustering and classification of breast microcalcifications in micro-CT images,” in 9th Benelux Bioinformatics conference, Dec. 2014.