Portrait de Guido Bologna

Dr Guido Bologna

Professeur HES assistant

guido.bologna@hesge.ch
+41 22 546 25 51
Bureau A410
Profil

Axes de recherche

  • Intelligence Computationnelle
  • Méthodes d'apprentissage statistique
  • Interfaces de substitution sensorielle

Cours

  • Algorithmique et programmation séquentielle
  • Techniques d'optimisation

Site(s) d'enseignement

  • HEPIA Prairie

Liens

Adresse

HEPIA - Haute école du paysage, d'ingénierie et d'architecture
Rue de la Prairie 4
1202 Genève
Suisse

Publications
A Rule Extraction Technique Applied to Ensembles of Neural Networks, Random Forests, and Gradient-Boosted Trees
(2021)
PreGIS: a platform for urban parking analysis and management
Hüsser O., Bologna G., Menoud P., Sadiku A., Pfeiffer L., Clément D., Rekik Y., Bénard M., Foukia N.
(2021)
Transparent Ensembles for Covid-19 Prognosis
(2021)
A Two-Step Rule-Extraction Technique for a CNN
Bologna G., Silvio Fossati
(2020)
Electronics 2020, 9(6), 990; https://doi.org/10.3390/electronics9060990
Artificial intelligence within the interplay between natural and artificial computation:advances in data science, trends and applications,Neurocomputing
Juan M. Gorriz, Javier Ramirez, Andrés Ortiz, Francisco J. Martinez-Murcia, Bologna G., … [et al.]
(2020)
Neurocomputing, 410(2020), pp. 237-270 / doi.org/10.1016/j.neucom.2020.05.078
A Rule Extraction Study Based on a Convolutional Neural Network
(2018)
International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE'18), Hamburg, Germany, 27.08.2018
A Rule Extraction Study fromSVM on Sentiment Analysis
Hayashi Y., Bologna G.
(2018)
Big data and cognitive computing MDPI
Conférences
PreGIS: a platform for urban parking analysis and management
Hüsser O., Bologna G., Menoud P., Sadiku A., Pfeiffer L., Clément D., Rekik Y., Bénard M., Foukia N.
FTAL Conference 2021 - Sustainable Smart Cities and Regions, Lugano,
28.10.2021 - 29.10.2021