Portrait de Guido Bologna

Guido Bologna

Professeur HES associé

guido.bologna@hesge.ch
+41 22 558 57 61
Bureau A410
Profil

Filière(s)

  • Informatique et systèmes de communication

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
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends
Górriz J.M., Álvarez-Illán I., Álvarez-Marquina A., Arco J.E., Atzmueller M., Ballarini F., Barakova E., Bologna G., et al.
(2023)
Information Fusion 100, 101945.
Ongoing Experiments with the DetObj Prototype for Vision Substitution
(2023)
5th International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI 2023), Tenerife, Spain, Proceedings pp. 98-101.
Research Challenges in Trustworthy Artificial Intelligence and Computing for Health: The Case of the PRE-ACT project
Charalampakos F., Tsouparopoulos T., Papageorgiou Y., Bologna G., et al.
(2023)
Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit 2023), Gothenburg, Sweden, 06.-09.06.2023.
Transferring CNN Features Maps to Ensembles of Explainable Neural Networks
(2023)
Information, 14(2), 89.
Explaining CNN Classifications by Propositional Rules Generated from DCT Feature Maps
(2022)
Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, 31.05.-03.06.2022, Lecture Notes in Computer Science, vol 13259, p. 318-327.
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