Portrait de Guido Bologna

Guido Bologna

Professeur HES associé

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

Filière(s)

  • Informatique et systèmes de communication

Site(s) d'enseignement

  • HEPIA Prairie

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.
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.
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.
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