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

Institut / Groupe de compétences

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.
https://doi.org/10.1016/j.inffus.2023.101945
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.
https://doi.org/10.1109/EuCNC/6GSummit58263.2023.10188239
Ongoing Experiments with the DetObj Prototype for Vision Substitution
Bologna G., Pfeiffer L., Gonzalez D., Leblanc Q., Boutay J.
(2023)
5th International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI 2023), Tenerife, Spain, Proceedings pp. 98-101.
https://aspai-conference.com/aspai_2023_proceedings.html
Transferring CNN Features Maps to Ensembles of Explainable Neural Networks
Bologna G.
(2023)
Information, 14(2), 89.
https://doi.org/10.3390/info14020089
Explaining CNN Classifications by Propositional Rules Generated from DCT Feature Maps
Bologna G.
(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.
https://link.springer.com/chapter/10.1007/978-3-031-06527-9_31
A Rule Extraction Technique Applied to Ensembles of Neural Networks, Random Forests, and Gradient-Boosted Trees
Bologna G.
(2021)
https://doi.org/10.3390/a14120339
https://www.mdpi.com/journal/algorithms/special_issues/Ensemble_Algorithms_Explainability
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)
https://ceur-ws.org/Vol-3116/Paper_18.pdf
Transparent Ensembles for Covid-19 Prognosis
Bologna G.
(2021)
https://doi.org/10.1007/978-3-030-84060-0_22
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
Rule Extraction from a Convolutional Neural Network in Sentiment Analysis
Bologna G.
(2018)
European Conference on Data Analysis (ECDA'18), Paderborn, Germany, 04-06.07.2018
https://www.researchgate.net/publication/327180658_A_Rule_Extraction_Study_Based_on_a_Convolutional_Neural_Network_Second_IFIP_TC_5_TC_8WG_84_89_TC_12WG_129_International_Cross-Domain_Conference_CD-MAKE_2018_Hamburg_Germany_August_27-30_2018_Proceedin
A Rule Extraction Study Based on a Convolutional Neural Network
Bologna G.
(2018)
International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE'18), Hamburg, Germany, 27.08.2018
https://link.springer.com/chapter/10.1007/978-3-319-99740-7_22
A Rule Extraction Study fromSVM on Sentiment Analysis
Hayashi Y., Bologna G.
(2018)
Big data and cognitive computing MDPI
https://doi.org/10.3390/bdcc2010006
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