Data sciences, interactive systems and artificial intelligence – DASIA

MENU Data sciences, interactive systems and artificial intelligence – DASIA
Publications scientifiques
2025

Articles

Fidex and FidexGlo: From Local Explanations to Global Explanations of Deep Models
Bologna G., Boutay J., Boquete Costa D., Leblanc Q., Köprülü D., Pfeiffer L.
(2025)
Algorithms 18(3): 120.
https://doi.org/10.3390/a18030120
Wound Segmentation with U-Net Using a Dual Attention Mechanism and Transfer Learning
Niri R., Zahia S., Stefanelli A., Sharma K., Probst S., Pichon S., Chanel G.
(2025)
Journal of Imaging Informatics in Medicine.
https://doi.org/10.1007/s10278-025-01386-w
2024

Articles

PRE-ACT: Prediction of Radiotherapy side Effects using explainable AI for patient Communication and Treatment modification
Liang Y., Bajardi P., Bologna G., et al.
(2024)
Journal of Cancer Policy, 100537.
https://doi.org/10.1016/j.jcpo.2024.100537
AMuCS: Affective Multimodal Counter-Strike video game dataset
Fanourakis M., Chanel G.
(2024)
TechRxiv.
https://doi.org/10.36227/techrxiv.170630398.84528625/v1

Actes de conférences

Physicians’ Views on Explainable Artificial Intelligence Models to Predict the Risk of Toxicity Following Breast Radiotherapy
Liang Y., Rainbird J., Cortellassa G., Balia M., Bologna G., et al.
(2024)
International Journal of Radiation Oncology - Biology - Physics 120(2): e661-e662, Proceedings ASTRO 2024: 66th Annual Meeting.
https://doi.org/10.1016/j.ijrobp.2024.07.1451
Towards enhancing trustworthy data accessibility in the crop commodity sector with LLMs
Chebbi A., Kniesel G., Abdennadher N., Di Marzo Serugendo G., El Maliki T.
(2024)
11th IEEE Swiss Conference on Data Science (SDS), Proceedings pp. 262-266, Zurich, Switzerland, 30.-31.05.2024.
https://doi.org/10.1109/SDS60720.2024.00048
GlasgowSim - Glasgow Coma Scale Simulation
Correia de Oliveira D., Rekik Y., Malandain S.
(2024)
Proceedings of the 12th International Conference on Human Interaction and Emerging Technologies (IHIET 2024), Venice, Italy, 26.-28.08.2024, 157: 334-344.
http://doi.org/10.54941/ahfe1005493
Smart Cooperatives: Adapting Smart Grid Concepts to Agricultural Cooperatives
Mendonça F., Abdennadher N., Di Marzo G.
(2024)
9th International Conference on Computer and Information Science and Technology (CIST 2024), Proceedings of the 10th World Congress on Electrical Engineering and Computer Systems and Sciences (EECSS 2024), Paper No. CIST 160, Barcelona, Spain, 19.-21.08.2024.
https://avestia.com/EECSS2024_Proceedings/files/paper/CIST/CIST_160.pdf
Developing Card-Based Surveys: Focus Group Insights for Smart Grid Prosumer Optimization
Fragnière E., Sandoz S., Abdennadher N., Moresino F.
(2024)
12th International Conference on Smart Grid (icSmartGrid 2024), Proceedings pp. 579-581, Setubal, Portugal, 27.-29.05.2024.
https://doi.org/10.1109/icSmartGrid61824.2024.10578211
Fidex: An Algorithm for the Explainability of Ensembles and SVMs
Bologna G., Boutay J., Leblanc Q., Boquete Costa D.
(2024)
Bioinspired Systems for Translational Applications: from Robotics to Social Engineering, IWINAC 2024, Olhao, Portugal, 04.-07.06.2024, Lecture Notes in Computer Science, vol 14675, pp. 378-388.
https://doi.org/10.1007/978-3-031-61137-7_35
Development of an ai prediction model for arm lymphoedema following breast cancer surgery and radiotherapy
Rattay T., Bologna G., Bombezin-Domino A., et al.
(2024)
European Journal of Surgical Oncology 50: 108216, Abstracts of The Association of Breast Surgery Conference 2024.
https://doi.org/10.1016/j.ejso.2024.108216
Enhancing Named Entity Recognition for Agricultural Commodity Monitoring with Large Language Models
Chebbi A., Kniesel G., Abdennadher N., Dimarzo G.
(2024)
EuroMLSys '24: Proceedings of the 4th Workshop on Machine Learning and Systems, p. 208-213, Athens, Greece, 22.04.2024.
https://doi.org/10.1145/3642970.3655846
23 (PB-4) Poster Spotlight - Development of an explainable AI prediction model for arm lymphoedema following breast cancer surgery and radiotherapy
Rattay T., Bologna G., Bombezin-Domino A., et al.
(2024)
European Journal of Cancer 200: 113624, 14th European Breast Cancer Conference (EBCC-14).
https://doi.org/10.1016/j.ejca.2024.113624
252 (PB-068) Poster - Breast cancer patients’ communication needs and wishes for an explainable Artificial Intelligence prediction model for lymphedema
Roumen C., Rainbird J., Verhoeven K., Bologna G., et al.
(2024)
European Journal of Cancer 200: 113820, 14th European Breast Cancer Conference (EBCC-14).
https://doi.org/10.1016/j.ejca.2024.113820
2023

Actes de conférences

Towards a Decentralised Federated Learning Based Compute Continuum Framework
Moussa M., Glass P., Abdennadher N., Di Marzo Serugendo G., Couturier R.
(2023)
10th European Conference on Service-Oriented and Cloud Computing (ESOCC 2023), Larnaca, Cyprus, 24.-25.10.2023.
https://doi.org/10.1007/978-3-031-46235-1_14
A generic-based Federated Learning model for smart grid and renewable energy
Moussa M., Abdennadher N., Couturier R., Di Marzo Serugendo G.
(2023)
22nd International Symposium on Parallel and Distributed Computing (ISPDC 2023), Bucharest, Romania, 10.-12.07.2023
https://doi.org/10.1109/ISPDC59212.2023.00020
Glasgow Coma Scale Simulator
Rekik Y., Malandain S., Correira De Olivera D.
(2023)
Proceedings of GSGS'23, 8th International Conference on Gamification & Serious Games, Neuchâtel, 26.-30.06.2023.
Conference paper (winner of best paper award)
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
Fostering “Energy Communities”: An Ethnographic-SECI Approach to User-Centered Residential Micro-Smart Grid Adoption
Fragniere E., Sandoz S., Abdennadher N., Moussa M., Di Marzo Serugendo G., Glass P.
(2023)
11th International Conference on Smart Grid (icSmartGrid 2023), Paris, France, 04.-07.06.2023.
https://doi.org/10.1109/icSmartGrid58556.2023.10171075
Improving the Social Acceptability of Microgrids
Fragniere E., Sandoz S., Abdennadher N., Moussa M., Di Marzo Serugendo G., Glass P.
(2023)
1st International Conference on Renewable Energy and Sustainable E-Mobility (RESEM 2023), Bhopal, India, 17.-18.05.2023.
https://doi.org/10.1109/RESEM57584.2023.10236324

Articles

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
Transferring CNN Features Maps to Ensembles of Explainable Neural Networks
Bologna G.
(2023)
Information, 14(2), 89.
https://doi.org/10.3390/info14020089
2022

Actes de conférences

Edge-to-Cloud Solutions for Self-Adaptive Machine Learning-based IoT Applications - A Cost Comparison
Poleggi M.E., Abdennadher N., Mendonça F., Dupuis R.
(2022)
19th International Conference on the Economics of Grids, Clouds, Systems and Services (GECON 2022), Izola, Slovenia, 13.-15.09.2022.
https://lsds.hesge.ch/wp-content/uploads/2023/01/GECON22_paper_2774.pdf
Professional training via gamified augmented reality application
Rekik Y., Malandain S., Baricault X.
(2022)
Proceedings of GSGS'22, 7th International Conference on Gamification & Serious Game, Geneva, 29.06.-01.07.2022.
https://arodes.hes-so.ch/record/10559?ln=fr
Context-aware Trust Metrics for non critical IoT Applications: an Intrinsic Data Quality approach
Mendonça F., Abdennadher N., El Maliki T., Poleggi M.E.
(2022)
13th International Conference on Information and Communication Systems (ICICS 2022), Irbid, Jordan, 21.-23.06.2022.
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

Articles

Towards informed partitioning for load balancing: A proof-of-concept
Boulmier A., Abdennadher N., Chopard B.
(2022)
Journal of Computational Science 61, May 2022, 101644.
https://doi.org/10.1016/j.jocs.2022.101644
2021

Articles

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

Actes de conférences

AR gamified solutions for human skills training
Rekik Y., Malandain S., Saint-Faust M.
(2021)
Proceedings of GSGS'21, 6th International Conference on Gamification & Serious Game, Neuchâtel, 28.06.-09.07.2021.
2020

Articles

GPU-Enabled Shadow Casting for Solar Potential Estimation in Large Urban Areas. Application to the Solar Cadaster of Greater Geneva
Stendardo N., Desthieux G., Abdennadher N., Gallinelli P.
(2020)
Applied Sciences 10(15): 5361.
https://doi.org/10.3390/app10155361
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
Learning-based coordination model for spontaneous self- composition of reliable services in a distributed system
Houssem Ben Mahfoudh, Giovanna Di Marzo Serugendo, Nabil Naja, Abdennadher N.
(2020)
International Journal on Software Tools for Technology Transfer 22, 417–436 (2020). DOI:10.1007/s10009-020-00557-0
2018

Actes de conférences

Coordination Model with Reinforcement Learning for Ensuring Reliable On-Demand Services in Collective Adaptive Systems
Ben Mahfoudh H., Di Marzo Serugendo G., Boulmier A., Abdennadher N.
(2018)
ISOLA 2018, Limassol, Cyprus, Nov. 2018
https://link.springer.com/chapter/10.1007/978-3-030-03424-5_17
Solar cadaster as a decision support tool for sustainable energy management in urban areas. From the State of Geneva to the cross-border agglomeration
Desthieux G., Carneiro C., Camponovo R., Gallinelli P., Abdennadher N., et al.
(2018)
20. brenet Status-Seminar «Forschen für den Bau im Kontext von Energie und Umwelt», ETH Zürich, 06.-07.09.2018.
Conference paper
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
HPC multiscale simulation of transport and aggregation of volcanic particles
Rossi E., Chopard B., Falcone J.-L., Kunzli P., Albuquerque P.
(2018)
17th Int’l Symp. on Parallel & Distributed Computing ISPDC’2018, Geneva, Switzerland, 25-28.06.2018
https://ieeexplore.ieee.org/abstract/document/8452016
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
Spatial services for decentralised smart green energy Management
Ben Mahfoudh B., Di Marzo Serugendo G., Rumschz A., Abdennadher N., Upegui Posada A.
(2018)
ENERGYCONS’2018, Limassol, Cyprus, June 2018
https://ieeexplore.ieee.org/document/8398761
Spatial services for decentralised smart green energy management
Ben Mahfoudh H., Di Marzo Serugendo G., Abdennadher N., Rumsch A., Upegui Posada A.
(2018)
IEEE International Energy Conference (ENERGYCON), Limassol, Cyprus, 03.-07.06.2018.
https://ieeexplore.ieee.org/document/8398761
Adaptive Security in Cloud and Edge Networks New IoT Security Approach
Bouchedakh M., El Maliki T., Abdennadher N.
(2018)
ICONS 2018, the 13th International Conference on Systems, 22-26.04.2018
https://www.thinkmind.org/index.php?view=article&articleid=icons_2018_1_20_40032

Articles

Solar Energy Potential Assessment on Rooftops and Facades in Large Built Environments Based on LiDAR Data, Image Processing, and Cloud Computing. Methodological Background, Application, and Validation in Geneva (Solar Cadaster)
Desthieux G., Carneiro C., Camponovo R., Ineichen P., Morello E., Boulmier A., Abdennadher N., Dervey S., Ellert C.
(2018)
Frontiers in Built Environment 4:14.
https://doi.org/10.3389/fbuil.2018.00014
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

Livres et chapitres de livre

Solar Cadaster of Geneva: A Decision Support System for Sustainable Energy Management
Desthieux G., Carneiro C., Susini A., Abdennadher N., Boulmier A., Dubois A., Camponovo R., Beni D., Bach M., Leverington P., Morello E.
(2018)
In: From Science to Society, p.129-137.
https://doi.org/10.1007/978-3-319-65687-8_12
Congrès & conférences
2024

Organisation

Codez la Science
Albuquerque P.
Co-organisation de l'événement avec le CERN Micro Club et Informasciences, Genève, 29.11.2024 - 01.12.2024 https://codezlascience.web.cern.ch/
Comment la flexibilité LOCALE peut soutenir les réseaux de distribution ELECTIQUE?
Abdennadher N.
Co-organisation du Workshop Smart Energy District HES-SO en partenariat avec les Gestionnaires de réseau de distribution d'énergie romands, HEIG-VD, Yverdon-les-Bains, 19.11.2024
Human-AI Interaction through Play
Chanel G.
Workshop organizing committe member, IEEE 2024 Conference on Games, Milan, Italy, 07.08.2024

Interventions orales et posters

The emotion ground-truth: Emotion annotations and generalizability
Chanel G.
EmoRec EEG workshop "Generalizability of Emotion Recognition from EEG Signals", ACII conference, Glasgow, UK, 15.09.2024
Towards Enhancing Trustworthy Data Accessibility in the Crop Commodity Sector With LLMs (Poster)
Chebbi A., Kniesel G.
11th IEEE Swiss Conference on Data Science, Zurich, 30.05.2024 - 31.05.2024
Horizon Europe: Prediction of radiotherapy side effects using explainable AI
Rattay T., Bologna G.
Applied Machine Learning Days (AMLD), EPFL, Lausanne, 23.03.2024 - 26.03.2024
2023

Organisation

GSGS’23, 8th International Conference on Gamification & Serious Game
Rekik Y., Malandain S.
Co-organisation of the conference, Neuchâtel, 26.06.2023 - 30.06.2023
2022

Interventions orales et posters

Databooster: comment utiliser les données pour booster l’innovation?
Abdennadher N.
Forum économie numérique, Genève, 02.12.2022

Organisation

GSGS’22, 7th International Conference on Gamification & Serious Game
Rekik Y., Malandain S.
Co-organisation of the conference and chair of session "Training", HEPIA, Geneva, 29.06.2022 - 01.07.2022 https://gsgs.ch/past-editions/gsgs22/
2021

Interventions orales et posters

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
2018

Organisation

Codez la Science
Albuquerque P., Informasciences , CERN Microclub
10.11.2018 https://codezlascience.web.cern.ch/csd/
Robotique et programmation pour les filles
Albuquerque P., Cern Microclub, RightsTech Women
06.10.2018 https://www.hesge.ch/hepia/actualites/2018/robotique-les-filles
Global Game Jam
Albuquerque P., Informasciences
26.01.2018 - 28.01.2018 https://globalgamejam.org/2018/jamsites/ ggj-geneva-hepia
Salons et expositions
2023

2023

Journée de la recherche HES-SO du domaine Ingénierie et Architecture
Malandain S., Rekik Y.
Stand AR-VR au village thématique, HEIA-FR, Fribourg, 16.11.2023
2021

2021

Salon INNOPOLIS - Repenser la ville
Abdennadher N., Vannel F., Prunier P., Renaud E., Richard J.
Stand HEPIA, Expo Paris, 21.09.2021 - 22.09.2021
Apparitions médias
2024

Télévision

Parlomètre: le romand de quel coin parlez-vous? Faites le test -
RTS, le 19h30. (Calculs de probabilités et de fréquences du parlomètre: M. Gay-Balmaz et O. Malaspinas, HEPIA)
13.12.2024
Intervenant HEPIA : Orestis Malaspinas , Marc Gay-Balmaz

Presse

Cancer du sein: une IA prédit quelles patientes risquent de souffrir d’effets secondaires après leur traitement -
Science & Vie,
27.03.2024
Intervenant HEPIA : Guido Bologna
AI tool that predicts side-effect risk in breast cancer patients to be trialled -
Independent,
20.03.2024
Intervenant HEPIA : Guido Bologna
AI tool that predicts side-effect risk in breast cancer patients to be trialled -
Daily Mail,
20.03.2024
Intervenant HEPIA : Guido Bologna
2022

Presse

Vers une approche multidimensionnelle pour des villes digitalisées et durables -
BILAN Magazine, Focus Futur Digital, un supplément thématique de Smart Media, page 3,
30.03.2022
Intervenant HEPIA : Nabil Abdennadher , Fabien Vannel
2021

Presse

Solutions - Ils réinventent le soutien scolaire -
Tribune de Genève,
09.09.2021
Intervenant HEPIA : Stéphane Malandain , Yassin Aziz Rekik , Adrien Lescourt
2004

Presse

Medics design AI tool to predict side-effects in breast cancer patients -
The Guardian,
20.03.2004
Intervenant HEPIA : Guido Bologna