| 2026 | PERCOM | The SERENADE project: Sensor-Based Explainable Detection of Cognitive Decline. | Gabriele Civitarese, Michele Fiori, Daniela Galimberti, Andrea Arighi, Emanuela Rotondo, Vittoria Borracci, Graziana Florio, Claudio Bettini |
| 2025 | PERCOM | Personal Data Protection in Smart Home Activity Monitoring for Digital Health: A Case Study. | Claudio Bettini, Azin Moradbeikie, Gabriele Civitarese |
| 2025 | PERCOM | Large Language Models for Human Activity Recognition in Smart-Home. | Michele Fiori, Claudio Bettini, Gabriele Civitarese |
| 2024 | HIC | Using Large Language Models to Compare Explainable Models for Smart Home Human Activity Recognition. | Michele Fiori, Gabriele Civitarese, Claudio Bettini |
| 2024 | MICCAI | LoRIS - Weakly-Supervised Anomaly Detection for Ultrasound Images. | Marco Colussi, Dragan Ahmetovic, Gabriele Civitarese, Claudio Bettini, Aiman Solyman, Roberta Gualtierotti, Flora Peyvandi, Sergio Mascetti |
| 2024 | Mobiquitous | GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes. | Michele Fiori, Davide Mor, Gabriele Civitarese, Claudio Bettini |
| 2024 | SmartComp | Insights on the Development of PRACTICE, A Research-Oriented Healthcare Platform. | Dragan Ahmetovic, Alessio Angileri, Sara Arcudi, Claudio Bettini, Gabriele Civitarese, Marco Colussi, Andrea Giachi, Roberta Gualtierotti, Sergio Mascetti, Matteo Manzoni, Flora Peyvandi, Aiman Solyman, Addolorata Truma |
| 2024 | SmartComp | ContextGPT: Infusing LLMs Knowledge into Neuro-Symbolic Activity Recognition Models. | Luca Arrotta, Claudio Bettini, Gabriele Civitarese, Michele Fiori |
| 2023 | MDM | DOMINO: A Dataset for Context-Aware Human Activity Recognition using Mobile Devices. | Luca Arrotta, Gabriele Civitarese, Riccardo Presotto, Claudio Bettini |
| 2023 | MICCAI | GAJA - Guided self-Acquisition of Joint ultrAsound images. | Marco Colussi, Sergio Mascetti, Dragan Ahmetovic, Gabriele Civitarese, Marco Cacciatori, Flora Peyvandi, Roberta Gualtierotti, Sara Arcudi, Claudio Bettini |
| 2023 | Mobiquitous | SelfAct: Personalized Activity Recognition Based on Self-Supervised and Active Learning. | Luca Arrotta, Gabriele Civitarese, Claudio Bettini |
| 2023 | PERCOM | Keynote: Data Scarcity in Sensor-Based Human Activity Recognition. | Gabriele Civitarese |
| 2023 | PERCOM | Is Querying Users Acceptable for Human Activity Recognition Based on Active Learning? | Riccardo Presotto, Gabriele Civitarese, Claudio Bettini |
| 2023 | SmartComp | Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity. | Riccardo Presotto, Sannara Ek, Gabriele Civitarese, Franois Portet, Philippe Lalanda, Claudio Bettini |
| 2022 | DSAA | Explaining Human Activities Instances Using Deep Learning Classifiers. | Luca Arrotta, Gabriele Civitarese, Michele Fiori, Claudio Bettini |
| 2022 | PERCOM | FedCLAR: Federated Clustering for Personalized Sensor-Based Human Activity Recognition. | Riccardo Presotto, Gabriele Civitarese, Claudio Bettini |
| 2022 | PERCOM | Preliminary Results on Sensitive Data Leakage in Federated Human Activity Recognition. | Riccardo Presotto, Gabriele Civitarese, Claudio Bettini |
| 2022 | SmartComp | Knowledge Infusion for Context-Aware Sensor-Based Human Activity Recognition. | Luca Arrotta, Gabriele Civitarese, Claudio Bettini |
| 2021 | Mobiquitous | The MARBLE Dataset: Multi-inhabitant Activities of Daily Living Combining Wearable and Environmental Sensors Data. | Luca Arrotta, Claudio Bettini, Gabriele Civitarese |
| 2021 | PERCOM | Explainable Activity Recognition over Interpretable Models. | Claudio Bettini, Gabriele Civitarese, Michele Fiori |
| 2020 | MDM | Context-Aware Data Association for Multi-Inhabitant Sensor-Based Activity Recognition. | Luca Arrotta, Claudio Bettini, Gabriele Civitarese, Riccardo Presotto |
| 2020 | PERCOM | Towards Active Learning Interfaces for Multi-Inhabitant Activity Recognition. | Claudio Bettini, Gabriele Civitarese |
| 2019 | PERCOM | Human Activity Recognition in Smart-Home Environments for Health-Care Applications. | Gabriele Civitarese |
| 2019 | PERCOM | Automatic Detection of Urban Features from Wheelchair Users' Movements. | Gabriele Civitarese, Sergio Mascetti, Alberto Butifar, Claudio Bettini |
| 2018 | PERCOM | NECTAR: Knowledge-based Collaborative Active Learning for Activity Recognition. | Gabriele Civitarese, Claudio Bettini, Timo Sztyler, Daniele Riboni, Heiner Stuckenschmidt |
| 2018 | PERCOM | Modeling and Reasoning with ProbLog: An Application in Recognizing Complex Activities. | Timo Sztyler, Gabriele Civitarese, Heiner Stuckenschmidt |
| 2017 | PERCOM | Behavioral monitoring in smart-home environments for health-care applications. | Gabriele Civitarese |
| 2017 | PERCOM | Monitoring objects manipulations to detect abnormal behaviors. | Gabriele Civitarese, Claudio Bettini |
| 2016 | PERCOM | Analysis of long-term abnormal behaviors for early detection of cognitive decline. | Daniele Riboni, Gabriele Civitarese, Claudio Bettini |
| 2015 | PERCOM | Demo abstract: Demonstration of the FABER system for fine-grained recognition of abnormal behaviors. | Gabriele Civitarese, Zaffar Haider Janjua, Daniele Riboni, Claudio Bettini |
| 2015 | PERCOM | From lab to life: Fine-grained behavior monitoring in the elderly's home. | Daniele Riboni, Claudio Bettini, Gabriele Civitarese, Zaffar Haider Janjua, Viola Bulgari |
| 2015 | PERCOM | Fine-grained recognition of abnormal behaviors for early detection of mild cognitive impairment. | Daniele Riboni, Claudio Bettini, Gabriele Civitarese, Zaffar Haider Janjua, Rim Helaoui |