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Deliverables and Publications

ReC- Ttt: Contrastive Feature Reconstruction for Test-Time Training, M. Colussi, S. Mascetti, J. Dolz and C. Desrosiers, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, USA, 2025, pp. 6699-6708, doi: 10.1109/WACV61041.2025.00652, 2025 Publication

Comparing self-supervised learning techniques for wearable human activity recognition, Sannara Ek, Riccardo Presotto, Gabriele Civitarese, François Portet, Philippe Lalanda & Claudio Bettini , CCF Trans. Pervasive Comp. Interact, 2025 Publication

Large Language Models are Zero-Shot Recognizers for Activities of Daily Living, Gabriele Civitarese, Michele Fiori, Priyankar Choudhary and Claudio Bettini, ACM Transactions on Intelligent Systems and Technology, 2025 Publication

Multi-subject human activities: A survey of recognition and evaluation methods based on a formal framework, L. Arrotta, G. Civitarese, X. Chen, J. Cumin, C. Bettini. , In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 267:(2025 Apr), pp. 12617, 2025 Publication

ECG signal decomposition using Fourier analysis, Kheirati Roonizi, A., Sassi, EURASIP J. Adv. Signal Process. 2024, 79 (2024). https://doi.org/10.1186/s13634-024-01171-x, 2024 Publication

Phase-Rectified Signal Variance Series and its Values for a Stationary Gaussian Process, M. W. Rivolta and R. Sassi, 13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), ZARAGOZA, Spain, 2024, pp. 1-2, doi: 10.1109/ESGCO63003.2024.10767049, 2024 Publication

Minimal Preprocessing of ECG Signals for Deep Learning-Based Biometric Systems, Z. Mizgalewicz, C. R. Cuenca, M. W. Rivolta, R. Labati Donida, F. Scotti, V. Piuri, R. Sassi, 2024 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), Xi’an, China, 2024, pp. 1-5, doi: 10.1109/CIVEMSA58715.2024.10586617, 2024 Publication

LoRIS - Weakly-Supervised Anomaly Detection for Ultrasound Images, M. Colussi, D. Ahmetovic, G. Civitarese, C. Bettini, A. Solyman, R. Gualtierotti, F. Peyvandi, S. Mascetti , In: Simplifying Medical Ultrasound / [a cura di] A. Gomez, B. Khanal, A. King, A. Namburete. - [s.l] : Springer Nature, 2024 Oct 05. - ISBN 978-3-031-73646-9. - pp. 198-208 (( Intervento presentato al 5. convegno International Workshop on Advances in Simplifying Medical Ultrasound tenutosi a Marrakech nel 2024 [10.1007/978-3-031-73647-6_19]., 2024 Publication

ContextGPT: Infusing LLMs Knowledge into Neuro-Symbolic Activity Recognition Models, L. Arrotta, C. Bettini, G. Civitarese, M. Fiori, In: 2024 IEEE International Conference on Smart Computing (SMARTCOMP)[s.l] : IEEE, 2024. - ISBN 979-8-3503-4994-8. - pp. 55-62, 2024 Publication

Optimizing long-term joint health in the treatment of hemophilia, Roberta Gualtierotti, Andrea Giachi, Chiara Suffritti, Luca Bedogni, Francesco Franco, Francesco Poggi, Sergio Mascetti, Marco Colussi, Dragan Ahmetovic, Valentina Begnozzi, Elena Anna Boccalandro, Luigi Piero Solimeno & Flora Peyvandi, Expert Review of Hematology, 17(10), 713–721, 2024 Publication

Semantic Loss: A New Neuro-Symbolic Approach for Context-Aware Human Activity Recognition, Luca Arrotta, Gabriele Civitarese & Claudio Bettini, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Volume 7, Issue 4 Article No.: 147, Pages 1 - 29, 2024 Publication

Using Large Language Models to Compare Explainable Models for Smart Home Human Activity Recognition, M. Fiori, G. Civitarese, C. Bettini, In: UbiComp '24 / [a cura di] V. Kostakos, J. Kay, T. Hoang. - [s.l] : ACM, 2024 Oct 05. - ISBN 979-8-4007-1058-2. - pp. 881-884 (( convegno International Joint Conference on Pervasive and Ubiquitous Computing tenutosi a Melbourne nel 2024 [10.1145/3675094.3679000]., 2024 Publication

Is Querying Users Acceptable for Human Activity Recognition Based on Active Learning?, R. Presotto, G. Civitarese, C. Bettini, In: 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)[s.l] - ISBN 978-1-6654-5381-3. - pp. 521-526 , 2023 Publication

SelfAct: Personalized Activity Recognition based on Self-Supervised and Active Learning, Luca Arrotta, Gabriele Civitarese, Samuele Valente, Claudio Bettini, 20th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, November 14-17, 2023 Melbourne, Australia., 2023 Publication

DOMINO: A Dataset for Context-Aware Human Activity Recognition using Mobile Devices, Arrotta, Luca; Civitarese, Gabriele; Presotto, Riccardo; Bettini, Claudio, UNIMI Dataverse, V3, 2023 Dataset

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, International Workshop on Advances in Simplifying Medical Ultrasound (ASMUS 2023 (MICCAI Workshop)), 2023 Publication

DOMINO: A Dataset for Context-Aware Human Activity Recognition using Mobile Devices, Luca Arrotta, Gabriele Civitarese, Riccardo Presotto, Claudio Bettini, In Proceedings of the 24th International Conference on Mobile Data Management (MDM), IEEE Computer Society, 2023 Publication

A Computer-Aided Diagnosis Tool for the Detection of Hemarthrosis By Remote Joint Ultrasound in Patients with Hemophilia, Gualtierotti, R., Arcudi, S., Ciavarella, A., Colussi, M., Mascetti, S., Bettini, C., & Peyvandi, F. , Blood, 140(Supplement 1), 464-465., 2022 Publication

Ultrasound Detection of Subquadricipital Recess Distension, Colussi, M., Civitarese, G., Ahmetovic, D., Bettini, C., Gualtierotti, R., Peyvandi, F., & Mascetti, S., Intelligent Systems with Applications, 200183., 2023 Publication

Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity, Riccardo Presotto, Sannara Ek, Gabriele Civitarese, François Portet, Philippe Lalanda, Claudio Bettini, In 2023 IEEE International Conference on Smart Computing (SMARTCOMP), 2023 Publication

The MARBLE dataset: Multi-Inhabitant Activities of Daily Living combining Wearable and Environmental Sensors Data, Arrotta, Luca; Civitarese, Gabriele; Bettini, Claudio, UNIMI Dataverse, V1, 2021 Dataset

Probabilistic Knowledge Infusion through Symbolic Features for Context-Aware Activity Recognition, Luca Arrotta, Gabriele Civitarese, Claudio Bettini, Pervasive and Mobile Computing, Elsevier, 2023. (DOI: 10.1016/j.pmcj.2023.101780), 2023 Publication