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Luca Arrotta
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Dexar: Deep explainable sensor-based activity recognition in smart-home environments
L Arrotta, G Civitarese, C Bettini
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022
182022
The MARBLE Dataset: Multi-inhabitant Activities of Daily Living Combining Wearable and Environmental Sensors Data
L Arrotta, C Bettini, G Civitarese
International Conference on Mobile and Ubiquitous Systems: Computing …, 2021
122021
Context-aware data association for multi-inhabitant sensor-based activity recognition
L Arrotta, C Bettini, G Civitarese, R Presotto
2020 21st IEEE International Conference on Mobile Data Management (MDM), 125-130, 2020
72020
MICAR: multi-inhabitant context-aware activity recognition in home environments
L Arrotta, C Bettini, G Civitarese
Distributed and Parallel Databases 41 (4), 571-602, 2023
62023
DOMINO: A Dataset for Context-Aware Human Activity Recognition using Mobile Devices
L Arrotta, G Civitarese, R Presotto, C Bettini
2023 24th IEEE International Conference on Mobile Data Management (MDM), 346-351, 2023
52023
Knowledge infusion for context-aware sensor-based human activity recognition
L Arrotta, G Civitarese, C Bettini
2022 IEEE International Conference on Smart Computing (SMARTCOMP), 1-8, 2022
52022
Neuro-Symbolic Approaches for Context-Aware Human Activity Recognition
L Arrotta, G Civitarese, C Bettini
arXiv preprint arXiv:2306.05058, 2023
22023
Probabilistic knowledge infusion through symbolic features for context-aware activity recognition
L Arrotta, G Civitarese, C Bettini
Pervasive and Mobile Computing 91, 101780, 2023
12023
ContextGPT: Infusing LLMs Knowledge into Neuro-Symbolic Activity Recognition Models
L Arrotta, C Bettini, G Civitarese, M Fiori
arXiv preprint arXiv:2403.06586, 2024
2024
Neuro-Symbolic AI Approaches for Sensor-Based Human Activity Recognition
L Arrotta
Università degli Studi di Milano, 2024
2024
Semantic Loss: A New Neuro-Symbolic Approach for Context-Aware Human Activity Recognition
L Arrotta, G Civitarese, C Bettini
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024
2024
SelfAct: Personalized Activity Recognition based on Self-Supervised and Active Learning
L Arrotta, G Civitarese, S Valente, C Bettini
arXiv preprint arXiv:2304.09530, 2023
2023
Explaining Human Activities Instances Using Deep Learning Classifiers
L Arrotta, G Civitarese, M Fiori, C Bettini
2022 IEEE 9th International Conference on Data Science and Advanced …, 2022
2022
Multi-inhabitant and explainable Activity Recognition in Smart Homes
L Arrotta
2021 22nd IEEE International Conference on Mobile Data Management (MDM), 264-266, 2021
2021
2023 24th IEEE International Conference on Mobile Data Management (MDM)| 979-8-3503-4101-0/23/$31.00© 2023 IEEE| DOI: 10.1109/MDM58254. 2023.00065
L Abdelhafeez, A Agrawal, Y Ai, M Alsaeed, D Amagata, C Anastasiou, ...
MDM 2022
A Zachariah, S Prasanna, T Cunningham, A Haldar, C Borsum, ...
SMARTCOMP 2022
L Arrotta, G Civitarese, AZM Faridee, A Chakma, Z Hasan, N Roy
SEMI-SUPERVISED LEARNING FOR MULTI-INHABITANT ACTIVITY RECOGNITION
L ARROTTA
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