Demo: EmoMarker: A Privacy-Preserving, Multi-Modal Sensing System for Dyadic Digital Biomarkers of Expressed Emotions for Patients with Dementia.
Yang LiDoris Sau-Fung YuShuangzhou ChenGuoliang XingHongkai ChenPublished in: MobiSys (2024)
Keyphrases
- multi modal
- privacy preserving
- privacy preserving data mining
- privacy preservation
- clinical trials
- vertically partitioned data
- early diagnosis
- multi modality
- multi party
- privacy preserving association rule mining
- audio visual
- data privacy
- high dimensional
- privacy sensitive
- sensitive information
- naive bayesian classification
- privacy concerns
- privacy protection
- private information
- data perturbation
- private data
- sensor networks
- sensitive data
- privacy requirements
- privacy guarantees
- privacy issues
- data publishing
- medical data
- scalar product
- horizontally partitioned
- differential privacy
- machine learning
- horizontally partitioned data