2 citations · 5 across the 5 of their papers we have counts for
5 papers
Multimodal Wearable-Based Olfactory-Induced Emotion Recognition in Arousal-Valence Dimensions
Chen-Yang Xu, Lan Zhang, Fei-Yi Fan +2
Olfaction is important for emotion regulation because it acts as a non-intrusive and cognitively lightweight pathway that directly engages the brain s affective circuitry and achie…
Auto-Augmentation Contrastive Learning for Wearable-based Human Activity Recognition
Qingyu Wu, Jianfei Shen, Feiyi Fan +3
For low-semantic sensor signals from human activity recognition (HAR), contrastive learning (CL) is essential to implement novel applications or generic models without manual annot…
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines
Zhaojing Luo, Sai Ho Yeung, Meihui Zhang +7
With the ever-increasing adoption of machine learning for data analytics, maintaining a machine learning pipeline is becoming more complex as both the datasets and trained models e…
Attentive Geo-Social Group Recommendation
Fei Yu, Feiyi Fan, Shouxu Jiang +1
Social activities play an important role in people's daily life since they interact. For recommendations based on social activities, it is vital to have not only the activity infor…
The Disruptions of 5G on Data-driven Technologies and Applications
Dumitrel Loghin, Shaofeng Cai, Gang Chen +12
With 5G on the verge of being adopted as the next mobile network, there is a need to analyze its impact on the landscape of computing and data management. In this paper, we analyze…