33.1k citations · 35.3k across the 95 of their papers we have counts for
5 papers · 1 filter
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
Chuxu Zhang, Dongjin Song, Yuncong Chen +7
Nowadays, multivariate time series data are increasingly collected in various real world systems, e.g., power plants, wearable devices, etc. Anomaly detection and diagnosis in mult…
Social Network Structure is Predictive of Health and Wellness
Suwen Lin, Louis Faust, Pablo Robles-Granda +1
Social networks influence health-related behaviors, such as obesity and smoking. While researchers have studied social networks as a driver for diffusion of influences and behavior…
CARL: Content-Aware Representation Learning for Heterogeneous Networks
Chuxu Zhang, Ananthram Swami, Nitesh V. Chawla
Heterogeneous networks not only present a challenge of heterogeneity in the types of nodes and relations, but also the attributes and content associated with the nodes. While recen…
Long-term Compliance Habits: What Early Data Tells Us
Louis Faust, Priscilla Jiménez, David Hachen +3
The rise in popularity of physical activity trackers provides extensive opportunities for research on personal health, however, barriers such as compliance attrition can lead to su…
Neural Tensor Factorization
Xian Wu, Baoxu Shi, Yuxiao Dong +2
Neural collaborative filtering (NCF) and recurrent recommender systems (RRN) have been successful in modeling user-item relational data. However, they are also limited in their ass…