27 citations · 60 across the 5 of their papers we have counts for
5 papers
Security and Privacy in Big Data Sharing: State-of-the-Art and Research Directions
Houda Ferradi, Jiannong Cao, Shan Jiang +2
Big Data Sharing (BDS) refers to the act of the data owners to share data so that users can find, access and use data according to the agreement. In recent years, BDS has been an e…
AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets
Yuqing Zhao, Divya Saxena, Jiannong Cao
Managing heterogeneous datasets that vary in complexity, size, and similarity in continual learning presents a significant challenge. Task-agnostic continual learning is necessary…
Time Series Clustering for Human Behavior Pattern Mining
Rohan Kabra, Divya Saxena, Dhaval Patel +1
Human behavior modeling deals with learning and understanding behavior patterns inherent in humans' daily routines. Existing pattern mining techniques either assume human dynamics…
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions
Divya Saxena, Jiannong Cao
Generative Adversarial Networks (GANs) is a novel class of deep generative models which has recently gained significant attention. GANs learns complex and high-dimensional distribu…
D-GAN: Deep Generative Adversarial Nets for Spatio-Temporal Prediction
Divya Saxena, Jiannong Cao
Spatio-temporal (ST) data for urban applications, such as taxi demand, traffic flow, regional rainfall is inherently stochastic and unpredictable. Recently, deep learning based ST…