10 citations · 15 across the 3 of their papers we have counts for
3 papers
TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation
Abhyuday Desai, Cynthia Freeman, Zuhui Wang +1
Recent work in synthetic data generation in the time-series domain has focused on the use of Generative Adversarial Networks. We propose a novel architecture for synthetically gene…
Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis
Cynthia Freeman, Jonathan Merriman, Abhinav Aggarwal +2
In (Yang et al. 2016), a hierarchical attention network (HAN) is created for document classification. The attention layer can be used to visualize text influential in classifying t…
An Annotated Corpus of Relational Strategies in Customer Service
Ian Beaver, Cynthia Freeman, Abdullah Mueen
We create and release the first publicly available commercial customer service corpus with annotated relational segments. Human-computer data from three live customer service Intel…