Syed Yousaf Shah

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 11

Top Topics

Multivariate Time Series

Recurrent Neural Networks

Dependency Graphs

Top Venues

IEEE Trans. Serv. Comput.

SIGMOD Conference

Publications

Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos
AutoAI-TS: AutoAI for Time Series Forecasting. CoRR (2021)
Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos
AutoAI-TS: AutoAI for Time Series Forecasting. SIGMOD Conference (2021)
Dhaval Patel, Syed Yousaf Shah, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty, Jayant Kalagnanam
FLOps: On Learning Important Time Series Features for Real-Valued Prediction. IEEE BigData (2020)
Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos
"The Squawk Bot": Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering. IJCAI (2020)
Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos
"The Squawk Bot": Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering. CoRR (2019)
Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos
seq2graph: Discovering Dynamic Non-linear Dependencies from Multivariate Time Series. IEEE BigData (2019)
Syed Yousaf Shah, Xuan-Hong Dang, Petros Zerfos
Root Cause Detection using Dynamic Dependency Graphs from Time Series Data. IEEE BigData (2018)
Xuan-Hong Dang, Syed Yousaf Shah, Petros Zerfos
seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention. CoRR (2018)
Syed Yousaf Shah, Zengwen Yuan, Songwu Lu, Petros Zerfos
Dependency analysis of cloud applications for performance monitoring using recurrent neural networks. IEEE BigData (2017)
Syed Yousaf Shah, Boleslaw K. Szymanski, Petros Zerfos, Christopher Gibson
Towards Relevancy Aware Service Oriented Systems in WSNs. IEEE Trans. Serv. Comput. 9 (2) (2016)
Syed Yousaf Shah, Brent Paulovicks, Petros Zerfos
Data-at-rest security for spark. IEEE BigData (2016)