Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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12 results for Petros Zerfos

“The squawk Bot”^*: Joint learning of time series and text data modalities for automated financial information filtering
- - Xuan-Hong Dang
  - Syed Yousaf Shah
  - et al.
- 2021
- IJCAI 2020
Towards Relevancy Aware Service Oriented Systems in WSNs
- - Syed Yousaf Shah
  - Boleslaw K. Szymanski
  - et al.
- 2016
- IEEE-TSC
AutoAI-TS: AutoAI for Time Series Forecasting
- - Syed Yousaf Shah
  - Dhaval Patel
  - et al.
- 2021
- SIGMOD 2021
Seq2graph: Discovering Dynamic Non-linear Dependencies from Multivariate Time Series
- - Xuan-Hong Dang
  - Syed Yousaf Shah
  - et al.
- 2019
- Big Data 2019
Unsupervised Threshold Autoencoder to Analyze and Understand Sentence Elements
- - Xuan-Hong Dang
  - Raji Akella
  - et al.
- 2018
- Big Data 2018
Root Cause Detection using Dynamic Dependency Graphs from Time Series Data
- - Syed Yousaf Shah
  - Xuan-Hong Dang
  - et al.
- 2018
- Big Data 2018
Dependency analysis of cloud applications for performance monitoring using recurrent neural networks
- - Syed Yousaf Shah
  - Zengwen Yuan
  - et al.
- 2017
- Big Data 2017
Ranking the importance of ontology concepts using document summarization techniques
- - Youngho Kim
  - Petros Zerfos
  - et al.
- 2017
- Big Data 2017
MP-trie: Fast spatial queries on moving objects
- - Raghu Ganti
  - Mudhakar Srivatsa
  - et al.
- 2016
- Middleware 2016
Data-at-rest security for spark
- - Syed Yousaf Shah
  - Brent Paulovicks
  - et al.
- 2016
- Big Data 2016