Zainab Abbas

According to our database, Zainab Abbas authored at least 14 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Energy-Efficient Privacy-Preserving Time-Series Forecasting on User Health Data Streams.

Muhammad Arsalan, Davide Di Matteo, Sana Imtiaz, Zainab Abbas, Vladimir Vlassov, Vadim Issakov

Proceedings of the IEEE International Conference on Trust, 2022

<i>GCNSplit</i>: bounding the state of streaming graph partitioning.

Michal Zwolak, Zainab Abbas, Sonia Horchidan, Paris Carbone, Vasiliki Kalavri

Proceedings of the aiDM '22: Proceedings of the Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2022

2021

Scalable Streaming Graph and Time Series Analysis Using Partitioning and Machine Learning.

Zainab Abbas

PhD thesis, 2021

Privacy Preserving Survival Prediction.

Stefano Fedeli, Frida Schain, Sana Imtiaz, Zainab Abbas, Vladimir Vlassov

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Graph Representation Matters in Device Placement.

Milko Mitropolitsky, Zainab Abbas, Amir Hossein Payberah

Proceedings of the DIDL'20: Proceedings of the Workshop on Distributed Infrastructures for Deep Learning, 2020

Privacy Preserving Time-Series Forecasting of User Health Data Streams.

Sana Imtiaz, Sonia-Florina Horchidan, Zainab Abbas, Muhammad Arsalan, Hassan Nazeer Chaudhry, Vladimir Vlassov

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Real-time Traffic Jam Detection and Congestion Reduction Using Streaming Graph Analytics.

Zainab Abbas, Paolo Sottovia, Mohamad Al Hajj Hassan, Daniele Foroni, Stefano Bortoli

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Scaling Deep Learning Models for Large Spatial Time-Series Forecasting.

Zainab Abbas, Jon Reginbald Ivarsson, Ahmad Al-Shishtawy, Vladimir Vlassov

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Streaming Graph Partitioning: An Experimental Study.

Zainab Abbas, Vasiliki Kalavri, Paris Carbone, Vladimir Vlassov

Proc. VLDB Endow., 2018

Evaluation of the Use of Streaming Graph Processing Algorithms for Road Congestion Detection.

Zainab Abbas, Thorsteinn Thorri Sigurdsson, Ahmad Al-Shishtawy, Vladimir Vlassov

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Short-Term Traffic Prediction Using Long Short-Term Memory Neural Networks.

Zainab Abbas, Ahmad Al-Shishtawy, Sarunas Girdzijauskas, Vladimir Vlassov

Proceedings of the 2018 IEEE International Congress on Big Data, 2018

2015

The Multidimensional Wave Equation with Generalized Acoustic Boundary Conditions II: Polynomial Stability.

Zainab Abbas, Serge Nicaise

SIAM J. Control. Optim., 2015

The Multidimensional Wave Equation with Generalized Acoustic Boundary Conditions I: Strong Stability.

Zainab Abbas, Serge Nicaise

SIAM J. Control. Optim., 2015

2013

Approximate range query processing in spatial network databases.

Haidar Al-Khalidi, Zainab Abbas, Maytham Safar

Multim. Syst., 2013