Fouad Alkhoury

University of Bonn — Germany

Computer Science · Physical Sciences

4h-index191citations10works0.82yr avg
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Research Topics

Advanced Graph Neural Networks(6), Topic Modeling(3), Complex Network Analysis Techniques(2), Algorithms and Data Compression(2), Evolutionary Algorithms and Applications(2)

Publications10 total

Splitting stump forests: tree ensemble compression for edge devices (extended version)
Machine Learning·2025· 1 citedOpen Access
Improving graph neural networks through feature importance learning
Machine Learning·2025Open Access
Learning to Rank Features to Enhance Graph Neural Networks for Graph Classification
Fraunhofer-Publica (Fraunhofer-Gesellschaft)·2025
Splitting Stump Forests: Tree Ensemble Compression for Edge Devices
Lecture notes in computer science·2025· 2 cited
Communication efficient distributed learning of neural networks in Big Data environments using Spark
2021 IEEE International Conference on Big Data (Big Data)·2021· 2 citedOpen Access
Decision Snippet Features
2021· 4 cited
TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation
arXiv (Cornell University)·2020· 10 citedOpen Access
Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding
Lecture notes in computer science·2020· 12 citedOpen Access
TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation
2020· 123 citedOpen Access
Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition
arXiv (Cornell University)·2019· 37 citedOpen Access

Frequent Co-authors

Chengjin Xu(4), Mojtaba Nayyeri(4), Hamed Shariat Yazdi(4), Jens Lehmann(4), Pascal Welke(4), Christian Bauckhage(2), Stefan Wrobel(2), Dennis Wegener(1), Karl-Heinz Sylla(1), Michael Möck(1), Sebastian Buschjäger(1), Tamas Horvath(1), Stefan Wrobel(1), Tamás Horváth(1)