Publications

2020	Discovering protein drug targets using knowledge graph embeddings. Sameh K. Mohamed, Vit Novacek, and Aayah Nounu. Bioinformatics 36(2).
	Biological applications of knowledge graph embedding models. Sameh K. Mohamed, Aayah Nounu, and Vit Novacek. Briefings in Bioinformatics.
	Predicting tissue-specific protein functions using multi-part tensor decomposition. Sameh K. Mohamed. Information Sciences.
2019	Loss Functions in Knowledge Graph Embedding Models. Sameh K. Mohamed, Vit Novacek, Pierre-Yves Vandenbussche, and Emir Muñoz. Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2019) Co-located with the 16th Extended Semantic Web Conference 2019 (ESWC 2019), Portoroz, Slovenia, June 2, 2019 (CEUR Workshop Proceedings).
	Link Prediction Using Multi Part Embeddings. Sameh K. Mohamed and Vit Novacek. The Semantic Web - 16th International Conference, ESWC 2019, Portoro\vz, Slovenia, June 2-6, 2019, Proceedings (Lecture Notes in Computer Science).
	Drug target discovery using knowledge graph embeddings. Sameh K. Mohamed, Aayah Nounu, and Vit Novacek. Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, SAC 2019, Limassol, Cyprus, April 8-12, 2019.
	DVP: Data Visualization Platform. Waleed A. Yousef, Ahmed A. Abouelkahire, Omar S. Marzouk, Sameh K. Mohamed, and Mohamed N. Alaggan. CoRR.
	Unsupervised Hierarchical Grouping of Knowledge Graph Entities. Sameh K. Mohamed. CoRR.
	Method and System for Image Analysis to Detect Cancer. Waleed A. Yousef, Ahmed A. Abouelkahire, Deyaaeldeen Almahallawi, Omar S. Marzouk, Sameh K. Mohamed, Waleed A. Mustafa, Omar M. Osama, Ali A. Saleh, and Naglaa M. Abdelrazek. CoRR.
2018	Knowledge base completion using distinct subgraph paths. Sameh K. Mohamed, Vit Novacek, and Pierre-Yves Vandenbussche. Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018, Pau, France, April 09-13, 2018.
2017	Identifying Equivalent Relation Paths in Knowledge Graphs. Sameh K. Mohamed, Emir Muñoz, Vit Novacek, and Pierre-Yves Vandenbussche. Language, Data, and Knowledge - First International Conference, LDK 2017, Galway, Ireland, June 19-20, 2017, Proceedings (Lecture Notes in Computer Science).