Sameh K. Mohamed

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 17

Top Topics

Graph Embedding

Tensor Decomposition

Biological Data

Top Venues

Publications

Adrianna Janik, Maria Torrente, Luca Costabello, Virginia Calvo, Brian Walsh, Carlos Camps, Sameh K. Mohamed, Ana L. Ortega, Vít Novácek, Bartomeu Massutí, Pasquale Minervini, M. Rosario Garcia Campelo, Edel del Barco, Joaquim Bosch-Barrera, Ernestina Menasalvas, Mohan Timilsina, Mariano Provencio
Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients. CoRR (2022)
Sameh K. Mohamed, Brian Walsh, Mohan Timilsina, Vít Novácek, Maria Torrente, Fabio Franco, Mariano Provencio, Adrianna Janik, Luca Costabello, Pontus Stenetorp, Pasquale Minervini
On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer. AMIA (2021)
Sameh K. Mohamed, Emir Muñoz, Vít Novácek
On Training Knowledge Graph Embedding Models. Inf. 12 (4) (2021)
Sameh K. Mohamed, Aayah Nounu, Vít Novácek
Biological applications of knowledge graph embedding models. Briefings Bioinform. 22 (2) (2021)
Sameh K. Mohamed, Vít Novácek, Aayah Nounu
Discovering protein drug targets using knowledge graph embeddings. Bioinform. 36 (2) (2020)
Brian Walsh, Sameh K. Mohamed, Vít Novácek
BioKG: A Knowledge Graph for Relational Learning On Biological Data. CIKM (2020)
Vít Novácek, Gavin McGauran, David Matallanas, Adrián Vallejo Blanco, Piero Conca, Emir Muñoz, Luca Costabello, Kamalesh Kanakaraj, Zeeshan Nawaz, Brian Walsh, Sameh K. Mohamed, Pierre-Yves Vandenbussche, Colm J. Ryan, Walter Kolch, Dirk Fey
Accurate prediction of kinase-substrate networks using knowledge graphs. PLoS Comput. Biol. 16 (12) (2020)
Sameh K. Mohamed
Predicting tissue-specific protein functions using multi-part tensor decomposition. Inf. Sci. 508 (2020)
Waleed A. Yousef, Ahmed A. Abouelkahire, Omar S. Marzouk, Sameh K. Mohamed, Mohamed N. Alaggan
DVP: Data Visualization Platform. CoRR (2019)
Sameh K. Mohamed
Unsupervised Hierarchical Grouping of Knowledge Graph Entities. LASCAR@ESWC (2019)
Waleed A. Yousef, Ahmed A. Abouelkahire, Deyaaeldeen Almahallawi, Omar S. Marzouk, Sameh K. Mohamed, Waleed A. Mustafa, Omar M. Osama, Ali A. Saleh, Naglaa M. Abdelrazek
Method and System for Image Analysis to Detect Cancer. CoRR (2019)
Sameh K. Mohamed, Vít Novácek, Pierre-Yves Vandenbussche, Emir Muñoz
Loss Functions in Knowledge Graph Embedding Models. DL4KG@ESWC (2019)
Sameh K. Mohamed
Unsupervised Hierarchical Grouping of Knowledge Graph Entities. CoRR (2019)
Sameh K. Mohamed, Vít Novácek
Link Prediction Using Multi Part Embeddings. ESWC (2019)
Sameh K. Mohamed, Aayah Nounu, Vít Novácek
Drug target discovery using knowledge graph embeddings. SAC (2019)
Sameh K. Mohamed, Vít Novácek, Pierre-Yves Vandenbussche
Knowledge base completion using distinct subgraph paths. SAC (2018)
Sameh K. Mohamed, Emir Muñoz, Vít Novácek, Pierre-Yves Vandenbussche
Identifying Equivalent Relation Paths in Knowledge Graphs. LDK (2017)