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1. Methods of network embeddings and their applications Ilya Makarov, 2021, doctoral dissertation Keywords: graph embeddings, information fusion, node classification, link prediction, node clustering, community detection, graph visualization, network science |
2. Enhancing food composition databases Marko Možina, 2023, undergraduate thesis Keywords: food composition database, nutrient values, missing data, graph machine learning, knowledge graph embeddings, data exploration, missing value imputation, ampligraph |
3. Network representational learning for classification of patients with neurological disorders BISERA NIKOLOSKA, 2023, undergraduate thesis Keywords: complex networks, brain networks, graph embeddings, machine learning, classification |