Matej Bevec
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View article: Hybrid music recommendation with graph neural networks
Hybrid music recommendation with graph neural networks Open
Modern music streaming services rely on recommender systems to help users navigate within their large collections. Collaborative filtering (CF) methods, that leverage past user–item interactions, have been most successful, but have various…
View article: Multimodal AutoML via Representation Evolution
Multimodal AutoML via Representation Evolution Open
With the increasing amounts of available data, learning simultaneously from different types of inputs is becoming necessary to obtain robust and well-performing models. With the advent of representation learning in recent years, lower-dime…
View article: Ontology Completion with Graph-Based Machine Learning: A Comprehensive Evaluation
Ontology Completion with Graph-Based Machine Learning: A Comprehensive Evaluation Open
Increasing quantities of semantic resources offer a wealth of human knowledge, but their growth also increases the probability of wrong knowledge base entries. The development of approaches that identify potentially spurious parts of a giv…
View article: Link Analysis meets Ontologies: Are Embeddings the Answer?
Link Analysis meets Ontologies: Are Embeddings the Answer? Open
The increasing amounts of semantic resources offer valuable storage of human knowledge; however, the probability of wrong entries increases with the increased size. The development of approaches that identify potentially spurious parts of …