Výsledky vyhledávání - "Hung-Son Nguyen"

Akademický článek

Clustering-Based Frequent Pattern Mining Framework for Solving Cold-Start Problem in Recommender Systems

Autor: Eyad Kannout, Marek Grzegorowski, Michal Grodzki, Hung Son Nguyen

Publikováno v: IEEE Access, Vol 12, Pp 13678-13698 (2024)

Recommender systems (RS) are substantial for online shopping or digital content services. However, due to some data characteristics or insufficient historical data, may encounter considerable difficulties impacting the quality of their recommendation

Externí odkaz: https://doaj.org/article/054df975fd5c4dfd8076164857bbd560

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Akademický článek

A Method for Closed Frequent Subgraph Mining in a Single Large Graph

Autor: Lam B. Q. Nguyen, Loan T. T. Nguyen, Ivan Zelinka, Vaclav Snasel, Hung Son Nguyen, Bay Vo

Publikováno v: IEEE Access, Vol 9, Pp 165719-165733 (2021)

Mining frequent subgraphs is an interesting and important problem in the graph mining field, in that mining frequent subgraphs from a single large graph has been strongly developed, and has recently attracted many researchers. Among them, MNI-based a

Externí odkaz: https://doaj.org/article/972a774909754efa93b1e65024799d45

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Akademický článek

Towards a Broad-Persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments

Autor: Hung Son Nguyen, Francisco Cruz, Richard Dazeley

Publikováno v: Sensors, Vol 23, Iss 5, p 2681 (2023)

Deep Reinforcement Learning (DeepRL) methods have been widely used in robotics to learn about the environment and acquire behaviours autonomously. Deep Interactive Reinforcement 2 Learning (DeepIRL) includes interactive feedback from an external trai

Externí odkaz: https://doaj.org/article/f66e768d39ca489d9fe912c6b3915f82

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