Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Poštuvan, Tim"'
Many applications in traffic, civil engineering, or electrical engineering revolve around edge-level signals. Such signals can be categorized as inherently directed, for example, the water flow in a pipe network, and undirected, like the diameter of
Externí odkaz:
http://arxiv.org/abs/2410.16935
Anomaly detection in continuous-time dynamic graphs is an emerging field yet under-explored in the context of learning algorithms. In this paper, we pioneer structured analyses of link-level anomalies and graph representation learning for identifying
Externí odkaz:
http://arxiv.org/abs/2405.18050
There is no such thing as a perfect dataset. In some datasets, deep neural networks discover underlying heuristics that allow them to take shortcuts in the learning process, resulting in poor generalization capability. Instead of using standard cross
Externí odkaz:
http://arxiv.org/abs/2211.13331
One of the most important factors that contribute to the success of a machine learning model is a good training objective. Training objective crucially influences the model's performance and generalization capabilities. This paper specifically focuse
Externí odkaz:
http://arxiv.org/abs/2203.16162
Publikováno v:
Applied Informatics Vol 29 No 2 (2021), 83-94
In social network science, Facebook is one of the most interesting and widely used social networks and media platforms. Its data contributed to significant evolution of social network research and link prediction techniques, which are important tools
Externí odkaz:
http://arxiv.org/abs/2008.00308
Autor:
POŠTUVAN, TIM
One of the most important factors which contributes to success of a machine learning model is good training objective. Training objective crucially influences model’s performance and generalization capabilities. We focus on graph neural network tra
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3505::172f1ee69828eaa85777d950b85eccef
https://hdl.handle.net/20.500.12556/RUL-128919
https://hdl.handle.net/20.500.12556/RUL-128919
Publikováno v:
Uporabna Informatika; Apr-Jun2021, Issue 29, p83-94, 12p
