Browsing "School of Computer Science" byAuthorGabrys, B

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Showing results 1 to 18 of 18
Issue DateTitleAuthor(s)
2023-01-01A Network Science Perspective of Graph Convolutional Networks: A SurveyJia, M; Gabrys, B; Musial, K
2022-01-01A Robust Comparative Analysis of Graph Neural Networks on Dynamic Link PredictionSkarding, J; Hellmich, M; Gabrys, B; Musial, K
2022-01-01Analysing Ego-Networks via Typed-Edge Graphlets: A Case Study of Chronic Pain PatientsJia, M; Van Alboom, M; Goubert, L; Bracke, P; Gabrys, B; Musial, K
2022-01-01Analysing Egocentric Networks via Local Structure and Centrality Measures: A Study on Chronic Pain PatientsJia, M; Alboom, MV; Goubert, L; Bracke, P; Gabrys, B; Musial, K
2021-07-01AutoWeka4MCPS-AVATAR: Accelerating automated machine learning pipeline composition and optimisationNguyen, T-D; Musial, K; Gabrys, B
2020-01-01AVATAR - Machine Learning Pipeline Evaluation Using Surrogate ModelNguyen, TD; Maszczyk, T; Musial, K; Zöller, MA; Gabrys, B
2024Corrections to ‘‘A Robust Comparative Analysis of Graph Neural Networks on Dynamic Link Prediction’’Skarding, J; Hellmich, M; Gabrys, B; Musial, K
2021Directed closure coefficient and its patterns.Jia, M; Gabrys, B; Musial, K
2021-09-20Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine LearningNguyen, T-D; Kedziora, DJ; Musial, K; Gabrys, B
2021-01-01Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A surveySkardinga, J; Gabrys, B; Musial, K
2021-01-01Measuring Quadrangle Formation in Complex NetworksJia, M; Gabrys, B; Musial, K
2020-08-23Multi-level Graph Convolutional Networks for Cross-platform Anchor Link PredictionChen, H; Yin, H; Sun, X; Chen, T; Gabrys, B; Musial, K
2024-04-01On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learningKedziora, DJ; Nguyen, TD; Musial, K; Gabrys, B
2023On the Effectiveness of Heterogeneous Ensembles Combining Graph Neural Networks and Heuristics for Dynamic Link PredictionSkarding, J; Gabrys, B; Musial, K
2023-01-01Review and Assessment of Digital Twin-Oriented Social Network SimulatorsWen, J; Gabrys, B; Musial, K
2023The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of IndustryScriven, A; Kedziora, DJ; Musial, K; Gabrys, B
2022-01-01Toward Digital Twin Oriented Modeling of Complex Networked Systems and Their Dynamics: A Comprehensive SurveyWen, J; Gabrys, B; Musial, K
2024Towards Digital Twin-Oriented Complex Networked Systems: Introducing heterogeneous node features and interaction rules.Wen, J; Gabrys, B; Musial, K; Naldi, M