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