Fuchs, Mathias Christian

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2023

Fuchs, Mathias; Riesen, Kaspar (2023). Matching-Graphs for Building Classification Ensembles. In: International Workshop on Graph-Based Representations in Pattern Recognition. Lecture Notes in Computer Science: Vol. 14121 (pp. 102-112). Cham: Springer 10.1007/978-3-031-42795-4_10

2022

Fuchs, Mathias; Riesen, Kaspar (2022). A novel way to formalize stable graph cores by using matching-graphs. Pattern recognition, 131 Elsevier 10.1016/j.patcog.2022.108846

Fuchs, Mathias; Riesen, Kaspar (2022). Iterative Creation of Matching-Graphs - Finding Relevant Substructures in Graph Sets. In: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 25th Iberoamerican Congress, CIARP 2021. Lecture Notes in Computer Science: Vol. 12702 (pp. 382-391). Springer 10.1007/978-3-030-93420-0_36

Fuchs, Mathias; Riesen, Kaspar (2022). Graph Augmentation for Neural Networks Using Matching-Graphs. In: ANNPR 2022: Artificial Neural Networks in Pattern Recognition. Lecture Notes in Computer Science: Vol. 13739 (pp. 3-15). Cham: Springer 10.1007/978-3-031-20650-4_1

Fuchs, Mathias; Riesen, Kaspar (2022). Augment Small Training Sets Using Matching-Graphs. In: ICPRAI: International Conference on Pattern Recognition and Artificial Intelligence. Lecture Notes in Computer Science: Vol. 13364 (pp. 343-354). Cham: Springer 10.1007/978-3-031-09282-4_29

2021

Fuchs, Mathias; Riesen, Kaspar (2021). Graph Embedding in Vector Spaces Using Matching-Graphs. In: SISAP 2021 14th International Conference on Similarity Search and Applications, SISAP 2021. Lecture Notes in Computer Science: Vol. 13058 (pp. 352-363). Springer 10.1007/978-3-030-89657-7_26

2020

Fuchs, Mathias; Riesen, Kaspar (2020). Matching of Matching-Graphs - A Novel Approach for Graph Classification. In: Proceedings of 2020 25th International Conference on Pattern Recognition (ICPR).

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