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cs.LG2026
Robust Node Affinities via Jaccard-Biased Random Walks and Rank Aggregation
Bastian Pfeifer, Michael G. Schimek
Estimating node similarity is a fundamental task in network analysis and graph-based machine learning, with applications in clustering, community detection, classification, and rec…
cs.LG2022
Parea: multi-view ensemble clustering for cancer subtype discovery
Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek
Multi-view clustering methods are essential for the stratification of patients into sub-groups of similar molecular characteristics. In recent years, a wide range of methods has be…