Efficiently Discovering Locally Exceptional Yet Globally Representative Subgroups. - Janis Kalofolias; Mario Boley; Jilles Vreeken (ICDM, 2017)

From sets of good redescriptions to good sets of redescriptions. - Janis Kalofolias; Esther Galbrun; Pauli Miettinen (Knowl. Inf. Syst., 2018)

Discovering Robustly Connected Subgraphs with Simple Descriptions. - Janis Kalofolias; Mario Boley; Jilles Vreeken (ICDM, 2019)

SUSAN: The Structural Similarity Random Walk Kernel. - Janis Kalofolias; Pascal Welke; Jilles Vreeken (SDM, 2021)

Naming the Most Anomalous Cluster in Hilbert Space for Structures with Attribute Information. - Janis Kalofolias; Jilles Vreeken (AAAI, 2022)

Omen: discovering sequential patterns with reliable prediction delays. - Joscha Cüppers; Janis Kalofolias; Jilles Vreeken (Knowl. Inf. Syst., 2022)

Subgroup discovery for structured target concepts. - Janis Kalofolias (2023)

Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence. - Sascha Xu; Nils Philipp Walter; Janis Kalofolias; Jilles Vreeken (ICML, 2024)