Janis Kalofolias

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 9

Top Topics

Structural Similarity

Subgroup Discovery

Sequential Patterns

Top Venues

Knowl. Inf. Syst.

Publications

Sascha Xu, Nils Philipp Walter, Janis Kalofolias, Jilles Vreeken
Learning Exceptional Subgroups by End-to-End Maximizing KL-divergence. CoRR (2024)
Janis Kalofolias, Jilles Vreeken
Naming the Most Anomalous Cluster in Hilbert Space for Structures with Attribute Information. AAAI (2022)
Joscha Cüppers, Janis Kalofolias, Jilles Vreeken
Omen: discovering sequential patterns with reliable prediction delays. Knowl. Inf. Syst. 64 (4) (2022)
Janis Kalofolias, Pascal Welke, Jilles Vreeken
SUSAN: The Structural Similarity Random Walk Kernel. SDM (2021)
Janis Kalofolias, Mario Boley, Jilles Vreeken
Discovering Robustly Connected Subgraphs with Simple Descriptions. ICDM (2019)
Janis Kalofolias, Esther Galbrun, Pauli Miettinen
From sets of good redescriptions to good sets of redescriptions. Knowl. Inf. Syst. 57 (1) (2018)
Janis Kalofolias, Mario Boley, Jilles Vreeken
Efficiently Discovering Locally Exceptional Yet Globally Representative Subgroups. ICDM (2017)
Janis Kalofolias, Mario Boley, Jilles Vreeken
Efficiently Discovering Locally Exceptional yet Globally Representative Subgroups. CoRR (2017)
Janis Kalofolias, Esther Galbrun, Pauli Miettinen
From Sets of Good Redescriptions to Good Sets of Redescriptions. ICDM (2016)