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Data Mining and Knowledge Discovery

Ausgabe 2/2020

Inhalt (8 Artikel)

Open Access

A survey and benchmarking study of multitreatment uplift modeling

Diego Olaya, Kristof Coussement, Wouter Verbeke

On normalization and algorithm selection for unsupervised outlier detection

Sevvandi Kandanaarachchi, Mario A. Muñoz, Rob J. Hyndman, Kate Smith-Miles

Open Access

SIAS-miner: mining subjectively interesting attributed subgraphs

Anes Bendimerad, Ahmad Mel, Jefrey Lijffijt, Marc Plantevit, Céline Robardet, Tijl De Bie

Identifying exceptional (dis)agreement between groups

Adnene Belfodil, Sylvie Cazalens, Philippe Lamarre, Marc Plantevit

Mining relaxed functional dependencies from data

Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese

Parameterized low-rank binary matrix approximation

Fedor V. Fomin, Petr A. Golovach, Fahad Panolan

Integer programming ensemble of temporal relations classifiers

Catherine Kerr, Terri Hoare, Paula Carroll, Jakub Mareček