1. Introduction to the special issue on discovery science

   • Michelangelo Ceci
   • Toon Calders

   EditorialNotes 31 July 2018 Pages: 1647 - 1649

2. A comparison of hierarchical multi-output recognition approaches for anuran classification

   • Juan G. Colonna
   • João Gama
   • Eduardo F. Nakamura

   OriginalPaper 05 July 2018 Pages: 1651 - 1671

   

3. Ensembles for multi-target regression with random output selections

   • Martin Breskvar
   • Dragi Kocev
   • Sašo Džeroski

   OriginalPaper 11 July 2018 Pages: 1673 - 1709

   

4. Reservoir of diverse adaptive learners and stacking fast hoeffding drift detection methods for evolving data streams

   • Ali Pesaranghader
   • Herna Viktor
   • Eric Paquet

   OriginalPaper 01 June 2018 Pages: 1711 - 1743

   

5. On analyzing user preference dynamics with temporal social networks

   • Fabíola S. F. Pereira
   • João Gama
   • Gina M. B. Oliveira

   OriginalPaper 23 July 2018 Pages: 1745 - 1773

   

6. Discovering a taste for the unusual: exceptional models for preference mining

   • Cláudio Rebelo de Sá
   • Wouter Duivesteijn
   • Arno Knobbe

   OriginalPaper Open access 09 July 2018 Pages: 1775 - 1807

   

7. Targeted and contextual redescription set exploration

   • Matej Mihelčić
   • Tomislav Šmuc

   OriginalPaper 05 July 2018 Pages: 1809 - 1846

   

8. Probabilistic frequent subtrees for efficient graph classification and retrieval

   • Pascal Welke
   • Tamás Horváth
   • Stefan Wrobel

   OriginalPaper 14 November 2017 Pages: 1847 - 1873

   

9. Analyzing business process anomalies using autoencoders

   • Timo Nolle
   • Stefan Luettgen
   • Max Mühlhäuser

   OriginalPaper 27 April 2018 Pages: 1875 - 1893