Special Issue on Discovery Science (2018)

Articles (9 in this collection)

1. Incremental predictive clustering trees for online semi-supervised multi-target regression

   Authors

   • Aljaž Osojnik
   • Panče Panov
   • Sašo Džeroski

   • Content type: OriginalPaper
   • Open Access
   • Published: 28 October 2020

   • Pages: 2121 - 2139

   

2. Guest editors’ introduction to the special issue on Discovery Science

   Authors

   • Larisa Soldatova
   • Joaquin Vanschoren

   • Content type: EditorialNotes
   • Published: 20 October 2020

   • Pages: 1993 - 1995

3. Multi-label feature ranking with ensemble methods

   Authors

   • Matej Petković
   • Sašo Džeroski
   • Dragi Kocev

   • Content type: OriginalPaper
   • Published: 13 October 2020

   • Pages: 2141 - 2159

   

4. Evaluating time series forecasting models: an empirical study on performance estimation methods

   Authors

   • Vitor Cerqueira
   • Luis Torgo
   • Igor Mozetič

   • Content type: OriginalPaper
   • Published: 13 October 2020

   • Pages: 1997 - 2028

   

5. Bonsai: diverse and shallow trees for extreme multi-label classification

   Authors

   • Sujay Khandagale
   • Han Xiao
   • Rohit Babbar

   • Content type: OriginalPaper
   • Open Access
   • Published: 23 August 2020

   • Pages: 2099 - 2119

   

6. Ensembles of extremely randomized predictive clustering trees for predicting structured outputs

   Authors

   • Dragi Kocev
   • Michelangelo Ceci
   • Tomaž Stepišnik

   • Content type: OriginalPaper
   • Published: 17 August 2020

   • Pages: 2213 - 2241

   

7. Predicting rice phenotypes with meta and multi-target learning

   Authors

   • Oghenejokpeme I. Orhobor
   • Nickolai N. Alexandrov
   • Ross D. King

   • Content type: OriginalPaper
   • Open Access
   • Published: 02 August 2020

   • Pages: 2195 - 2212

8. Unsupervised representation learning with Minimax distance measures

   Authors

   • Morteza Haghir Chehreghani

   • Content type: OriginalPaper
   • Open Access
   • Published: 28 July 2020

   • Pages: 2063 - 2097

   

9. Embedding-based Silhouette community detection

   Authors

   • Blaž Škrlj
   • Jan Kralj
   • Nada Lavrač

   • Content type: OriginalPaper
   • Open Access
   • Published: 27 July 2020

   • Pages: 2161 - 2193