1. Multi-target prediction: a unifying view on problems and methods

   • Willem Waegeman
   • Krzysztof Dembczyński
   • Eyke Hüllermeier

   OriginalPaper 01 November 2018 Pages: 293 - 324

   

2. A tutorial on statistically sound pattern discovery

   • Wilhelmiina Hämäläinen
   • Geoffrey I. Webb

   OriginalPaper Open access 20 December 2018 Pages: 325 - 377

   

3. A review on distance based time series classification

   • Amaia Abanda
   • Usue Mori
   • Jose A. Lozano

   OriginalPaper 01 November 2018 Pages: 378 - 412

   

4. Interpretable multiple data streams clustering with clipped streams representation for the improvement of electricity consumption forecasting

   • Peter Laurinec
   • Mária Lucká

   OriginalPaper 16 November 2018 Pages: 413 - 445

   

5. Noise-free latent block model for high dimensional data

   • Charlotte Laclau
   • Vincent Brault

   OriginalPaper 15 November 2018 Pages: 446 - 473

   

6. DeepRank: improving unsupervised node ranking via link discovery

   • Yi-An Lai
   • Chin-Chi Hsu
   • Shou-De Lin

   OriginalPaper 02 January 2019 Pages: 474 - 498

   

7. Model-free inference of diffusion networks using RKHS embeddings

   • Shoubo Hu
   • Bogdan Cautis
   • Xiuqiang He

   OriginalPaper 17 January 2019 Pages: 499 - 525

   

8. Algorithms for approximate subtropical matrix factorization

   • Sanjar Karaev
   • Pauli Miettinen

   OriginalPaper Open access 18 December 2018 Pages: 526 - 576