1. Cost-sensitive ensemble learning: a unifying framework

   • George Petrides
   • Wouter Verbeke

   OriginalPaper Open access 28 September 2021 Pages: 1 - 28

   

2. End-to-end deep representation learning for time series clustering: a comparative study

   • Baptiste Lafabregue
   • Jonathan Weber
   • Germain Forestier

   OriginalPaper 16 October 2021 Pages: 29 - 81

   

3. Inferring range of information diffusion based on historical frequent items

   • Weiyi Liu
   • Kun Yue
   • Zhijian Zhang

   OriginalPaper 04 October 2021 Pages: 82 - 107

   

4. Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets

   • Tatiana Makhalova
   • Sergei O. Kuznetsov
   • Amedeo Napoli

   OriginalPaper Open access 04 October 2021 Pages: 108 - 145

   

5. Topic change point detection using a mixed Bayesian model

   • Xiaoling Lu
   • Yuxuan Guo
   • Feifei Wang

   OriginalPaper 17 October 2021 Pages: 146 - 173

   

6. Matrix sketching for supervised classification with imbalanced classes

   • Roberta Falcone
   • Laura Anderlucci
   • Angela Montanari

   OriginalPaper Open access 17 October 2021 Pages: 174 - 208

   

7. Generalized core maintenance of dynamic bipartite graphs

   • Wen Bai
   • Yadi Chen
   • Chuan Xu

   OriginalPaper 26 October 2021 Pages: 209 - 239

   

8. Temporal state change Bayesian networks for modeling of evolving multivariate state sequences: model, structure discovery and parameter estimation

   • Artur Mrowca
   • Florian Gyrock
   • Stephan Günnemann

   OriginalPaper Open access 01 November 2021 Pages: 240 - 294

   

9. Expected passes

   • Gabriel Anzer
   • Pascal Bauer

   OriginalPaper Open access 04 January 2022 Pages: 295 - 317

   

10. Controlling hallucinations at word level in data-to-text generation

    • Clement Rebuffel
    • Marco Roberti
    • Patrick Gallinari

    OriginalPaper Open access 22 October 2021 Pages: 318 - 354

    

11. An efficient procedure for mining egocentric temporal motifs

    • Antonio Longa
    • Giulia Cencetti
    • Andrea Passerini

    OriginalPaper Open access 12 November 2021 Pages: 355 - 378

    

12. Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions

    • Rianne M. Schouten
    • Marcos L. P. Bueno
    • Mykola Pechenizkiy

    OriginalPaper Open access 24 November 2021 Pages: 379 - 413

    

13. Sequential stratified regeneration: MCMC for large state spaces with an application to subgraph count estimation

    • Carlos H. C. Teixeira
    • Mayank Kakodkar
    • Bruno Ribeiro

    OriginalPaper 04 January 2022 Pages: 414 - 447

    

14. Strengthening ties towards a highly-connected world

    • Antonis Matakos
    • Aristides Gionis

    OriginalPaper Open access 04 January 2022 Pages: 448 - 476

    

15. A recurrent neural network architecture to model physical activity energy expenditure in older people

    • Stylianos Paraschiakos
    • Cláudio Rebelo de Sá
    • Arno Knobbe

    OriginalPaper Open access 10 January 2022 Pages: 477 - 512