1. HARPA: hierarchical attention with relation paths for knowledge graph embedding adversarial learning

   • Naixin Zhang
   • Jinmeng Wang
   • Jieyue He

   OriginalPaper 29 November 2022 Pages: 521 - 551

   

2. Functional classwise principal component analysis: a classification framework for functional data analysis

   • Avishek Chatterjee
   • Satyaki Mazumder
   • Koel Das

   OriginalPaper 02 December 2022 Pages: 552 - 594

   

3. On computing exact means of time series using the move-split-merge metric

   • Jana Holznigenkemper
   • Christian Komusiewicz
   • Bernhard Seeger

   OriginalPaper Open access 09 January 2023 Pages: 595 - 626

   

4. DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams

   • Yue Lu
   • Renjie Wu
   • Eamonn Keogh

   OriginalPaper 11 January 2023 Pages: 627 - 669

   

5. MERLIN++: parameter-free discovery of time series anomalies

   • Takaaki Nakamura
   • Ryan Mercer
   • Eamonn Keogh

   OriginalPaper 16 January 2023 Pages: 670 - 709

   

6. Residual projection for quantile regression in vertically partitioned big data

   • Ye Fan
   • Jr-Shin Li
   • Nan Lin

   OriginalPaper 17 January 2023 Pages: 710 - 735

   

7. Exploring uplift modeling with high class imbalance

   • Otto Nyberg
   • Arto Klami

   OriginalPaper Open access 23 January 2023 Pages: 736 - 766

   

8. BDRI: block decomposition based on relational interaction for knowledge graph completion

   • Mei Yu
   • Jiujiang Guo
   • Ruiguo Yu

   OriginalPaper 03 February 2023 Pages: 767 - 787

   

9. Forecast evaluation for data scientists: common pitfalls and best practices

   • Hansika Hewamalage
   • Klaus Ackermann
   • Christoph Bergmeir

   OriginalPaper Open access 02 December 2022 Pages: 788 - 832

   

10. Methods for explaining Top-N recommendations through subgroup discovery

    • Mouloud Iferroudjene
    • Corentin Lonjarret
    • Martin Atzmueller

    OriginalPaper 28 November 2022 Pages: 833 - 872

    

11. Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers

    • Ashish Singh
    • Antonio Bevilacqua
    • Georgiana Ifrim

    OriginalPaper 21 December 2022 Pages: 873 - 912

    

12. Graph convolutional networks for traffic forecasting with missing values

    • Jingwei Zuo
    • Karine Zeitouni
    • Sandra Garcia-Rodriguez

    OriginalPaper Open access 16 December 2022 Pages: 913 - 947

    

13. Difference embedding for recommender systems

    • Peng Yi
    • Xiongcai Cai
    • Ziteng Li

    OriginalPaper 21 December 2022 Pages: 948 - 969

    

14. Generalized density attractor clustering for incomplete data

    • Richard Leibrandt
    • Stephan Günnemann

    OriginalPaper 18 January 2023 Pages: 970 - 1009

    

15. Scalable classifier-agnostic channel selection for multivariate time series classification

    • Bhaskar Dhariyal
    • Thach Le Nguyen
    • Georgiana Ifrim

    OriginalPaper 23 January 2023 Pages: 1010 - 1054