1. MLife: a lite framework for machine learning lifecycle initialization

   • Cong Yang
   • Wenfeng Wang
   • John See

   OriginalPaper 14 October 2021 Pages: 2993 - 3013

   

2. Tensor decision trees for continual learning from drifting data streams

   • Bartosz Krawczyk

   OriginalPaper 24 September 2021 Pages: 3015 - 3035

   

3. Deep learning and multivariate time series for cheat detection in video games

   • José Pedro Pinto
   • André Pimenta
   • Paulo Novais

   OriginalPaper 14 October 2021 Pages: 3037 - 3057

   

4. RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classification

   • Michał Koziarski
   • Colin Bellinger
   • Michał Woźniak

   OriginalPaper Open access 14 October 2021 Pages: 3059 - 3093

   

5. A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes

   • Alessio Benavoli
   • Dario Azzimonti
   • Dario Piga

   OriginalPaper Open access 13 September 2021 Pages: 3095 - 3133

   

6. Data driven conditional optimal transport

   • Esteban G. Tabak
   • Giulio Trigila
   • Wenjun Zhao

   OriginalPaper 01 October 2021 Pages: 3135 - 3155

   

7. Misalignment problem in matrix decomposition with missing values

   • Sofia Fernandes
   • Mário Antunes
   • Rui L. Aguiar

   OriginalPaper 28 April 2021 Pages: 3157 - 3175

   

8. Sparse classification: a scalable discrete optimization perspective

   • Dimitris Bertsimas
   • Jean Pauphilet
   • Bart Van Parys

   OriginalPaper 02 November 2021 Pages: 3177 - 3209

   

9. HIVE-COTE 2.0: a new meta ensemble for time series classification

   • Matthew Middlehurst
   • James Large
   • Anthony Bagnall

   OriginalPaper Open access 24 September 2021 Pages: 3211 - 3243

   

10. Loss aware post-training quantization

    • Yury Nahshan
    • Brian Chmiel
    • Avi Mendelson

    OriginalPaper 01 October 2021 Pages: 3245 - 3262