53 citations · 57 across the 3 of their papers we have counts for
3 papers
Plotly-Resampler: Effective Visual Analytics for Large Time Series
Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost +1
Visual analytics is arguably the most important step in getting acquainted with your data. This is especially the case for time series, as this data type is hard to describe and ca…
Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring
Jeroen Van Der Donckt, Jonas Van Der Donckt, Emiel Deprost +4
Over the last few years, research in automatic sleep scoring has mainly focused on developing increasingly complex deep learning architectures. However, recently these approaches a…
tsflex: flexible time series processing & feature extraction
Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost +1
Time series processing and feature extraction are crucial and time-intensive steps in conventional machine learning pipelines. Existing packages are limited in their applicability,…