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07/05/2023
tsdownsample: high-performance time series downsampling for scalable visualization
Interactive line chart visualizations greatly enhance the effective expl...
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04/29/2023
MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB
Visualization plays an important role in analyzing and exploring time se...
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04/03/2023
Data Point Selection for Line Chart Visualization: Methodological Assessment and Evidence-Based Guidelines
Time series visualization plays a crucial role in identifying patterns a...
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07/15/2022
Do Not Sleep on Linear Models: Simple and Interpretable Techniques Outperform Deep Learning for Sleep Scoring
Over the last few years, research in automatic sleep scoring has mainly ...
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06/17/2022
Plotly-Resampler: Effective Visual Analytics for Large Time Series
Visual analytics is arguably the most important step in getting acquaint...
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06/16/2022
Powershap: A Power-full Shapley Feature Selection Method
Feature selection is a crucial step in developing robust and powerful ma...
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04/13/2022
Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-Adaptive Systems
Many software systems today face uncertain operating conditions, such as...
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11/24/2021