42 citations · 64 across the 4 of their papers we have counts for
4 papers
Diagnosing Concept Drift with Visual Analytics
Weikai Yang, Zhen Li, Mengchen Liu +4
Concept drift is a phenomenon in which the distribution of a data stream changes over time in unforeseen ways, causing prediction models built on historical data to become inaccura…
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples
Changjian Chen, Jun Yuan, Yafeng Lu +4
One major cause of performance degradation in predictive models is that the test samples are not well covered by the training data. Such not well-represented samples are called OoD…
Same Stats, Different Graphs: Exploring the Space of Graphs in Terms of Graph Properties
Hang Chen, Vahan Huroyan, Utkarsh Soni +3
Data analysts commonly utilize statistics to summarize large datasets. While it is often sufficient to explore only the summary statistics of a dataset (e.g., min/mean/max), Anscom…
Same Stats, Different Graphs (Graph Statistics and Why We Need Graph Drawings)
Hang Chen, Utkarsh Soni, Yafeng Lu +3
Data analysts commonly utilize statistics to summarize large datasets. While it is often sufficient to explore only the summary statistics of a dataset (e.g., min/mean/max), Anscom…