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06/05/2023
Beyond Generating Code: Evaluating GPT on a Data Visualization Course
This paper presents an empirical evaluation of the performance of the Ge...
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12/01/2020
Applying Machine Learning Advances to Data Visualization: A Survey on ML4VIS
Inspired by the great success of machine learning (ML), researchers have...
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11/22/2020
GNNVis: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks
Graph Neural Networks (GNNs) aim to extend deep learning techniques to g...
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07/30/2020
Visual Analysis of Discrimination in Machine Learning
The growing use of automated decision-making in critical applications, s...
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02/12/2020
HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning Models
In this paper, we present a visual analytics tool for enabling hypothesi...
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07/31/2019
Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline
Designers need to consider not only perceptual effectiveness but also vi...
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07/17/2019
DeepDrawing: A Deep Learning Approach to Graph Drawing
Node-link diagrams are widely used to facilitate network explorations. H...
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07/12/2019
Narvis: Authoring Narrative Slideshows for Introducing Data Visualization Designs
Visual designs can be complex in modern data visualization systems, whic...
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02/13/2019