2 papers
cs.LG2025
Benchmark It Yourself (BIY): Preparing a Dataset and Benchmarking AI Models for Scatterplot-Related Tasks
João Palmeiro, Diogo Duarte, Rita Costa +1
AI models are increasingly used for data analysis and visualization, yet benchmarks rarely address scatterplot-specific tasks, limiting insight into performance. To address this ga…
cs.LG2024
"Show Me What's Wrong!": Combining Charts and Text to Guide Data Analysis
Beatriz Feliciano, Rita Costa, Jean Alves +3
Analyzing and finding anomalies in multi-dimensional datasets is a cumbersome but vital task across different domains. In the context of financial fraud detection, analysts must qu…