Publications

(2023). Supporting Decision-Making Process on Higher Education Dropout by Analyzing Academic, Socioeconomic, and Equity Factors through Machine Learning and Survival Analysis Methods in the Latin American Context. IEEE Transactions on Visualization and Computer Graphics.

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(2022). SDA-Vis - A Visualization System for Student Dropout Analysis Based on Counterfactual Exploration. Applied Sciences.

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(2022). A Feature-based Trajectory Anomaly Detection. Special Issue of CLEI 2021 best papers (CLEIej).

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(2022). How Do Curricular Design Changes Impact Computer Science Programs? - A Case Study at San Pablo Catholic University in Peru. Education Sciences.

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(2021). A comparative study of WHO and WHEN prediction approaches for early identification of university students at dropout risk. In CLEI.

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(2021). Trajectory Anomaly Detection based on Similarity Analysis. In CLEI.

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(2021). CriPAV - Street-Level Crime Patterns Analysis and Visualization. IEEE Transactions on Visualization and Computer Graphics.

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(2020). Mirante - A visualization tool for analyzing urban crimes. In SIBGRAPI.

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(2019). CrimAnalyzer - Understanding Crime Patterns in São Paulo. IEEE Transactions on Visualization and Computer Graphics.

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(2016). iStar (i) An interactive star coordinates approach for high-dimensional data exploration. Computers & Graphics.

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