Henrique O. Marques

发表论文 11 篇 · 总被引 182 次 · h-index 5

代表论文

• On the internal evaluation of unsupervised outlier detection (2015 · International Conference on Statistical and Scientific Database Management · 被引 57)
• On the Evaluation of Outlier Detection and One-Class Classification Methods (2016 · International Conference on Data Science and Advanced Analytics · 被引 53)
• On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles (2023 · Data mining and knowledge discovery · 被引 32)
• Internal Evaluation of Unsupervised Outlier Detection (2020 · ACM Transactions on Knowledge Discovery from Data · 被引 20)
• Evaluating outlier probabilities: assessing sharpness, refinement, and calibration using stratified and weighted measures (2024 · Data mining and knowledge discovery · 被引 11)
• Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version) (2024 · Similarity Search and Applications · 被引 4)