Henrique O. Marques

12 papers A 1B 5Journal 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
What do anomaly scores actually mean? Dynamic characteristics beyond accuracy.
Data Min. Knowl. Discov.
Félix Iglesias Vázquez, Henrique O. Marques, Arthur Zimek, Tanja Zseby
2024 A conf
Dimensionality-Aware Outlier Detection.
SDM
Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
2024 J jnl
Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis.
CoRR
Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
2024 J jnl
Evaluating outlier probabilities: assessing sharpness, refinement, and calibration using stratified and weighted measures.
Data Min. Knowl. Discov.
Philipp Röchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek
2024 J jnl
Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version).
CoRR
Philipp Röchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Franz Rothlauf
2024 B conf
Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers.
SISAP
Philipp Röchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Franz Rothlauf
2023 B conf
ESIREOS: Efficient, Scalable, Internal, Relative Evaluation of Outliers Solutions.
ICPADS
William A. Alves, Henrique O. Marques, Murilo Coelho Naldi, Jörg Sander
2023 J jnl
On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles.
Data Min. Knowl. Discov.
Henrique O. Marques, Lorne Swersky, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
2022 B conf
Similarity-Based Unsupervised Evaluation of Outlier Detection.
SISAP
Henrique O. Marques, Arthur Zimek, Ricardo J. G. B. Campello, Jörg Sander
2020 J jnl
Internal Evaluation of Unsupervised Outlier Detection.
ACM Trans. Knowl. Discov. Data
Henrique O. Marques, Ricardo J. G. B. Campello, Jörg Sander, Arthur Zimek
2016 B conf
On the Evaluation of Outlier Detection and One-Class Classification Methods.
DSAA
Lorne Swersky, Henrique O. Marques, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
2015 B conf
On the internal evaluation of unsupervised outlier detection.
SSDBM
Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander