Henrique O. Marques

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 7

Top Topics

Outlier Detection

Theoretical And Experimental Analysis

High Dimensional Datasets

Density Ratio Estimation

Top Venues

Publications

Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis. CoRR (2024)
Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
Dimensionality-Aware Outlier Detection. SDM (2024)
Henrique O. Marques, Lorne Swersky, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles. Data Min. Knowl. Discov. 37 (4) (2023)
William A. Alves, Henrique O. Marques, Murilo Coelho Naldi, Jörg Sander
ESIREOS: Efficient, Scalable, Internal, Relative Evaluation of Outliers Solutions. ICPADS (2023)
Henrique O. Marques, Arthur Zimek, Ricardo J. G. B. Campello, Jörg Sander
Similarity-Based Unsupervised Evaluation of Outlier Detection. SISAP (2022)
Henrique O. Marques, Ricardo J. G. B. Campello, Jörg Sander, Arthur Zimek
Internal Evaluation of Unsupervised Outlier Detection. ACM Trans. Knowl. Discov. Data 14 (4) (2020)
Lorne Swersky, Henrique O. Marques, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
On the Evaluation of Outlier Detection and One-Class Classification Methods. DSAA (2016)
Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander
On the internal evaluation of unsupervised outlier detection. SSDBM (2015)