Henrique O. Marques

On the Evaluation of Outlier Detection and One-Class Classification Methods

Lorne Swersky, Henrique O. Marques, Jörg Sander et al. · 2016 · 48 citations

On the internal evaluation of unsupervised outlier detection

Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek et al. · 2015 · 39 citations

Document Clustering, Anomaly Detection, Machine Learning +13

The diorgano dichalcogenides addition to benzyne under mild conditions

Fabiano T. Toledo, Henrique O. Marques, J. V. Comasseto et al. · Tetrahedron Letters · 2007 · 38 citations

Derivative (Chemistry), Mild Conditions, Heterocyclic +1

Internal Evaluation of Unsupervised Outlier Detection

Henrique O. Marques, Ricardo J. G. B. Campello, Jörg Sander et al. · ACM Transactions on Knowledge Discovery from Data · 2020 · 32 citations · Full text

Document Clustering, Anomaly Detection, Clustering (Nuclear Physics) +14

On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles

Henrique O. Marques, Lorne Swersky, Jörg Sander et al. · Data Mining and Knowledge Discovery · 2023 · 25 citations · Full text