Henrique Oliveira Marques
机构: University of Southern Denmark
每年引用次数
引用次数
引用: 232
H-指数: 6
I10-指数 : 5
出版物: 15
Uma abordagem computacional para preenchimento de falhas em dados micro meteorológicos
Andreia Gentil Bonfante , Thiago Meirelles Ventura , Allan Gonçalves de Oliveira , Henrique Oliveira Marques
Revista Brasileira de Ciências Ambientais (RBCIAMB) ( 27) 61 -70
16
2013
Evaluation and model selection for unsupervised outlier detection and one-class classification
Henrique Oliveira Marques
Universidade de São Paulo
1
2019
Avaliação e seleção de modelos em detecção não supervisionada de outliers
Henrique Oliveira Marques
Universidade de São Paulo
1
2015
Detecção de Outliers em Dados Micrometeorológicos
Thiago M Ventura , Henrique O Marques , AG de Oliveira , Claudia A Martins
IX Congresso Brasileiro de Agroinformática, Cuiabá
2
2013
Robust statistical scaling of outlier scores: improving the quality of outlier probabilities for outliers (extended version)(2024)
P Röchner , HO Marques , RJGB Campello , A Zimek
2
On the Evaluation of Outlier Detection and One-Class Classification Methods
Lorne Swersky , Henrique O Marques , Jöerg Sander , Ricardo JGB Campello
2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA) 1 -10
28
2016
On the internal evaluation of unsupervised outlier detection
Henrique O Marques , Ricardo JGB Campello , Arthur Zimek , Jörg Sander
statistical and scientific database management 7
17
2015
Internal Evaluation of Unsupervised Outlier Detection
Henrique O Marques , Ricardo JGB Campello , Jörg Sander , Arthur Zimek
ACM Transactions on Knowledge Discovery From Data 14 ( 4) 47
3
2020
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 , Ricardo JGB Campello
Data Mining and Knowledge Discovery 37 ( 4) 1473 -1517
6
2023
Similarity-Based Unsupervised Evaluation of Outlier Detection
Henrique O Marques , Arthur Zimek , Ricardo JGB Campello , Jörg Sander
Springer International Publishing 234 -248
1
2022
Dimensionality-Aware Outlier Detection
Alastair Anderberg , James Bailey , Ricardo JGB Campello , Michael E Houle
Society for Industrial and Applied Mathematics 652 -660
2024
Evaluating outlier probabilities: assessing sharpness, refinement, and calibration using stratified and weighted measures
Philipp Röchner , Henrique O Marques , Ricardo JGB Campello , Arthur Zimek
Data Mining and Knowledge Discovery 1 -39
2
2024
Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis
Alastair Anderberg , James Bailey , Ricardo JGB Campello , Michael E Houle
arXiv preprint arXiv:2401.05453
2024
Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier
Philipp Röchner , Henrique O Marques ,
Similarity Search and Applications: 17th International Conference, SISAP 2024, Providence, RI, USA, November 4–6, 2024, Proceedings 215 -215
1
2024
ESIREOS: Efficient, Scalable, Internal, Relative Evaluation of Outliers Solutions
William A Alves , Henrique O Marques , Murilo C Naldi , Jörg Sander
2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS) 555 -562
2023