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Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective

Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective

Shebuti Rayana
Wen Zhong
Leman Akoglu
ArXiv (abs)PDFHTML

Papers citing "Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective"

4 / 4 papers shown
Title
Homophily Outlier Detection in Non-IID Categorical Data
Homophily Outlier Detection in Non-IID Categorical Data
Guansong Pang
LongBing Cao
Ling-Hao Chen
OODD
53
12
0
21 Mar 2021
FairOD: Fairness-aware Outlier Detection
FairOD: Fairness-aware Outlier Detection
Shubhranshu Shekhar
Neil Shah
Leman Akoglu
70
37
0
05 Dec 2020
DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles
DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles
Yue Zhao
Maciej K. Hryniewicki
62
20
0
23 Nov 2019
LSCP: Locally Selective Combination in Parallel Outlier Ensembles
LSCP: Locally Selective Combination in Parallel Outlier Ensembles
Yue Zhao
Zain Nasrullah
Maciej K. Hryniewicki
Zheng Li
71
129
0
04 Dec 2018