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2017-01-31
Unsupervised feature selection for outlier detection by modelling hierarchical value-feature couplings
Pang, G
;
Cao, L
;
Chen, L
;
Liu, H
2017-11-06
Selective value coupling learning for detecting outliers in high-dimensional categorical data
Pang, G
;
Xu, H
;
Cao, L
;
Zhao, W
2019-05-01
CURE: Flexible Categorical Data Representation by Hierarchical Coupling Learning
Jian, S
;
Pang, G
;
Cao, L
;
Lu, K
;
Gao, H
2022-08-14
ANDEA: Anomaly and Novelty Detection, Explanation, and Accommodation
Pang, G
;
Li, J
;
Van Den Hengel, A
;
Cao, L
;
Dietterich, TG
2016-01-29
LeSiNN: Detecting Anomalies by Identifying Least Similar Nearest Neighbours
Pang, G
;
Ting, KM
;
Albrecht, D
2021-08-14
Toward Deep Supervised Anomaly Detection
Pang, G
;
van den Hengel, A
;
Shen, C
;
Cao, L
2016-12-01
ZERO++: Harnessing the power of zero appearances to detect anomalies in large-scale data sets
Pang, G
;
Ting, KM
;
Albrecht, D
;
Jin, H
2016-01-01
Outlier detection in complex categorical data by modelling the feature value couplings
Pang, G
;
Cao, L
;
Chen, L
2017-01-01
Learning homophily couplings from non-IID data for joint feature selection and noise-resilient outlier detection
Pang, G
;
Cao, L
;
Chen, L
;
Liu, H
2021-03-08
Deep Learning for Anomaly Detection: Challenges, Methods, and Opportunities
Pang, G
;
Cao, L
;
Aggarwal, C
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1
Artificial Intelligence & Image P...
1
Information Systems
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2017
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2016
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2022
Has File(s)
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