Guansong Pang
Title
Cited by
Cited by
Year
An improved K-nearest-neighbor algorithm for text categorization
S Jiang, G Pang, M Wu, L Kuang
Expert Systems with Applications 39 (1), 1503-1509, 2012
2622012
Viral Pneumonia Screening on Chest X-rays Using Confidence-Aware Anomaly Detection
J Zhang, Y Xie, G Pang, Z Liao, J Verjans, W Li, Z Sun, J He, Y Li, C Shen, ...
IEEE transactions on medical imaging, 2020
173*2020
Outlier detection in complex categorical data by modelling feature value couplings
G Pang, L Cao, L Chen
Proceedings of the 25th International Joint Conference on Artificial …, 2016
452016
Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection
G Pang, L Cao, L Chen, H Liu
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
422018
A generalized cluster centroid based classifier for text categorization
G Pang, S Jiang
Information Processing & Management 49 (2), 576–586, 2013
362013
CenKNN: a scalable and effective text classifier
G Pang, H Jin, S Jiang
Data Mining and Knowledge Discovery 29 (3), 593-625, 2015
332015
Deep anomaly detection with deviation networks
G Pang, C Shen, A van den Hengel
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
322019
Sparse Modeling-based Sequential Ensemble Learning for Effective Outlier Detection in High-dimensional Numeric Data
G Pang, L Cao, L Chen, D Lian, H Liu
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
292018
A Survey of Microblog Data Mining
S Jiang, Z Mai, G Pang, M Wu, L Wang
Library and Information Service 56 (17), 136-142, 2012
28*2012
Unsupervised Feature Selection for Outlier Detection by Modelling Hierarchical Value-Feature Couplings
G Pang, L Cao, L Chen, H Liu
2016 IEEE 16th International Conference on Data Mining (ICDM-16), 2016
272016
Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection
G Pang, L Cao, L Chen, H Liu
Proceedings of the Twenty-Sixth International Joint Conference on Artificial …, 2017
242017
LeSiNN: Detecting anomalies by identifying least similar nearest neighbours
G Pang, KM Ting, D Albrecht
2015 IEEE international conference on data mining workshop (ICDMW), 623-630, 2015
212015
A survey of text classification techniques
G Pang, S Jiang
Information Studies: Theory & Application 35 (02), 123-128, 2012
21*2012
Deep Learning for Anomaly Detection: A Review
G Pang, C Shen, L Cao, A van den Hengel
arXiv preprint arXiv:2007.02500, 2020
192020
Selective value coupling learning for detecting outliers in high-dimensional categorical data
G Pang, H Xu, L Cao, W Zhao
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
152017
Embedding-based Representation of Categorical Data by Hierarchical Value Coupling Learning
S Jian, L Cao, G Pang, K Lu, H Gao
Proceedings of the Twenty-Sixth International Joint Conference on Artificial …, 2017
152017
CURE: Flexible categorical data representation by hierarchical coupling learning
S Jian, G Pang, L Cao, K Lu, H Gao
IEEE Transactions on Knowledge and Data Engineering 31 (5), 853-866, 2019
142019
ZERO++: Harnessing the power of zero appearances to detect anomalies in large-scale data sets
G Pang, KM Ting, D Albrecht, H Jin
Journal of Artificial Intelligence Research 57, 593-620, 2016
132016
An Enhanced Chameleon Clustering Algorithm
S Jiang, G Pang, L Zhang
Journal of Chinese Computer Systems 8, 036, 2010
12*2010
Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection
G Pang, C Yan, C Shen, A van den Hengel, X Bai
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
82020
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