Follow
Guansong Pang
Guansong Pang
Assistant Professor of Computer Science, Singapore Management University
Verified email at smu.edu.sg - Homepage
Title
Cited by
Cited by
Year
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
481*2020
Deep Learning for Anomaly Detection: A Review
G Pang, C Shen, L Cao, AVD Hengel
ACM Computing Surveys (CSUR) 54 (2), 1-38, 2021
3852021
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
3222012
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
1192019
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
1012018
Beyond triplet loss: person re-identification with fine-grained difference-aware pairwise loss
C Yan, G Pang, X Bai, C Liu, N Xin, L Gu, J Zhou
IEEE Transactions on Multimedia, 2021
892021
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
792020
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
552016
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
442018
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
402017
A generalized cluster centroid based classifier for text categorization
G Pang, S Jiang
Information Processing & Management 49 (2), 576–586, 2013
382013
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
372016
CenKNN: a scalable and effective text classifier
G Pang, H Jin, S Jiang
Data Mining and Knowledge Discovery 29 (3), 593-625, 2015
332015
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
312015
A summary of research on automatic text classification technologies
G Pang, S Jiang
Information Studies: Theory & Application 2, 2012
29*2012
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
282019
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
Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning
Y Tian, G Pang, Y Chen, R Singh, JW Verjans, G Carneiro
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
262021
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
252017
Deep Weakly-supervised Anomaly Detection
G Pang, C Shen, H Jin, A van den Hengel
arXiv preprint arXiv:1910.13601, 2019
24*2019
The system can't perform the operation now. Try again later.
Articles 1–20