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Bryan Hooi
Bryan Hooi
Geverifieerd e-mailadres voor comp.nus.edu.sg - Homepage
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Fraudar: Bounding graph fraud in the face of camouflage
B Hooi, HA Song, A Beutel, N Shah, K Shin, C Faloutsos
Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016
2702016
Rev2: Fraudulent user prediction in rating platforms
S Kumar, B Hooi, D Makhija, M Kumar, C Faloutsos, VS Subrahmanian
Proceedings of the Eleventh ACM International Conference on Web Search and …, 2018
2672018
Graph neural network-based anomaly detection in multivariate time series
A Deng, B Hooi
Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4027-4035, 2021
1412021
Birdnest: Bayesian inference for ratings-fraud detection
B Hooi, N Shah, A Beutel, S Günnemann, L Akoglu, M Kumar, D Makhija, ...
Proceedings of the 2016 SIAM International Conference on Data Mining, 495-503, 2016
1282016
A general suspiciousness metric for dense blocks in multimodal data
M Jiang, A Beutel, P Cui, B Hooi, S Yang, C Faloutsos
2015 IEEE International Conference on Data Mining, 781-786, 2015
972015
M-zoom: Fast dense-block detection in tensors with quality guarantees
K Shin, B Hooi, C Faloutsos
Joint european conference on machine learning and knowledge discovery in …, 2016
902016
BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series.
B Zhou, S Liu, B Hooi, X Cheng, J Ye
IJCAI, 4433-4439, 2019
832019
Deep long-tailed learning: A survey
Y Zhang, B Kang, B Hooi, S Yan, J Feng
arXiv preprint arXiv:2110.04596, 2021
792021
Holoscope: Topology-and-spike aware fraud detection
S Liu, B Hooi, C Faloutsos
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
722017
Midas: Microcluster-based detector of anomalies in edge streams
S Bhatia, B Hooi, M Yoon, K Shin, C Faloutsos
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3242-3249, 2020
712020
Edgecentric: Anomaly detection in edge-attributed networks
N Shah, A Beutel, B Hooi, L Akoglu, S Gunnemann, D Makhija, M Kumar, ...
2016 IEEE 16Th international conference on data mining workshops (ICDMW …, 2016
712016
Graph-based fraud detection in the face of camouflage
B Hooi, K Shin, HA Song, A Beutel, N Shah, C Faloutsos
ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (4), 1-26, 2017
632017
D-cube: Dense-block detection in terabyte-scale tensors
K Shin, B Hooi, J Kim, C Faloutsos
Proceedings of the Tenth ACM International Conference on Web Search and Data …, 2017
612017
Understanding and resolving performance degradation in deep graph convolutional networks
K Zhou, Y Dong, K Wang, WS Lee, B Hooi, H Xu, J Feng
Proceedings of the 30th ACM International Conference on Information …, 2021
60*2021
Nodeaug: Semi-supervised node classification with data augmentation
Y Wang, W Wang, Y Liang, Y Cai, J Liu, B Hooi
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
592020
Densealert: Incremental dense-subtensor detection in tensor streams
K Shin, B Hooi, J Kim, C Faloutsos
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
552017
Fast and accurate anomaly detection in dynamic graphs with a two-pronged approach
M Yoon, B Hooi, K Shin, C Faloutsos
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
522019
Spotting suspicious behaviors in multimodal data: A general metric and algorithms
M Jiang, A Beutel, P Cui, B Hooi, S Yang, C Faloutsos
IEEE Transactions on Knowledge and Data Engineering 28 (8), 2187-2200, 2016
502016
STP-UDGAT: spatial-temporal-preference user dimensional graph attention network for next POI recommendation
N Lim, B Hooi, SK Ng, X Wang, YL Goh, R Weng, J Varadarajan
Proceedings of the 29th ACM International Conference on Information …, 2020
482020
Flowscope: Spotting money laundering based on graphs
X Li, S Liu, Z Li, X Han, C Shi, B Hooi, H Huang, X Cheng
Proceedings of the AAAI conference on artificial intelligence 34 (04), 4731-4738, 2020
402020
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Artikelen 1–20