Bryan Hooi
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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
2122016
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
1692018
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
1052016
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
882015
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
822016
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
542017
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
532016
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
502017
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
462017
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
412017
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
402016
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
372020
BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series.
B Zhou, S Liu, B Hooi, X Cheng, J Ye
IJCAI, 4433-4439, 2019
302019
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
282019
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
262020
PowerCast: Mining and forecasting power grid sequences
HA Song, B Hooi, M Jereminov, A Pandey, L Pileggi, C Faloutsos
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
252017
Effective training strategies for deep graph neural networks
K Zhou, Y Dong, WS Lee, B Hooi, H Xu, J Feng
arXiv e-prints, arXiv: 2006.07107, 2020
21*2020
Linear load model for robust power system analysis
M Jereminov, A Pandey, HA Song, B Hooi, C Faloutsos, L Pileggi
2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2017
202017
Fast, accurate, and flexible algorithms for dense subtensor mining
K Shin, B Hooi, C Faloutsos
ACM Transactions on Knowledge Discovery from Data (TKDD) 12 (3), 1-30, 2018
192018
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
182021
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