Concepedia

Bryan Hooi

BH

69

Publications

5.1K

Citations

34

H-Index

2015

Active since

Affiliations

National University of Singapore(Current)

Carnegie Mellon University

Institute of Computing Technology

Chinese Academy of Sciences

Nanyang Technological University

Bryan Hooi is an author at National University of Singapore specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryDeep LearningData MiningPattern RecognitionBusinessGraph Theory

Publications per year

2015–2025

69

Publications

69

Graph Neural Network-Based Anomaly Detection in Multivariate Time Series

Ailin Deng, Bryan Hooi · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 1K citations · Full text

Anomaly Detection, Machine Learning, Engineering +17

Deep Long-Tailed Learning: A Survey

Yifan Zhang, Bingyi Kang, Bryan Hooi et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 522 citations

Convolutional Neural Network, Engineering, Machine Learning +16

REV2

Srijan Kumar, Bryan Hooi, Disha Makhija et al. · 2018 · 351 citations · Full text

Trust Metric, Customer Review, Engineering +13

Bryan Hooi, Hyun Ah Song, Alex Beutel et al. · 2016 · 291 citations

Fraud Detection, Engineering, Information Forensics +17

BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series

Bin Zhou, Shenghua Liu, Bryan Hooi et al. · 2019 · 259 citations · Full text

Data Augmentation, Ecg Time Series, Anomaly Detection +15

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