Concepedia

James Bailey

JB

157

Publications

12.2K

Citations

48

H-Index

1985

Active since

Affiliations

The University of Melbourne(Current)

Data61

Simon Fraser University

Monash University

James Bailey is an author at The University of Melbourne specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryData MiningPattern RecognitionDeep LearningStatisticsAdversarial Machine Learning

Publications per year

1985–2024

157

Publications

157

Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance

Nguyễn Xuân Vinh, Julien Epps, James Bailey · Journal of Machine Learning Research · 2010 · 1.9K citations

Cluster Computing, Engineering, Similarity Measure +17

Information theoretic measures for clusterings comparison

Nguyễn Xuân Vinh, Julien Epps, James Bailey · 2009 · 903 citations

Cluster Computing, Information Theoretic, Engineering +16

Symmetric Cross Entropy for Robust Learning With Noisy Labels

Yisen Wang, Xingjun Ma, Zaiyi Chen et al. · 2019 · 894 citations

Data Augmentation, Engineering, Machine Learning +14

Understanding adversarial attacks on deep learning based medical image analysis systems

Xingjun Ma, Yuhao Niu, Lin Gu et al. · Pattern Recognition · 2020 · 513 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +10

Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality

Xingjun Ma, Bo Li, Yisen Wang et al. · Own your potential (DEAKIN) · 2018 · 401 citations

Local Intrinsic Dimensionality, Deep Neural Networks, Engineering +12

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