Simone Romano

ORCID

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 11

Top Venues

University of Melbourne, Australia (PHD)

Education History

University of Melbourne, Australia

PHD

Publications

Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah M. Erfani, James Bailey
Normalized Loss Functions for Deep Learning with Noisy Labels. CoRR (2020)
Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah M. Erfani, James Bailey
Normalized Loss Functions for Deep Learning with Noisy Labels. ICML (2020)
Simone Romano, Xuan Vinh Nguyen, Karin Verspoor, James Bailey
The randomized information coefficient: assessing dependencies in noisy data. Mach. Learn. 107 (3) (2018)
Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
Ground truth bias in external cluster validity indices. Pattern Recognit. 65 (2017)
Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey
Extending Information-Theoretic Validity Indices for Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 25 (4) (2017)
Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia
Unbiased Multivariate Correlation Analysis. AAAI (2017)
Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
Ground Truth Bias in External Cluster Validity Indices. CoRR (2016)
Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
Discovering outlying aspects in large datasets. Data Min. Knowl. Discov. 30 (6) (2016)
Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor
A Framework to Adjust Dependency Measure Estimates for Chance. SDM (2016)
Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor
Adjusting for Chance Clustering Comparison Measures. J. Mach. Learn. Res. 17 (2016)
Simone Romano, Oussama Chelly, Vinh Nguyen, James Bailey, Michael E. Houle
Measuring dependency via intrinsic dimensionality. ICPR (2016)
Simone Romano, James Bailey, Xuan Vinh Nguyen, Karin Verspoor
Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance. ICML (2014)
Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey
Effective global approaches for mutual information based feature selection. KDD (2014)
Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey
Generalized information theoretic cluster validity indices for soft clusterings. CIDM (2014)

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Publication Activity (10 Years)

Top Topics

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Simone Romano