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ORCIDSimone Romano 0003
Person information
- affiliation: University of Melbourne, Victoria, Australia
Other persons with the same name
- Simone Romano 0001
![[0000-0003-4880-3622]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-4880-3622")
— University of Basilicata, Italy - Simone Romano 0002 — University of Salento, Italy
- Simone Romano 0004 — University of Salerno, Fisciano, Italy
- Simone Romano 0005 — IoTeX, CA, USA
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2020 – today
- 2020
[c7]Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah M. Erfani, James Bailey:
Normalized Loss Functions for Deep Learning with Noisy Labels. ICML 2020: 6543-6553- [i2]Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah M. Erfani, James Bailey:
Normalized Loss Functions for Deep Learning with Noisy Labels. CoRR abs/2006.13554 (2020)
2010 – 2019
- 2018
- [j5]Simone Romano, Xuan Vinh Nguyen, Karin Verspoor, James Bailey:
The randomized information coefficient: assessing dependencies in noisy data. Mach. Learn. 107(3): 509-549 (2018) - 2017
- [j4]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: 58-70 (2017) - [j3]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): 1013-1018 (2017) - [c6]Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia:
Unbiased Multivariate Correlation Analysis. AAAI 2017: 2754-2760 - 2016
- [j2]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): 1520-1555 (2016) - [j1]Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor:
Adjusting for Chance Clustering Comparison Measures. J. Mach. Learn. Res. 17: 134:1-134:32 (2016) - [c5]Simone Romano, Oussama Chelly, Vinh Nguyen, James Bailey, Michael E. Houle:
Measuring dependency via intrinsic dimensionality. ICPR 2016: 1207-1212 - [c4]Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor:
A Framework to Adjust Dependency Measure Estimates for Chance. SDM 2016: 423-431 - [i1]Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey:
Ground Truth Bias in External Cluster Validity Indices. CoRR abs/1606.05596 (2016) - 2015
- [b1]Simone Romano:
Design and adjustment of dependency measures. University of Melbourne, Australia, 2015 - 2014
- [c3]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: 24-31 - [c2]Simone Romano, James Bailey, Xuan Vinh Nguyen, Karin Verspoor:
Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance. ICML 2014: 1143-1151 - [c1]Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey:
Effective global approaches for mutual information based feature selection. KDD 2014: 512-521
Coauthor Index
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