Generalized information theoretic cluster validity indices for soft clusterings. - Yang Lei 003; James C. Bezdek; Jeffrey Chan; Xuan Vinh Nguyen; Simone Romano 003; James Bailey 001 (CIDM, 2014)

Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance. - Simone Romano 003; James Bailey 001; Xuan Vinh Nguyen; Karin Verspoor (ICML, 2014)

Effective global approaches for mutual information based feature selection. - Xuan Vinh Nguyen; Jeffrey Chan; Simone Romano 003; James Bailey 001 (KDD, 2014)

Design and adjustment of dependency measures. - Simone Romano 003 (2015)

Measuring dependency via intrinsic dimensionality. - Simone Romano 003; Oussama Chelly; Vinh Nguyen; James Bailey 001; Michael E. Houle (ICPR, 2016)

A Framework to Adjust Dependency Measure Estimates for Chance. - Simone Romano 003; Xuan Vinh Nguyen; James Bailey 001; Karin Verspoor (SDM, 2016)

Discovering outlying aspects in large datasets. - Xuan Vinh Nguyen; Jeffrey Chan; Simone Romano 003; James Bailey 001; Christopher Leckie; Kotagiri Ramamohanarao; Jian Pei 001 (Data Min. Knowl. Discov., 2016)

Adjusting for Chance Clustering Comparison Measures. - Simone Romano 003; Xuan Vinh Nguyen; James Bailey 001; Karin Verspoor (J. Mach. Learn. Res., 2016)

Unbiased Multivariate Correlation Analysis. - Yisen Wang 001; Simone Romano 003; Vinh Nguyen; James Bailey 001; Xingjun Ma; Shu-Tao Xia (AAAI, 2017)

Ground truth bias in external cluster validity indices. - Yang Lei 003; James C. Bezdek; Simone Romano 003; Xuan Vinh Nguyen; Jeffrey Chan; James Bailey 001 (Pattern Recognit., 2017)

Extending Information-Theoretic Validity Indices for Fuzzy Clustering. - Yang Lei 003; James C. Bezdek; Jeffrey Chan; Xuan Vinh Nguyen; Simone Romano 003; James Bailey 001 (IEEE Trans. Fuzzy Syst., 2017)

The randomized information coefficient: assessing dependencies in noisy data. - Simone Romano 003; Xuan Vinh Nguyen; Karin Verspoor; James Bailey 001 (Mach. Learn., 2018)

Normalized Loss Functions for Deep Learning with Noisy Labels. - Xingjun Ma; Hanxun Huang; Yisen Wang 001; Simone Romano 003; Sarah M. Erfani; James Bailey 001 (ICML, 2020)