Publications
Prototype selection to improve monotonic nearest neighbor,
, Engineering Applications of Artificial Intelligence, Volume 60, p.128 - 135, (2017)
Training set selection for monotonic ordinal classification,
, Data & Knowledge Engineering, Volume 112, p.94 - 105, (2017)
Label noise filtering techniques to improve monotonic classification,
, Neurocomputing, 08/2019, Volume 353, p.83-95, (2019)
1-s2.0-main.pdf (1.21 MB)
Monotonic classification: An overview on algorithms, performance measures and data sets,
, Neurocomputing, 05/2019, Volume 341, p.168-182, (2019)
1-s2.0-S0925231219302383-main.pdf (1.52 MB)
Similarity-based and Iterative Label Noise Filters for Monotonic Classification,
, Proceedings of the 53rd Hawaii International Conference on System Sciences, p.1698-1706, (2020)
0169.pdf (253.64 KB)