Publications
Smartdata: Data preprocessing to achieve smart data in R,
, Neurocomputing, 09/2019, Volume 360, p.1-13, (2019)
Agglomerative Constrained Clustering Through Similarity and Distance Recalculation,
, International Conference on Hybrid Artificial Intelligence Systems, p.424-436, (2020)
DILS: Constrained clustering through dual iterative local search,
, Computers & Operations Research, Volume 121, p.104979, (2020)
1-s2.0-S0305054820300964-main.pdf (903.73 KB)
Improving constrained clustering via decomposition-based multiobjective optimization with memetic elitism,
, GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 06/2020, p.333–341, (2020)
3377930.3390187.pdf (297.15 KB)
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)
Enhancing instance-level constrained clustering through differential evolution,
, Applied Soft Computing, Volume 108, Number 107435, p.1-19, (2021)
Synthetic Sample Generation for Label Distribution Learning,
, Information Sciences, 01/2021, Volume 544, p.197-213, (2021)
1-s2.0-S0020025520307544-main.pdf (1.36 MB)