Lucas Murtinho

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Preference Criteria

Round Robin Tournament

Clustering Algorithm

Top Venues

Pattern Recognit.

Publications

Eduardo Sany Laber, Lucas Murtinho
Optimization of Inter-group Criteria for Clustering with Minimum Size Constraints. CoRR (2024)
Eduardo Sany Laber, Lucas Murtinho
-center and the maximum-spacing clustering problems. Theor. Comput. Sci. 949 (2023)
Eduardo Sany Laber, Lucas Murtinho, Felipe Oliveira
Shallow decision trees for explainable k-means clustering. Pattern Recognit. 137 (2023)
Eduardo Sany Laber, Lucas Murtinho
Optimization of Inter-group criteria for clustering with minimum size constraints. NeurIPS (2023)
Eduardo Sany Laber, Lucas Murtinho
On the price of explainability for some clustering problems. ICML (2021)
Eduardo Sany Laber, Lucas Murtinho
On the price of explainability for some clustering problems. CoRR (2021)
Eduardo Sany Laber, Lucas Murtinho, Felipe Oliveira
Shallow decision trees for explainable k-means clustering. CoRR (2021)
Eduardo Sany Laber, Lucas Murtinho
Minimization of Gini Impurity: NP-completeness and Approximation Algorithm via Connections with the k-means Problem. LAGOS (2019)
Ferdinando Cicalese, Eduardo Sany Laber, Lucas Murtinho
New results on information theoretic clustering. ICML (2019)
Eduardo Sany Laber, Lucas Murtinho
Minimization of Gini impurity via connections with the k-means problem. CoRR (2018)