Bruno Almeida Pimentel

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 10

Top Topics

Possibilistic Clustering

Clustering Algorithm

Top Venues

Int. J. Uncertain. Fuzziness Knowl. Based Syst.

Expert Syst. J. Knowl. Eng.

Publications

Tiago Lima Marinho, Diego Carvalho do Nascimento, Bruno Almeida Pimentel
Optimization on selecting XGBoost hyperparameters using meta-learning. Expert Syst. J. Knowl. Eng. 41 (9) (2024)
Leonardo Marques, Gilberto Nerino de Souza, Bruno Almeida Pimentel, Álvaro Alvares Sobrinho, Deisy Das Graças de Souza
Enhancing General Reading Understanding: Measuring Foundational Reading Skills Relevance. AIED Companion (1) (2024)
Bruno Almeida Pimentel, Rafael de Amorim Silva, Jadson Crislan Santos Costa
Fuzzy C-Means Clustering Algorithms with Weighted Membership and Distance. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 30 (4) (2022)
Bruno Almeida Pimentel, Jadson Crislan Santos Costa
A hybrid algorithm for fuzzy clustering based on global and local membership degree. IJCNN (2022)
Bruno Almeida Pimentel, André C. P. L. F. de Carvalho
A Meta-learning approach for recommending the number of clusters for clustering algorithms. Knowl. Based Syst. 195 (2020)
Bruno Almeida Pimentel, André C. P. L. F. de Carvalho
Unsupervised Meta-Learning for Clustering Algorithm Recommendation. IJCNN (2019)
Bruno Almeida Pimentel, André C. P. L. F. de Carvalho
A new data characterization for selecting clustering algorithms using meta-learning. Inf. Sci. 477 (2019)
Bruno Almeida Pimentel, André C. P. L. F. de Carvalho
Statistical versus Distance-Based Meta-Features for Clustering Algorithm recommendation Using Meta-Learning. IJCNN (2018)
Bruno Almeida Pimentel, Renata M. C. R. de Souza
A Generalized Multivariate Approach for Possibilistic Fuzzy C-Means Clustering. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 26 (6) (2018)
Bruno Almeida Pimentel, Renata M. C. R. de Souza
Multivariate Fuzzy C-Means algorithms with weighting. Neurocomputing 174 (2016)
Bruno Almeida Pimentel, Renata M. C. R. de Souza
A weighted multivariate Fuzzy C-Means method in interval-valued scientific production data. Expert Syst. Appl. 41 (7) (2014)
Bruno Almeida Pimentel, Renata M. C. R. de Souza
Possibilistic Clustering Methods for Interval-Valued Data. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 22 (2) (2014)
Bruno Almeida Pimentel, Jarley Palmeira Nóbrega, Renata M. C. R. de Souza
Using Weighted Clustering and Symbolic Data to Evaluate Institutes's Scientific Production. ICANN (2) (2012)
Bruno Almeida Pimentel, Renata M. C. R. de Souza
Possibilistic approach to clustering of interval data. SMC (2012)