K-means Clustering for Symbolic Interval Data Based on Aggregated Kernel Functions. - Anderson F. B. F. da Costa; Bruno A. Pimentel; Renata M. C. R. de Souza (ICTAI (2), 2010)

A kernel k-means clustering method for symbolic interval data. - Anderson F. B. F. da Costa; Bruno A. Pimentel; Renata M. C. R. de Souza (IJCNN, 2010)

A partitioning method for symbolic interval data based on kernelized metric. - Bruno A. Pimentel; Anderson F. B. F. da Costa; Renata M. C. R. de Souza (CIKM, 2011)

Kernel-based fuzzy clustering of interval data. - Bruno A. Pimentel; Anderson F. B. F. da Costa; Renata M. C. R. de Souza (FUZZ-IEEE, 2011)

Using Weighted Clustering and Symbolic Data to Evaluate Institutes's Scientific Production. - Bruno Almeida Pimentel; Jarley Palmeira Nóbrega; Renata M. C. R. de Souza (ICANN (2), 2012)

Possibilistic approach to clustering of interval data. - Bruno Almeida Pimentel; Renata M. C. R. de Souza (SMC, 2012)

A multivariate fuzzy c-means method. - Bruno A. Pimentel; Renata M. C. R. de Souza (Appl. Soft Comput., 2013)

Clustering interval data through kernel-induced feature space. - Anderson F. B. F. da Costa; Bruno A. Pimentel; Renata M. C. R. de Souza (J. Intell. Inf. Syst., 2013)

A weighted multivariate Fuzzy C-Means method in interval-valued scientific production data. - Bruno Almeida Pimentel; Renata M. C. R. de Souza (Expert Syst. Appl., 2014)

Possibilistic Clustering Methods for Interval-Valued Data. - Bruno Almeida Pimentel; Renata M. C. R. de Souza (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2014)

Input space versus feature space in kernel-based interval fuzzy C-Means clustering. - Bruno A. Pimentel; Anderson F. B. F. da Costa; Renata M. C. R. de Souza (IJCNN, 2015)

Hybrid methods for fuzzy clustering based on fuzzy c-means and improved particle swarm optimization. - Telmo de Menezes e Silva Filho; Bruno A. Pimentel; Renata M. C. R. Souza; Adriano L. I. Oliveira (Expert Syst. Appl., 2015)

Multivariate Fuzzy C-Means algorithms with weighting. - Bruno Almeida Pimentel; Renata M. C. R. de Souza (Neurocomputing, 2016)

Interpreting multivariate membership degrees of fuzzy clustering methods: A strategy. - Bruno A. Pimentel; Marcilio C. P. de Souto; Renata M. C. R. de Souza (IJCNN, 2017)

Multivariate fuzzy k-modes algorithm. - Diêgo B. M. Maciel; Getúlio J. A. Amaral; Renata M. C. R. de Souza; Bruno A. Pimentel (Pattern Anal. Appl., 2017)

Statistical versus Distance-Based Meta-Features for Clustering Algorithm recommendation Using Meta-Learning. - Bruno Almeida Pimentel; André C. P. L. F. de Carvalho (IJCNN, 2018)

A Generalized Multivariate Approach for Possibilistic Fuzzy C-Means Clustering. - Bruno Almeida Pimentel; Renata M. C. R. de Souza (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018)

A Multivariate Fuzzy Kohonen Clustering Network. - Rodrigo B. de C. Cavalcanti; Bruno A. Pimentel; Carlos Wilson Dantas de Almeida; Renata M. C. R. de Souza (IJCNN, 2019)

Unsupervised Meta-Learning for Clustering Algorithm Recommendation. - Bruno Almeida Pimentel; André C. P. L. F. de Carvalho (IJCNN, 2019)

A new data characterization for selecting clustering algorithms using meta-learning. - Bruno Almeida Pimentel; André C. P. L. F. de Carvalho (Inf. Sci., 2019)

Dynamic time series smoothing for symbolic interval data applied to neuroscience. - Diego C. Nascimento; Bruno A. Pimentel; Renata Souza 002; João P. Leite; Dylan J. Edwards; Taiza E. G. Santos; Francisco Louzada 001 (Inf. Sci., 2020)

A Meta-learning approach for recommending the number of clusters for clustering algorithms. - Bruno Almeida Pimentel; André C. P. L. F. de Carvalho (Knowl. Based Syst., 2020)

Kohonen map-wise regression applied to interval data. - Leandro Carlos de Souza; Bruno A. Pimentel; Telmo de Menezes e Silva Filho; Renata M. C. R. de Souza (Knowl. Based Syst., 2021)

A hybrid algorithm for fuzzy clustering based on global and local membership degree. - Bruno Almeida Pimentel; Jadson Crislan Santos Costa (IJCNN, 2022)

Fuzzy C-Means Clustering Algorithms with Weighted Membership and Distance. - Bruno Almeida Pimentel; Rafael de Amorim Silva; Jadson Crislan Santos Costa (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2022)

Enhancing General Reading Understanding: Measuring Foundational Reading Skills Relevance. - Leonardo Marques; Gilberto Nerino de Souza; Bruno Almeida Pimentel; Álvaro Alvares Sobrinho; Deisy Das Graças de Souza (AIED Companion (1), 2024)

Affective States in Novice Programmers: Automatically Detecting and Analyzing the Impact on Learning. - Hemilis Joyse Barbosa Rocha; Bruno Almeida Pimentel; Evandro de Barros Costa; Patrícia Cabral de Azevedo Restelli Tedesco (BRACIS (3), 2024)

Optimization on selecting XGBoost hyperparameters using meta-learning. - Tiago Lima Marinho; Diego Carvalho do Nascimento; Bruno Almeida Pimentel (Expert Syst. J. Knowl. Eng., 2024)

Understanding Public School Enrollment Trends in the Northeast of Brazil: Unraveling Features Through AI Related to the Learning Process for Low-Income Students. - Artur Cavalcante de Jesus; Leonardo Marques; Diego Carvalho do Nascimento; Bruno Almeida Pimentel (AIED (5), 2025)