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2020 – today
- 2024
[j14]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)- [c13]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: 234-241 - 2022
- [j13]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): 567-594 (2022) - [c12]Bruno Almeida Pimentel, Jadson Crislan Santos Costa:
A hybrid algorithm for fuzzy clustering based on global and local membership degree. IJCNN 2022: 1-8 - 2021
- [j12]Leandro Carlos de Souza, Bruno A. Pimentel, Telmo de Menezes e Silva Filho, Renata M. C. R. de Souza:
Kohonen map-wise regression applied to interval data. Knowl. Based Syst. 224: 107091 (2021) - 2020
- [j11]Diego C. Nascimento, Bruno A. Pimentel, Renata Souza, João P. Leite, Dylan J. Edwards, Taiza E. G. Santos, Francisco Louzada:
Dynamic time series smoothing for symbolic interval data applied to neuroscience. Inf. Sci. 517: 415-426 (2020) - [j10]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: 105682 (2020)
2010 – 2019
- 2019
- [j9]Bruno Almeida Pimentel, André C. P. L. F. de Carvalho:
A new data characterization for selecting clustering algorithms using meta-learning. Inf. Sci. 477: 203-219 (2019) - [c11]Rodrigo B. de C. Cavalcanti, Bruno A. Pimentel, Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza:
A Multivariate Fuzzy Kohonen Clustering Network. IJCNN 2019: 1-7 - [c10]Bruno Almeida Pimentel, André C. P. L. F. de Carvalho:
Unsupervised Meta-Learning for Clustering Algorithm Recommendation. IJCNN 2019: 1-8 - 2018
- [j8]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): 893-916 (2018) - [c9]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: 1-8 - 2017
- [j7]Diêgo B. M. Maciel, Getúlio J. A. Amaral, Renata M. C. R. de Souza, Bruno A. Pimentel:
Multivariate fuzzy k-modes algorithm. Pattern Anal. Appl. 20(1): 59-71 (2017) - [c8]Bruno A. Pimentel, Marcilio C. P. de Souto, Renata M. C. R. de Souza:
Interpreting multivariate membership degrees of fuzzy clustering methods: A strategy. IJCNN 2017: 2800-2804 - 2016
- [j6]Bruno Almeida Pimentel, Renata M. C. R. de Souza:
Multivariate Fuzzy C-Means algorithms with weighting. Neurocomputing 174: 946-965 (2016) - 2015
- [j5]Telmo de Menezes e Silva Filho, Bruno A. Pimentel, Renata M. C. R. Souza, Adriano L. I. Oliveira:
Hybrid methods for fuzzy clustering based on fuzzy c-means and improved particle swarm optimization. Expert Syst. Appl. 42(17-18): 6315-6328 (2015) - [c7]Bruno A. Pimentel, Anderson F. B. F. da Costa, Renata M. C. R. de Souza:
Input space versus feature space in kernel-based interval fuzzy C-Means clustering. IJCNN 2015: 1-7 - 2014
- [j4]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): 3223-3236 (2014) - [j3]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): 263-292 (2014) - 2013
- [j2]Bruno A. Pimentel, Renata M. C. R. de Souza:
A multivariate fuzzy c-means method. Appl. Soft Comput. 13(4): 1592-1607 (2013) - [j1]Anderson F. B. F. da Costa, Bruno A. Pimentel, Renata M. C. R. de Souza:
Clustering interval data through kernel-induced feature space. J. Intell. Inf. Syst. 40(1): 109-140 (2013) - 2012
- [c6]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: 435-442 - [c5]Bruno Almeida Pimentel, Renata M. C. R. de Souza:
Possibilistic approach to clustering of interval data. SMC 2012: 190-195 - 2011
- [c4]Bruno A. Pimentel, Anderson F. B. F. da Costa, Renata M. C. R. de Souza:
A partitioning method for symbolic interval data based on kernelized metric. CIKM 2011: 2189-2192 - [c3]Bruno A. Pimentel, Anderson F. B. F. da Costa, Renata M. C. R. de Souza:
Kernel-based fuzzy clustering of interval data. FUZZ-IEEE 2011: 497-501 - 2010
- [c2]Anderson F. B. F. da Costa, Bruno A. Pimentel, Renata M. C. R. de Souza:
K-means Clustering for Symbolic Interval Data Based on Aggregated Kernel Functions. ICTAI (2) 2010: 375-376 - [c1]Anderson F. B. F. da Costa, Bruno A. Pimentel, Renata M. C. R. de Souza:
A kernel k-means clustering method for symbolic interval data. IJCNN 2010: 1-6
Coauthor Index
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