Marcilio C. P. de Souto
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
6
Active years
2004–2023
Best venue rank
B
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | IDEAL | Complexity-Driven Sampling for Bagging. | Carmen Lancho, Marcilio C. P. de Souto, Ana Carolina Lorena, Isaac Martn de Diego |
| 2022 | IJCNN | Towards Explainable Deep Learning for Image Captioning through Representation Space Perturbation. | Sofiane Elguendouze, Marcilio C. P. de Souto, Adel Hafiane, Anas Lefeuvre-Halftermeyer |
| 2022 | IJCNN | Anchored Constrained Clustering Ensemble. | Mathieu Guilbert, Christel Vrain, Thi-Bich-Hanh Dao, Marcilio C. P. de Souto |
| 2021 | ICONIP | Evaluating Data Characterization Measures for Clustering Problems in Meta-learning. | Luiz Henrique dos Santos Fernandes, Marcilio C. P. de Souto, Ana Carolina Lorena |
| 2021 | ICONIP | Multi-objective Clustering: A Data-Driven Analysis of MOCLE, MOCK and Δ-MOCK. | Adriano Kultzak, Cristina Y. Morimoto, Aurora T. R. Pozo, Marcilio C. P. de Souto |
| 2021 | SAC | Automatic recovering the number | Hrio Sousa, Marcilio C. P. de Souto, Reginaldo Massanobu Kuroshu, Ana Carolina Lorena |
| 2018 | ICPR | Classifier Recommendation Using Data Complexity Measures. | Lus Paulo F. Garcia, Ana Carolina Lorena, Marcilio C. P. de Souto, Tin Kam Ho |
| 2018 | IJCNN | Data Complexity Measures for Imbalanced Classification Tasks. | Victor H. Barella, Lus Paulo F. Garcia, Marcilio C. P. de Souto, Ana Carolina Lorena, Andr C. P. L. F. de Carvalho |
| 2017 | IJCNN | Interpreting multivariate membership degrees of fuzzy clustering methods: A strategy. | Bruno A. Pimentel, Marcilio C. P. de Souto, Renata M. C. R. de Souza |
| 2014 | IJCNN | Issues on sampling negative examples for predicting prokaryotic promoters. | Eduardo G. Gusmo, Marcilio C. P. de Souto |
| 2011 | IJCNN | A tool to implement probabilistic automata in RAM-based neural networks. | Marcilio C. P. de Souto, Jos Carlos Martins Oliveira, Teresa Bernarda Ludermir |
| 2007 | ISDA | Using an Evolutionary Agent-Based System for Classification Tasks. | Diogo F. de Oliveira, Anne M. P. Canuto, Marcilio C. P. de Souto |
| 2005 | IJCNN | An empirical comparison of individual machine learning techniques and ensemble approaches in protein structural class prediction. | Valnaide G. Bittencourt, Mrjory C. C. Abreu, Marcilio C. P. de Souto, Anne Magly de Paula Canuto |
| 2005 | IJCNN | A comparative analysis of the performance of hybrid and non-hybrid multi-classifier systems. | Anne M. P. Canuto, Marcilio C. P. de Souto, Araken M. Santos, Valria Maria S. Bezerra, Sussany Mirelli |
| 2005 | IJCNN | Cluster ensemble for gene expression microarray data. | Marcilio C. P. de Souto, Shirly C. M. Silva, Valnaide G. Bittencourt, Daniel S. A. de Araujo |
| 2004 | IJCNN | Comparative study of connectionist techniques for implementing the pattern recognition system of an artificial nose. | Marcelo B. de Almeida, Marcilio C. P. de Souto, Teresa Bernarda Ludermir |
| 2004 | IJCNN | Global optimisation methods for choosing the connectivity pattern of N-tuple classifiers. | Luiz A. C. Garcia, Marcilio C. P. de Souto |