3 papers
cs.LG2024
MLRS-PDS: A Meta-learning recommendation of dynamic ensemble selection pipelines
Hesam Jalalian, Rafael M. O. Cruz
Dynamic Selection (DS), where base classifiers are chosen from a classifier's pool for each new instance at test time, has shown to be highly effective in pattern recognition. Howe…
cs.LG2023
A post-selection algorithm for improving dynamic ensemble selection methods
Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz
Dynamic Ensemble Selection (DES) is a Multiple Classifier Systems (MCS) approach that aims to select an ensemble for each query sample during the selection phase. Even with the pro…
cs.CV2023★ 1 cited
Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal Data
Arthur Josi, Mahdi Alehdaghi, Rafael M. O. Cruz +1
Visible-infrared person re-identification (V-I ReID) seeks to match images of individuals captured over a distributed network of RGB and IR cameras. The task is challenging due to…