Real-time human posture recognition using an adaptive hybrid classifier
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-020-01182-8
Abstract: A reliable adaptive hybrid classifier ( hAHC ), which combines a posture-based adaptive signal segmentation algorithm with a multi-layer perceptron (MLP) classifier, together with a plurality voting approach, was proposed and evaluated in this study.… read more here.
Keywords: posture recognition; real time; adaptive hybrid; time ... See more keywords
Hybrid Classifier Ensemble for Imbalanced Data
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2019.2920246
Abstract: The class imbalance problem has become a leading challenge. Although conventional imbalance learning methods are proposed to tackle this problem, they have some limitations: 1) undersampling methods suffer from losing important information and 2) cost-sensitive… read more here.
Keywords: classifier ensemble; imbalance; ensemble imbalanced; problem ... See more keywords