An Improved Heuristic Optimization Algorithm for Feature Learning Based on Morphological Filtering and its Application
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2827403
Abstract: Hyperspectral remote sensing sensors can provide plenty of valuable information with hundreds of spectral bands at each pixel. Feature selection and spectral-spatial information play an important role in the field of hyperspectral image (HSI) classification.… read more here.
Keywords: feature; heuristic optimization; improved heuristic; algorithm feature ... See more keywords
Multi-Timescale Wavelet Scattering With Genetic Algorithm Feature Selection for Acoustic Scene Classification
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DOI: 10.1109/access.2022.3156569
Abstract: In this paper, we apply a genetic algorithm (GA) for feature selection, wrapper approach, on wavelet scattering (WS) second-order coefficients to reduce the large frequency dimension (>500). The evaluation demonstrates the capability of GA to… read more here.
Keywords: feature; genetic algorithm; classification; feature selection ... See more keywords
Using Shuffled Frog-Leaping Algorithm for Feature Selection and Fuzzy Classifier Design
Sign Up to like & getrecommendations! Published in 2019 at "Scientific and Technical Information Processing"
DOI: 10.3103/s0147688219060030
Abstract: This paper considers a new approach for designing fuzzy rule-based classifiers. To optimize the parameters of classifiers, a continuous shuffled frog-leaping algorithm is applied. On a set of constructed classifiers, the optimal classifier is selected… read more here.
Keywords: algorithm feature; using shuffled; feature selection; frog leaping ... See more keywords