scASK: A Novel Ensemble Framework for Classifying Cell Types Based on Single-cell RNA-seq Data
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2021.3050963
Abstract: The Human Cell Atlas (HCA) is a large project that aims to identify all cell types in the human body. The dimension reduction and clustering for identification of cell types from single-cell RNA-sequencing (scRNA-seq) data… read more here.
Keywords: scask; cell types; cell; seq data ... See more keywords
An Ensemble Framework of Evolutionary Algorithm for Constrained Multi-Objective Optimization
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DOI: 10.3390/sym14010116
Abstract: In the real-world, symmetry or asymmetry widely exists in various problems. Some of them can be formulated as constrained multi-objective optimization problems (CMOPs). During the past few years, handling CMOPs by evolutionary algorithms has become… read more here.
Keywords: ensemble framework; multi objective; constrained multi; framework ... See more keywords
An Ensemble Framework to Forest Optimization Based Reduct Searching
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DOI: 10.3390/sym14061277
Abstract: Essentially, the solution to an attribute reduction problem can be viewed as a reduct searching process. Currently, among various searching strategies, meta-heuristic searching has received extensive attention. As a new emerging meta-heuristic approach, the forest… read more here.
Keywords: ensemble framework; reduct searching; reduct; framework ... See more keywords