GitHub

Enhanced High-Performance UMAP C++ Implementation with C# Wrapper

UMAP (Uniform Manifold Approximation and Projection) is a dimensionality reduction technique that can be used for visualization, feature extraction, and preprocessing of high-dimensional data. Unlike ...
IEEE

Guard-FL: An UMAP-Assisted Robust Aggregation for Federated Learning

Abstract: Federated learning (FL) in Internet of Things (IoT) applications facilitates the collaborative training of a global model across distributed devices with a server. Despite its potential, the ...
IEEE

IEEE Communications Surveys and Tutorials

Abstract: I welcome you to the fourth issue of the IEEE Communications Surveys and Tutorials in 2021. This issue includes 23 papers covering different aspects of communication networks. In particular, ...
GitHub

scTriangulate is a Python package to mix-and-match conflicting clustering results in single cell analysis, and generate reconciled clustering solutions.

scTriangulate leverages cooperative game theory (Shapley Value) in conjunction with complimentary stability metrics (i.e. reassign score, TFIDF score and SCCAF score) to intelligently integrate ...
C&EN

Single-Cell RNA Sequencing Profiling Cellular Heterogeneity and Specific Responses of Fish Gills to Microplastics and Nanoplastics

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