Scientific Research Publishing

Dimensionality Reduction Evaluation for Multivariate Quantum Data ()

Visualization, Dimensionality Reduction, Reproducibility, Stability, Multivariate Quantum Data, Information Retrieval ...
IEEE

2DUMAP: Two-Dimensional Uniform Manifold Approximation and Projection for Fault Diagnosis

Abstract: With the continuous development of industry, the operational data of mechanical equipment has grown exponentially. High-dimensional fault data often contain a significant amount of noise ...
GitHub

QuPath Extension: FlowPath - qUMAP

UMAP dimensionality reduction and visualization for QuPath. Explore cell populations in embedding space, color by phenotype, select subsets with interactive polygons, and overlay marker expression — ...
IEEE

Exploration of the UMAP Algorithm for Assessment of Similarity between Synthetic and Real-world Image Datasets

Abstract: With the growing reliance on deep learning (DL) models for tasks in computer vision, high-quality training data is essential for the development of accurate models. However, generating large ...
Endocrinology Advisor

AACE Releases 2026 Update to Type 2 Diabetes Management Algorithm

The American Association of Clinical Endocrinology (AACE) has released the 2026 update to its consensus statement algorithm for the management of adults with type 2 diabetes (T2D). The statement was ...