Morphisms of group objects that satisfy the existence of a right inverse element form a commutative diagram. by Jian-Gang Tang (21594349)

Morphisms of group objects that satisfy the existence of a left inverse element form a commutative diagram. by Jian-Gang Tang (21594349)

Composition spectrum of primary ilmenite based on microanalysis of the elemental composition of the grains with an EDS sensor. by Gabriel Prates Hallal (19555976)

Data for Figs 3–9. by Xiaogang Li (299205)

Top-rated mode of transport based on the SEU algorithm (SEU scores from 0 to 40). by Johannes Weyer (13392175)

The comparison of results from the proposed architecture and state-of-the-art algorithms on the UNSW-B15, NSL-KDD and KDDCUP’99 dataset. by Abdullah Asım Yılmaz (20715311)

The run time for each algorithm in seconds. by Edward Antonian (21453161)

“…The goal of this paper is to examine several extensions to KGR/GPoG, with the aim of generalising them a wider variety of data scenarios. The first extension we consider is the case of graph signals that have only been partially recorded, meaning a subset of their elements is missing at observation time. …”

In a general category with finite products, morphisms of group objects that satisfy the existence of an identity element form a commutative diagram. by Jian-Gang Tang (21594349)

Comparative analysis of spike sorting using Uniform Manifold Approximation and Projection (UMAP) vs. feature-based methods in in vivo extracellular recordings. by Daniel Suárez-Barrera (22676654)

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Comparison of Uniform Manifold Approximation and Projection (UMAP)-based and feature-based spike sorting on synthetic data. by Daniel Suárez-Barrera (22676654)

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Spatiotemporal spike sorting on multi-electrode array (MEA) data: Uniform Manifold Approximation and Projection (UMAP) vs. SpyKING CIRCUS (SC). by Daniel Suárez-Barrera (22676654)

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Uniform Manifold Approximation and Projection (UMAP)-based sorting enhances detection of low-firing rate neurons and boosts mutual information. by Daniel Suárez-Barrera (22676654)

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Comparison of feature-based and Uniform Manifold Approximation and Projection (UMAP)-based spike sorting for neuron classification. by Daniel Suárez-Barrera (22676654)

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Code used for data analysis in this study. by Nourin Sultana (22339463)

Scatter plots showing the variations in impurity elements with TiO₂ and MgO contents. by Gabriel Prates Hallal (19555976)

In a general category with finite products, the morphisms of group objects that satisfy the existence of a left identity element form a commutative diagram. by Jian-Gang Tang (21594349)

In a general category with finite products, the morphisms of group objects that satisfy the existence of a right identity element form a commutative diagram. by Jian-Gang Tang (21594349)

USDA-ARS Tucson, Arizona 2014-2022 Data Reservoir of Field Experiments with Managed Honey Bee Colonies: Annotated Hive Frame Photos: Dataset I by Vladimir Kulyukin (21983990)

Data and code availability: Machine Learning on systematically curated data reveals key determinants of magnetic hyperthermia performance by Edgar Vega (21981590)

Code by Baoqiang Chen (21099509)