Leiden algorithm
PulseAugur coverage of Leiden algorithm — every cluster mentioning Leiden algorithm across labs, papers, and developer communities, ranked by signal.
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Graph clustering outperforms K-means for speech term discovery
Researchers have published a paper proposing graph-based clustering as a superior method for unsupervised term discovery in speech processing. Unlike traditional center-based methods like K-means, which create uniform d…
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LLMs and citation topology reconnect fragmented academic networks
Researchers have developed a new framework to address fragmentation in citation networks by integrating citation topology with large language model-based text similarity. This hybrid approach uses LLMs to identify seman…
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Scanpy tutorial guides advanced single-cell RNA-seq analysis for PBMC data
This tutorial details how to perform advanced single-cell RNA sequencing analysis using the Scanpy library. The process involves loading and cleaning a PBMC dataset, identifying and removing low-quality cells and potent…