Tiago F. R. Ribeiro<p>Redução de Dimensionalidade com Grafos Ajustados Localmente</p><p>LocalMAP é um novo algoritmo de redução de dimensionalidade que ajusta dinamicamente o grafo de similaridade dos dados, tornando os ‘clusters’ mais separáveis e confiáveis, especialmente em grandes conjuntos de dados, superando limitações de métodos tradicionais. </p><p>📎<a href="https://arxiv.org/pdf/2412.15426" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/pdf/2412.15426</span><span class="invisible"></span></a> <br>👨‍💻 <a href="https://github.com/williamsyy/LocalMAP" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">github.com/williamsyy/LocalMAP</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/LocalMAP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LocalMAP</span></a> <a href="https://mastodon.social/tags/Clusters" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Clusters</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://mastodon.social/tags/DataViz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataViz</span></a> <a href="https://mastodon.social/tags/BigData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BigData</span></a> <a href="https://mastodon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://mastodon.social/tags/GraphLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GraphLearning</span></a> <a href="https://mastodon.social/tags/Arxiv" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Arxiv</span></a> <a href="https://mastodon.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenSource</span></a> <a href="https://mastodon.social/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a></p>