Self-Organized Clustering

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Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (7 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• FastAiAlloc: A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategies
  9 Aug 2023 1 repository listed
  To integrate these steps, this work proposes a framework based on the following strategies, widely used in the literature: Genetic Algorithms (GA), Particle Swarm Optimization (PSO) and Linear Programming, besides our…
• A Survey and Implementation of Performance Metrics for Self-Organized Maps
  11 Nov 2020 1 repository listed
  Quantitative evaluation of self-organizing maps (SOM) is a subset of clustering validation, which is a challenging problem as such.
• The GH-EXIN neural network for hierarchical clustering
  1 Jan 2020 1 repository listed
  Furthermore, an important and very promising application of GH-EXIN in two-way hierarchical clustering, for the analysis of gene expression data in the study of the colorectal cancer is described.
• Deep Embedded SOM: Joint Representation Learning and Self-Organization
  24 Apr 2019 1 repository listed
  In the wake of recent advances in joint clustering and deep learning, we introduce the Deep Embedded Self-Organizing Map, a model that jointly learns representations and the code vectors of a self-organizing map.