Visual Studio Magazine

Data Clustering Using a Self-Organizing Map (SOM) with C#

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on technique for visualizing and clustering data. A self-organizing map (SOM) is a data structure that can be used ...
ascopubs.org

Clinical validation of a self-organizing map (SOM)-based quantitative prediction algorithm to determine the site of origin of cancers of unknown primary (CUP)

Expression of the glutathione-S-transferase π (GST-π) protein correlates with survival in patients with stage I non-small cell lung cancer (NSCLC) No significant financial relationships to disclose.
Nature

Self-Organizing Map Applications in Groundwater Quality Assessment

Self-Organizing Maps (SOMs) have emerged as a powerful unsupervised neural-network technique for exploring complex groundwater quality datasets. By projecting high-dimensional water chemistry ...
Nature

Efficient joint resource allocation using self organized map based Deep Reinforcement Learning for cybertwin enabled 6G networks

Sixth-generation wireless communication has emerged, stimulating the rapid growth of numerous types of real-time applications that are characterized by their high data computing demands and formation ...