A new method for emulating self-organizing maps for visualization of datasets

• Main Authors: Cordel, Macario O., II, Azcarraga, Arnulfo P.
• Format: text
• Published: Animo Repository 2018
• Subjects: Self-organizing maps; Information visualization; Data sets; Document clustering; Computer Sciences; Data Science
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/2743
• Institution: De La Salle University

Several time-critical problems relying on large amount of data, e.g., business trends, disaster response and disease outbreak, require cost-effective, timely and accurate data summary and visualization, in order to come up with an efficient and effective decision. Self-organizing map (SOM) is a very...