Please suggest full form for SOM in reference to data mining, machine learning and data science except Self organising maps. i have used the abbreviation SOM in my topic of research that stands for self organising map.But now as my work contain many other data mining algorithms also, so i need a broad perspective. Moreover I cannot change title of research.
It is a good topic of research. You can modify it by the completion of our research according to your research findings and ground truths. Here are some some links that may be useful for your current research : https://arxiv.org/pdf/1609.05716.pdf
http://www.people.vcu.edu/~mmanic/papers/2018/HSI18_WickAmarMarinoManic_DSOM_IEEE.pdfArticle Application of Self-organising maps for data mining with inc...
Conference Paper Data Mining Using Self-Organizing Kohonen Maps: A Technique ...
Article Application of Self-organising maps for data mining with inc...
Neha Malik , the SOM in Data Science framework is referred to as Self Organizing Maps (SOM) regardless of whether you are into Machine Learning, Neural Networks or other data mining techniques. If you use multiple wordings for SOM in data mining, there will be a confusion to the reader. It means that when you start using the acronym SOM in many parts of your research work, the reader will find difficulty as to which SOM you are referring to. My suggestion is, you can think of other acronyms apart from SOM or other words that are unlikely to clash with SOM. All the best.
Self-organizing map
https://en.wikipedia.org/wiki/Self-organizing_map
Article A novel Self-Organizing Map (SOM) learning algorithm with ne...
https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fself-organizing-maps-ff5853a118d4
Thanks everyone for your valuable support. More suggestions are appreciated.
Self Organising Map is a type of Artificial Neural Network which is trained using unsupervised Algorithm to produce an output in the form of Map, a powerful visualization technique, that gives insights to the data scientists about the data
Sometimes it is hyphenated Self-organizing Map. I use this analysis method often via KH Coder.
As suggested by Kasyap Suresh you can use Self Organised Machine.
Otherwise, I feel it is better to use as follows it is AI or Machine Learning base,
Self Organizing Mechanism or Self Organized Method
- Badges
- Science topic
- Similar topics
- Computer Science
- Data Mining