Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The methods for variables selections which allows for optimal representation of objects group in the data are studied. Neural network based Boolean factor analysis is compared with two statistical methods - linear factor analysis and hierarchical clustering. It is shown that Boolean factor analysis is the best solution for binary data dimensionality reduction. Advantage of Boolean factor analysis is its nonlinearity.
['Dusan Husek', 'A. A. Frolov', 'Hana Rezankova', 'Vaclav Snasel', 'Pavel Polyakov']
I am writing a research paper on a idea Some Remarks on Binary Data Grouping
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