An Experimental Study on Asymmetric Self-Organizing Map

• Published in: Intelligent Data Engineering and Automated Learning - IDEA 2011 Vol. 6936; pp. 42 - 49
• Main Author: Olszewski, Dominik
• Format: Book Chapter
• Language: English
• Published: Germany Springer Berlin / Heidelberg 2011; Springer Berlin Heidelberg
• Series: Lecture Notes in Computer Science
• Subjects: Artificial intelligence; Asymmetric Self-Organizing Map; Heart rhythm recognition; Information retrieval; Self-Organizing Map; Sound recognition

The paper presents an extension of the justification for use of the asymmetric Self-Organizing Map (SOM). We claim that it can successfully applied in the wider area of research than the textual data analysis. The results of our experimental study in the fields of sound recognition and heart rhythm...