%0 Conference Paper %1 marghescu2005assessing %A Marghescu, Dorina %A Rajanen, Mikko %B Proceedings of IASTED International Conference on Databases and Applications (DBA 2005) %D 2005 %E Hamza, M. H. %I IASTED/ACTA Press %K SOM evaluation maps myown of organizing quality self use visualization %P 181-186 %T Assessing the Use of the SOM Technique in Data Mining. %U http://cc.oulu.fi/~mrajanen/IASTED2005_marghescu_rajanen.pdf %X The Self-Organizing Maps method is a special type of neural network used in clustering, visualization and abstraction. In this paper, we evaluate to what extent users of the SOM technique are satisfied with this tool in visualizing large amounts of data. The contribution of the paper consists of identifying the factors that influence the quality of use of SOM tools at the three levels considered for analysis: visualization of data, interaction with the tool, and information obtained. %@ 088986-462-4

@inproceedings{marghescu2005assessing, abstract = {The Self-Organizing Maps method is a special type of neural network used in clustering, visualization and abstraction. In this paper, we evaluate to what extent users of the SOM technique are satisfied with this tool in visualizing large amounts of data. The contribution of the paper consists of identifying the factors that influence the quality of use of SOM tools at the three levels considered for analysis: visualization of data, interaction with the tool, and information obtained.}, added-at = {2016-02-24T17:08:08.000+0100}, author = {Marghescu, Dorina and Rajanen, Mikko}, biburl = {https://www.bibsonomy.org/bibtex/200e1087aaee1a648406c7d7eb4e021cf/mrajanen}, booktitle = {Proceedings of IASTED International Conference on Databases and Applications (DBA 2005)}, editor = {Hamza, M. H.}, interhash = {141c66d2a7544eedd231b9e7b7af258b}, intrahash = {00e1087aaee1a648406c7d7eb4e021cf}, isbn = {088986-462-4}, issn = {1027-2666}, keywords = {SOM evaluation maps myown of organizing quality self use visualization}, location = {Innsbruck, Austria}, pages = {181-186}, publisher = {IASTED/ACTA Press}, timestamp = {2016-02-24T17:54:01.000+0100}, title = {Assessing the Use of the SOM Technique in Data Mining.}, type = {Publication}, url = {http://cc.oulu.fi/~mrajanen/IASTED2005_marghescu_rajanen.pdf}, year = 2005 }