Self-organizing maps
Extracting meaningful labels for WEBSOM text archives
Proceedings of the tenth international conference on Information and knowledge management
Associative Processing and Processors
Associative Processing and Processors
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Parallelizing the Self-Organizing Feature Map on multiprocessor systems
Parallel Computing
A cartographic approach to visualizing conference abstracts
IEEE Computer Graphics and Applications
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Currently Océ investigates future document management services. One of these services is accessing dynamic document spaces, i.e. improving the access to document spaces which are frequently updated (like newsgroups). This process is rather computational intensive. This paper describes the research conducted on software development for massively parallel processors. A prototype has been built which processes streams of information from specified newsgroups and transforms them into personal information maps. Although this technology does speed up the training part compared to a general purpose processor implementation its real benefits emerges with larger problem dimensions because of the scalable approach.