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Author Ho, Tin Kam
Source CiteSeerX
Content type Text
File Format PDF
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Data processing & computer science
Subject Keyword Graphical Software ♦ Solution Develop-ment ♦ Data Prox-imity Relationship ♦ Interactive Tool ♦ Data Geometry ♦ Real-world Pattern Recognition Problem ♦ Effective Method ♦ Rapid Trial ♦ Several Common Challenge ♦ Rich Context ♦ Many Methodological Alternative ♦ Non-comparable Group ♦ Pattern Discovery ♦ Core Classification Task
Description Real-world pattern recognition problems contain rich context that must be taken into account in solution develop-ment. Beyond the core classification tasks, there are several common challenges including the need to correlate non-comparable groups of variables while preserving data prox-imity relationships within each group, visualization of data geometry, rapid trial of many methodological alternatives, and integration with existing infrastructure. We explore the effective methods and tools to meet with these challenges. We describe a graphical software, Mirage, as an experiment to address such concerns. 1.
In International Conference on Pattern Recognition
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research
Education Level UG and PG ♦ Career/Technical Study
Learning Resource Type Article
Publisher Date 2004-01-01