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OFAI-TR-2000-12 ( 252kB g-zipped PostScript file,  1148kB PDF file)

Data mining and EEG

Arthur Flexer

An overview of Data Mining (DM) and its application to the analysis of EEG is given by (i) presenting a working definition of DM, (ii) motivating why EEG analysis is a challenging field of application for DM technology and (iii) by reviewing exemplary work on DM applied to EEG analysis. The current status of work on DM and EEG is discussed and some general conclusions are drawn.

Keywords: Data Mining, EEG, Signal Processing, Neural Networks, Machine Learning, Statistics

Citation: Flexer A.: Data mining and electroencephalography, Statistical Methods in Medical Research, 9: 395-413, 2000.