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Development of NeuroElectroMagnetic Ontologies (NEMO): A Framework for Mining Brain Wave Ontologies
Published on Sep 14, 20073883 Views
Event-related potentials (ERP) are brain electrophysiological patterns created by averaging electroencephalographic (EEG) data, time-locking to events of interest (e.g., stimulus or response onset). I
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Chapter list
Development of NeuroElectroMagnetic Ontologies (NEMO)00:00
Outline01:13
EEG Data02:05
ERP data and pattern analysis03:11
NEMO Neuroelectromagnetic ontologies04:51
NEMO Arhictecture05:38
Domain ontologies05:59
Ontology mining07:24
Our framework08:40
Four general procedures09:21
Experiments on ERP data09:47
Input raw ERP data10:18
Data processing(1)10:52
Data processing(2)11:32
ERP factors after PCA decomposition11:48
Mining ERP classes with clustering(1)11:58
Mining ERP classes with clustering(2)12:37
Mining ERP class taxonomy with hierarhical clustering(1)12:58
Mining ERP class taxonomy with hierarhical clustering(2)13:17
Mining ERP class taxonomy with hierarhical clustering(1)A13:28
Mining properties and axioms with clustering based classification(1)13:53
Mining properties and axioms with clustering based classification(2)14:09
Mining properties and axioms with clustering based classification(3)14:35
Discovering axioms among properties with association rule mining14:59
Rule optimization15:28
A partialn wiev of the mined ERP ontology16:01
Future/ongoing work16:30
Thank you18:29