Schedule

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PRACTICAL PATTERN RECOGNITION
WORKSHOP
FOR
NONDESTRUCTIVE TESTING

DAY ONE

bullet10:00 - 10:30
bulletOverview of Artificial Intelligence Technology
bullet10:30 - 11:00
bulletIntroduction to Pattern Recognition
bulletPattern and waveform representation transformations feature definition
bulletIntroduction to statistical classifiers
bulletIntroduction to Neural Networks classifier
bullet1:00 - 3:00
bulletHands-on work on sample data
bulletIntroduces concepts of data analysis and transformations, feature selection, and Classifier design with statistical and neural network classifiers.
bullet3:00 - 5:00
bulletClassification Tools and Techniques
bulletFeature ranking
bulletClustering techniques
bulletHistogram analysis
bulletFeature selection from multi-channel data
bulletAnomaly detection

DAY TWO

bullet09:00 - 10:30
bulletBayesian and Maximum Likelihood Rules
bullet10:30 - 12:00
bulletNeural Network Theory
bullet01:00 - 3:00
bulletHands-on Classifier Design

DAY THREE

bullet09:00 - 12:00
bulletSupervised and Unsupervised Learning case Studies
bulletSome Implementation Decisions for On-line Systems and other Application Environments
bulletOptional topics for each participant
bulletExamination of participant's data
bulletDemonstration of image applications
bulletFurther classifier development with supplied data.
 

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