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University of Pittsburgh    
2022-2023 Graduate & Professional Studies Catalog 
    
 
  Jun 25, 2024
 
2022-2023 Graduate & Professional Studies Catalog [Archived Catalog]

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ECE 2372 - PATTERN RECOGNITION


Minimum Credits: 3
Maximum Credits: 3
Emphasis on machine pattern recognition and learning; Bayes decision theory, parameter estimation, Bayesian belief networks, discriminant functions, supervised learning, nonparametric techniques, feature extraction, principal component analysis, hidden Markov models, expectation-maximization, support vector machines, artificial neural networks, unsupervised learning, clustering, and syntactic pattern recognition.
Academic Career: Graduate
Course Component: Lecture
Grade Component: Grad Letter Grade
Course Requirements: PROG: Swanson School of Engineering


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