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Summary

  • Effective and advanced classification methods
    • Bayesian belief network (probabilistic networks)
    • Backpropagation (Neural networks)
    • Support Vector Machine (SVM)
    • Pattern-based classification
    • Other classification methods: lazy learners (KNN, case-based reasoning), genetic algorithms, rough set and fuzzy set approaches
  • Additional Topics on Classification
    • Multiclass classification
    • Semi-supervised classification
    • Active learning
    • Transfer learning

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