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Classification, Parameter Estimation and State Estimation, 2nd Edition by David M. J. Tax, Dick de Ridder, Ferdinand van der Heijden, Yaobin Zou, Ming Feng, Guangzhu Xu, Bangjun Lei

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Index

a

  • Acceptance boundary
  • Adaboost
  • Algorithm
    • backward
    • condensation
    • forward
    • forward–backward
    • Viterbi
  • Allele
  • Autoregressive, moving average models

b

  • Batch processing
  • Bayes estimation
  • Bayes' theorem
  • Bayesian classification
  • Bhattacharyya upper bound
  • Bias
  • Binary classification
  • Binary measurements
  • Boosting
  • Branch-and-bound

c

  • Chernoff bound
  • Chi-square test
  • Chromosome
  • Classifier
    • Bayes
    • Euclidean distance
    • least squared error
    • linear
    • linear discriminant function
    • Mahalanobis distance
    • maximum a posteriori (MAP)
    • minimum distance
    • minimum error rate
    • nearest neighbour
    • perceptron
    • quadratic
    • support vector
  • Clustering
    • average-link
    • characteristics
    • complete-link
    • hierarchical
    • K-----means
    • single-link
  • Completely
    • controllable
    • observable
  • Computational complexity
  • Computational issues
  • Condensation algorithm (conditional density optimization)
  • Condensing
  • Confusion matrix
  • Consistency checks
  • Continuous state
  • Control law
  • Control vector
  • Controllability matrix
  • Controller
  • Convolutional Neural Networks (CNNs)
  • Cost
    • absolute value
    • function
    • matrix
    • quadratic
    • uniform
  • Covariance
  • Covariance model (CVM) based estimator
  • Covariance models
  • Cross-validation
  • Crossover
  • Curve
    • calibration
    • fitting

d

  • Datafiles
  • Datasets
  • Decision boundaries
  • Decision function
  • Degrees of freedom (Dof)
  • Dendrogram
  • Design set
  • Detection
  • Discrete
    • algebraic Ricatti equation
    • Kalman filter (DKF)
    • Lyapunov equation
    • Ricatti equation
    • state
  • Discriminability
  • Discriminant function
    • generalized linear
    • linear
  • Dissimilarity
  • Distance ...

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