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Finite-state automata for information extraction ... Probabilistic models for information extraction ... Representing a decision problem with a decision network ...

Regression and Classification with Linear Models ... Single-layer feed-forward neural networks (perceptrons) ... Making discoveries with inductive logic programming ... Conditional random fields for information extraction ... Functionalism and the brain replacement experiment ...

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