Scaling Up Inductive Logic Programming

• Heuristic search

  • annealing
  • probabilistic, stochastic search
  • genetic algorithm (Ichise, J.of JSAI99)

• Parallel implementation

  • Foil (Matsui, DS98)
  • Progol-like system (Ohwada, DS99)

• Sampling

  • (Srinivasan, KDD Journal)

• Database Technology

  • Claudien/DB (Blockeel, ILP96)
  • RDT/DB (Brockhausen, Data Mining with ILP96)

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