Intelligent data analysis techniques—machine learning and data mining

Research output: Chapter in Book/Report/Conference proceedingChapter

Original languageEnglish
Title of host publicationArtificial Intelligent Approaches in Petroleum Geosciences
PublisherSpringer International Publishing
Pages1-51
Number of pages51
ISBN (Electronic)9783319165318
ISBN (Print)9783319165301
DOIs
StatePublished - Jan 1 2015

ASJC Scopus Subject Areas

  • General Energy
  • General Computer Science
  • General Earth and Planetary Sciences
  • General Mathematics

Keywords

  • A posteriori probabilities
  • A priori probabilities
  • Active learning
  • Classifiers
  • Clustering
  • Decision trees
  • Entropy
  • Generalization
  • Impurity
  • Naive bayes classifiers
  • Neural networks
  • Overfitting
  • Perceptrons
  • Supervised learning
  • Unsupervised learning

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