Evolving rule-based systems in two medical domains using genetic programming

No abstract is available for this paper.

• Publication year

  2004

• Venue

  Artif. Intell. Medicine

• Publication date

  2004-11-01

• Fields of study

  Medicine, Computer Science

• Identifiers
  DOI 10.1016/J.ARTMED.2004.02.007PMID 15531151
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

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  2000cited by this paper
• Artificial Neural Networks in Biomedicine

  2000cited by this paper
• Genetic programming for knowledge discovery in chest-pain diagnosis.

  2000influential reference
• Evolutionary design of fuzzy logic controllers using strongly-typed GP

  1999influential reference
• Genetic Programming III: Darwinian Invention & Problem Solving

  1999influential reference
• An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller

  1999cited by this paper
• Genetic programming III: Darwinian invention and problem solving [Book Review]

  1999influential reference
• Grammatical Evolution: Evolving Programs for an Arbitrary Language

  1998cited by this paper
• Neuro-fuzzy modeling for nonlinear dynamic system identification

  1998cited by this paper
• Cytopathology of the Uterus

  1997cited by this paper
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  1996cited by this paper
• Experiments with a New Boosting Algorithm

  1996cited by this paper
• A methodology for processing problem constraints in genetic programming

  1996cited by this paper
• A uniform approach to model-based fuzzy control system design and structural optimisation

  1996cited by this paper
• Type-constrained genetic programming for rule-base definition in fuzzy logic controllers

  1996cited by this paper
• Proceedings of the 1st annual conference on genetic programming

  1996cited by this paper
• Genetic Algorithms and Soft Computing

  1996cited by this paper
• Advances in genetic programming: volume 2

  1996cited by this paper
• On using syntactic constraints with genetic programming

  1996cited by this paper
• DESIGNING NEURO-FUZZY SYSTEMS THROUGH BACKPROPAGATION

  1996cited by this paper
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• Classification of Cells in Cervical Smears

  1995cited by this paper
• Applications of machine learning and rule induction

  1995cited by this paper
• Proceedings of the 6th International Conference on Genetic Algorithms

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• Data structures and genetic programming

  1995cited by this paper
• Strongly Typed Genetic Programming

  1995cited by this paper
• A Mathematical Analysis of Tournament Selection

  1995cited by this paper
• Applying ethics to information technology issues

  1995cited by this paper
• Genetic Programming II: Automatic Discovery of Reusable Programs.

  1994cited by this paper
• Programs for Machine Learning

  1994cited by this paper
• Advances in Genetic Programming

  1994cited by this paper
• C4.5: Programs for Machine Learning

  1992cited by this paper
• Genetic Programming: On the Programming of Computers by Means of Natural Selection

  1992influential reference
• The Strength of Weak Learnability

  1989cited by this paper
• Genetic Algorithms in Search Optimization and Machine Learning

  1988influential reference
• The Aachen Aphasia Test.

  1984cited by this paper
• Medical Problem Solving: An Analysis of Clinical Reasoning

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• Comparison of the predicted and observed secondary structure of T4 phage lysozyme.

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• Introduction to Evolutionary Computation

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• Early dropout prediction using data mining: a case study with high school students

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