Confidence and Support Classification Using Genetically Programmed Neural Logic Networks

Created by W.Langdon from gp-bibliography.bib Revision:1.8081

@InProceedings{chia:cas:gecco2004,

• author = "Henry Wai-Kit Chia and Chew-Lim Tan",
• title = "Confidence and Support Classification Using Genetically Programmed Neural Logic Networks",
• booktitle = "Genetic and Evolutionary Computation -- GECCO-2004, Part II",
• year = "2004",
• editor = "Kalyanmoy Deb and Riccardo Poli and Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and Paul Darwen and Dipankar Dasgupta and Dario Floreano and James Foster and Mark Harman and Owen Holland and Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and Dirk Thierens and Andy Tyrrell",
• series = "Lecture Notes in Computer Science",
• pages = "836--837",
• address = "Seattle, WA, USA",
• publisher_address = "Heidelberg",
• month = "26-30 " # jun,
• organisation = "ISGEC",
• publisher = "Springer-Verlag",
• volume = "3103",
• ISBN = "3-540-22343-6",
• ISSN = "0302-9743",
• DOI = "doi:10.1007/b98645",
• URL = "http://www.comp.nus.edu.sg/~tancl/Papers/GECCO2004/gecco04post.pdf",
• size = "2",
• keywords = "genetic algorithms, genetic programming, Poster",
• abstract = "Typical learning classifier systems employ conjunctive logic rules for representing domain knowledge. The classifier XCS is an extension of LCS with the ability to learn boolean logic functions for data mining. However, most data mining problems cannot be expressed simply with boolean logic. Neural Logic Network (Neulonet) learning is a technique that emulates the complex human reasoning processes through the use of net rules. Each neulonet is analogous to a learning classifier that is rewarded using support and confidence measures which are often used in association-based classification. Empirical results shows promise in terms of generalisation ability and the comprehensibility of rules.",
• notes = "GECCO-2004 A joint meeting of the thirteenth international conference on genetic algorithms (ICGA-2004) and the ninth annual genetic programming conference (GP-2004)",

}

Genetic Programming entries for Henry Wai-Kit Chia Chew-Lim Tan

Citations