- author = "Paul L. Rosin and Henry O. Nyongesa",
- title = "Combining Evolutionary, Connectionist, and Fuzzy Classification Algorithms for Shape Amalysis",
- booktitle = "Real-World Applications of Evolutionary Computing",
- year = "2000",
- editor = "Stefano Cagnoni and Riccardo Poli and George D. Smith and David Corne and Martin Oates and Emma Hart and Pier Luca Lanzi and Egbert Jan Willem and Yun Li and Ben Paechter and Terence C. Fogarty",
- volume = "1803",
- series = "LNCS",
- pages = "87--96",
- address = "Edinburgh",
- publisher_address = "Berlin",
- month = "17 " # apr,
- organisation = "EvoNet",
- publisher = "Springer-Verlag",
- keywords = "genetic algorithms, genetic programming, C4.5, OC1, Fuzzy IF-THEN rules, ANN, lilgp",
- ISBN = "3-540-67353-9",
- broken = "http://www.cs.cf.ac.uk/resources/papers/beans.ps.gz",
-
URL = "
http://citeseer.ist.psu.edu/rosin00combining.html",
-
DOI = "
doi:10.1007/3-540-45561-2_9",
- abstract = "the classification of a difficult data set containing large intra-class variability but low inter-class variability. Standard classifiers are weak and fail to achieve satisfactory results however, it is proposed that a combination of such weak classifiers can improve overall performance. The paper also introduces a novel evolutionary approach to fuzzy rule generation for classification problems.",
-
notes = "{"}...fuzzy classification rules of arbitrary size and
structure can be generated using genetic programming{"}
page90. Voting Schemes, confusion matrix. Seed shapes:
130 examples each with 17 continuous attributes from 9
species. {"}...no significant differences between the
individual techniques on our classification problem.
However, we have shown improvements can be achieved
through different combinations of these
techniques.
EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoRob, and EvoFlight, Edinburgh, Scotland, UK, April 17, 2000 Proceedings
http://evonet.lri.fr/evoweb/resources/books_journals/record.php?id=61",
