%0 Conference Paper %1 langdon:2001:mcs %A Langdon, W. B. %A Buxton, B. F. %B Second International Conference on Multiple Classifier System %C Cambridge %D 2001 %E Kittler, Josef %E Roli, Fabio %I Springer Verlag %K Characteristics, Operating Receiver algorithms, classifiers, cost cost-sensitive, crossover, data discovery, ensemble fair fusion, genetic knowledge mining, non-uniform of off, penalty programming, size trade %P 68--77 %T Genetic Programming for Improved Receiver Operating Characteristics %U http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=2096&spage=68 %V 2096 %X Genetic programming (GP) can automatically fuse given classifiers to produce a combined classifier whose Receiver Operating Characteristics (ROC) are better than Scott et al. 1998's scott:1998:BMVC ``Maximum Realisable Receiver Operating Characteristics'' (MRROC). I.e. better than their convex hull. This is demonstrated on artificial, medical and satellite image processing bench marks. %@ 3-540-42284-6

@inproceedings{langdon:2001:mcs, abstract = {Genetic programming (GP) can automatically fuse given classifiers to produce a combined classifier whose Receiver Operating Characteristics (ROC) are better than [Scott et al. 1998]'s scott:1998:BMVC ``Maximum Realisable Receiver Operating Characteristics'' (MRROC). I.e. better than their convex hull. This is demonstrated on artificial, medical and satellite image processing bench marks.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Cambridge}, author = {Langdon, W. B. and Buxton, B. F.}, biburl = {https://www.bibsonomy.org/bibtex/2d5c12e3375b0329b68e388afe7de740d/brazovayeye}, booktitle = {Second International Conference on Multiple Classifier System}, editor = {Kittler, Josef and Roli, Fabio}, interhash = {11de8405d70e8d57320455a0b1b0e6a9}, intrahash = {d5c12e3375b0329b68e388afe7de740d}, isbn = {3-540-42284-6}, keywords = {Characteristics, Operating Receiver algorithms, classifiers, cost cost-sensitive, crossover, data discovery, ensemble fair fusion, genetic knowledge mining, non-uniform of off, penalty programming, size trade}, month = {2-4 July}, notes = {http://www.diee.unica.it/mcs/ Technique in \cite{langdon:2001:gROC} used to combine different classifiers on trained on different data.}, pages = {68--77}, publisher = {Springer Verlag}, series = {LNCS}, size = {10 pages}, timestamp = {2008-06-19T17:44:59.000+0200}, title = {Genetic Programming for Improved Receiver Operating Characteristics}, url = {http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=2096&spage=68}, volume = 2096, year = 2001 }