文件名称:Vdetector-ZOUJI-20070626a-source-code

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It is a general purpose one-class classification algorithm. As a development in the research area of Artificial Immune Systems (AIS), it is a negative selection algorithm, one of the earliest methods inspired by immune system. Negative selection algorithms are mainly based on the negative selection process in the thymus, in which immature T cells that recognize self cells are eliminated before the rest can mature and are deployed into the immune system.

The implementation posted here uses real-valued representation although the algorithm of V-detector should apply to other data representations as long as the matching rule can be expressed as a threshold of some distance measure.


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下载文件列表

vdmovie\compile.bat

.......\debug

.......\detectors.txt

.......\images

.......\......\copy.png

.......\......\cut.png

.......\......\new.png

.......\......\open.png

.......\......\paste.png

.......\......\save.png

.......\......\Thumbs.db

.......\mainControl.txt

.......\Makefile

.......\Makefile.Debug

.......\Makefile.Release

.......\notes.txt

.......\output_1.txt

.......\output_1.txt.csv

.......\output_2.txt

.......\output_2.txt.csv

.......\Pentagram-mid_test.txt

.......\Pentagram-mid_train.txt

.......\release

.......\.......\euclideanvdmovie.png

.......\.......\moc_vdmovie.cpp

.......\.......\moc_vdmovie.o

.......\.......\Pentagram-mid_train.txt

.......\.......\qrc_vdmovie.cpp

.......\.......\qrc_vdmovie.o

.......\.......\ringvdmovie.png

.......\.......\statutil.o

.......\.......\vdetector.o

.......\.......\vdmovie.exe

.......\.......\vdmovie.o

.......\.......\vdmovie.png

.......\.......\vdmovie_main.o

.......\Ring-mid_test.txt

.......\Ring-mid_train.txt

.......\statutil.c

.......\statutil.h

.......\vd.exe

.......\vdetector.c

.......\vdetector.h

.......\vdetector_main.c

.......\vdmovie.cpp

.......\vdmovie.h

.......\vdmovie.pro

.......\vdmovie.qrc

.......\vdmovie_main.cpp

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