000 02681nam a22004695i 4500
001 978-3-642-40997-4
003 DE-He213
005 20200420221253.0
007 cr nn 008mamaa
008 130916s2014 gw | s |||| 0|eng d
020 _a9783642409974
_9978-3-642-40997-4
024 7 _a10.1007/978-3-642-40997-4
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aWozniak, Michal.
_eauthor.
245 1 0 _aHybrid Classifiers
_h[electronic resource] :
_bMethods of Data, Knowledge, and Classifier Combination /
_cby Michal Wozniak.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2014.
300 _aXVI, 217 p. 69 illus., 3 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v519
505 0 _aIntroduction -- Data and knowledge hybridization -- Classifier hybridization -- Chosen applications of hybrid classifiers -- Conclusions.
520 _aThis book delivers a definite and compact knowledge on how hybridization can help improving the quality of computer classification systems. In order to make readers clearly realize the knowledge of hybridization, this book primarily focuses on introducing the different levels of hybridization and illuminating what problems we will face with as dealing with such projects. In the first instance the data and knowledge incorporated in hybridization were the action points, and then a still growing up area of classifier systems known as combined classifiers was considered. This book comprises the aforementioned state-of-the-art topics and the latest research results of the author and his team from Department of Systems and Computer Networks, Wroclaw University of Technology, including as classifier based on feature space splitting, one-class classification, imbalance data, and data stream classification.
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642409967
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v519
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-40997-4
912 _aZDB-2-ENG
942 _cEBK
999 _c52715
_d52715