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010   $a3-319-70160-6
024 7 $a10.1007/978-3-319-70160-8
035   $a(CKB)4100000001381489
035   $a(DE-He213)978-3-319-70160-8
035   $a(MiAaPQ)EBC5210845
035   $a(PPN)222226021
035   $a(EXLCZ)994100000001381489
100   $a20171228d2018      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aIdentifying Patterns in Financial Markets $eNew Approach Combining Rules Between PIPs and SAX /$fby João Leitão, Rui Ferreira Neves, Nuno C.G. Horta
205   $a1st ed. 2018.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018.
215   $a1 online resource (XVII, 66 p. 69 illus.) 
225 1 $aSpringerBriefs in Computational Intelligence,$x2625-3704
311   $a3-319-70159-2 
320   $aIncludes bibliographical references at the end of each chapters.
327   $aIntroduction -- Related Work -- SIR/GA approach -- Case studies.
330   $aThis book describes a new pattern discovery approach based on the combination among rules between Perceptually Important Points (PIPs) and the Symbolic Aggregate approximation (SAX) representation optimized by Genetic Algorithm (GA). The proposed approach was tested with real data from S&P500 index and all the results obtained outperform the Buy&Hold strategy. Three different case studies are presented by the authors.
410  0$aSpringerBriefs in Computational Intelligence,$x2625-3704
606   $aComputational intelligence
606   $aAlgorithms
606   $aEconomics, Mathematical
606   $aPattern perception
606   $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014
606   $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021
606   $aQuantitative Finance$3https://scigraph.springernature.com/ontologies/product-market-codes/M13062
606   $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X
615  0$aComputational intelligence.
615  0$aAlgorithms.
615  0$aEconomics, Mathematical.
615  0$aPattern perception.
615 14$aComputational Intelligence.
615 24$aAlgorithm Analysis and Problem Complexity.
615 24$aQuantitative Finance.
615 24$aPattern Recognition.
676   $a519.7
700   $aLeitão$b João$4aut$4http://id.loc.gov/vocabulary/relators/aut$0785680
702   $aNeves$b Rui Ferreira$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aHorta$b Nuno C.G$4aut$4http://id.loc.gov/vocabulary/relators/aut
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910299890603321
996   $aIdentifying Patterns in Financial Markets$92532498
997   $aUNINA