Data Mining and Knowledge Discovery Handbook

Front Cover
Oded Z. Maimon, Lior Rokach
Springer Science & Business Media, Jan 1, 2005 - Computers - 1383 pages
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Data Mining and Knowledge Discovery Handbookorganizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository.

This book first surveys, then provides comprehensive yet concise algorithmic descriptions of methods, including classic methods plus the extensions and novel methods developed recently. This volume concludes with in-depth descriptions of data mining applications in various interdisciplinary industries including finance, marketing, medicine, biology, engineering, telecommunications, software, and security.

Data Mining and Knowledge Discovery Handbookis designed for research scientists and graduate-level students in computer science and engineering. This book is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management.

  

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Contents

I
1
II
2
III
6
IV
8
V
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VI
11
VII
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VIII
13
CCXXXIII
731
CCXXXIV
733
CCXXXV
737
CCXXXVI
743
CCXXXVIII
744
CCXXXIX
749
CCXL
751
CCXLI
758

IX
21
X
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XII
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XIII
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XV
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XVI
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XVII
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XVIII
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XX
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XXI
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XXIII
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XXIV
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XXV
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XXVI
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XXVII
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XXVIII
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XXX
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XXXI
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XXXII
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XXXIII
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XXXIV
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XXXV
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XLI
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XCIX
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C
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CI
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CIV
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CV
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CVI
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CVII
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CVIII
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CIX
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CLVIII
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CLXX
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CLXXIV
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CLXXVII
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CLXXVIII
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CLXXX
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CLXXXI
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CLXXXIII
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CLXXXIV
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CLXXXV
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CLXXXVII
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CLXXXVIII
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CLXXXIX
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CXC
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CXCI
599
CXCIII
603
CXCIV
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CXCVI
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CXCVII
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CXCVIII
611
CXCIX
614
CC
622
CCI
623
CCII
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CCIII
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CCIV
629
CCV
633
CCVI
641
CCVII
642
CCVIII
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CCX
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CCXI
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CCXII
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652
CCXIV
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CCXV
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CCXVI
657
CCXVII
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CCXVIII
663
CCXIX
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CCXX
671
CCXXI
675
CCXXII
694
CCXXIII
697
CCXXIV
698
CCXXV
704
CCXXVI
712
CCXXVII
714
CCXXVIII
715
CCXXIX
717
CCXXX
719
CCXXXI
725
CCXXXII
726
CCXLII
760
CCXLIII
762
CCXLV
765
CCXLVI
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CCXLVII
770
CCXLVIII
774
CCXLIX
775
CCL
777
CCLI
778
CCLII
779
CCLIII
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CCLIV
783
CCLV
789
CCLVI
790
CCLVII
793
CCLVIII
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CCLX
795
CCLXI
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CCLXII
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CCLXIII
801
CCLXIV
803
CCLXV
804
CCLXVII
808
CCLXVIII
814
CCLXIX
815
CCLXX
820
CCLXXI
833
CCLXXII
834
CCLXXIII
837
CCLXXIV
841
CCLXXV
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CCC
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CCCI
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CCCXXV
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CCCXXIX
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CCCXXX
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CCCXXXI
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CCCXXXIII
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CCCXXXIV
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CCCXXXV
1009
CCCXXXVI
1012
CCCXXXIX
1013
CCCXL
1017
CCCXLI
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CCCXLII
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CCCXLIII
1027
CCCXLIV
1033
CCCXLV
1038
CCCXLVI
1039
CCCXLVII
1043
CCCXLVIII
1044
CCCXLIX
1047
CCCL
1048
CCCLI
1052
CCCLII
1053
CCCLIII
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CCCLIV
1057
CCCLV
1058
CCCLVI
1059
CCCLVII
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1062
CCCLX
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CCCLXI
1066
CCCLXIII
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CCCLXIV
1071
CCCLXV
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CCCLXVI
1088
CCCLXVII
1098
CCCLXIX
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CCCLXX
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CCCLXXI
1120
CCCLXXII
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CCCLXXIX
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CCCLXXXI
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CCCLXXXII
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CCCLXXXV
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CCCLXXXIX
1175
CCCXC
1177
CCCXCI
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CCCXCII
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CCCXCIII
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CCCXCIV
1183
CCCXCV
1189
CCCXCVI
1190
CCCXCVII
1194
CCCXCVIII
1199
CCCXCIX
1200
CD
1203
CDI
1205
CDII
1210
CDIII
1214
CDIV
1219
CDV
1221
CDVI
1225
CDVII
1226
CDVIII
1228
CDIX
1235
CDX
1236
CDXI
1239
CDXII
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CDXIII
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CDXV
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CDXIX
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CDXX
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CDXXI
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CDXXIV
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CDXXVI
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CDXXVII
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CDXXIX
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CDXXX
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CDXXXI
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CDXXXIII
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CDXXXIX
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CDXL
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CDXLI
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CDXLIX
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CDLVIII
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CDLXIX
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CDLXXI
1371
CDLXXII
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CDLXXIII
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CDLXXIV
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CDLXXV
1379
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