Data Mining and Knowledge Discovery Handbook, 2 Edition part 19 potx
Data Mining and Knowledge Discovery Handbook, 2 Edition part 19 potx
... (Sonquist et al., 197 1), MAID (Gillo, 19 72) , THAID (Morgan and Messenger, 197 3) and CHAID (Kass, 198 0). CHAID (Chisquare–Automatic–Interaction–Detection) was originally designed to handle nominal ... in the main memory. Chan and Stolfo (199 7) suggest partitioning the datasets into several disjointed datasets, so that each dataset is loaded separately into the memory and use...
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Data Mining and Knowledge Discovery Handbook, 2 Edition part 8 potx
... Rokach (eds.), Data Mining and Knowledge Discovery Handbook, 2nd ed., DOI 10.1007/978-0-387-09 823 -4_4, © Springer Science+Business Media, LLC 20 10 50 Jerzy W. Grzymala-Busse and Witold J. Grzymala-Busse Grzymala-Busse ... 4 (197 9), 26 2 29 6. Lipski W. Jr. On databases with incomplete information. Journal of the ACM 28 (198 1) 41– 70. Little R.J.A. and Rubin D.B. Stat...
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Data Mining and Knowledge Discovery Handbook, 2 Edition part 37 potx
... ACDE BCDE ACE ADE ABDE BCE BDE CDE DECEBC BD BE EDCB O / 2 2 3 2 4 3 32 4 22 3 1 12 543 22 2 3 111 11 11 11 D = TID Transaction 1 ABCDE 2 ABCD 3 ABE 4 ACD 5 CD 6 CE Fig. 17.1. This figure shows the ... al., 20 00,Boulicaut et al., 20 03), the disjunction-free sets (Bykowski and Rigotti, 20 03), the non-derivable itemsets (Calders and Goethals, 20 02) , the frequent pattern b...
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Data Mining and Knowledge Discovery Handbook, 2 Edition part 47 potx
... Jenkins D. (199 7), A novel neural network technique for the valua- tion of residential property. Neural Computing and Applications ; 5 :22 4 -22 9. Li W.J., Lee T., (20 02) , Object recognition and articulated ... granulation. 22 Granular Computing and Rough Sets - An Incremental Development 447 and component based design and programming (Szyperski, 20 02) ), in artificial intel-...
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Data Mining and Knowledge Discovery Handbook, 2 Edition part 48 potx
... 22 .3, we have Table 22 .4 and Table 22 .5; they are isomorphic. Table 22 .5 provides the topology of Table 22 .4. Table 22 .4 and 22 .5 provide a better interpretation than that of Table 22 .2 and 22 .3. 458 ... relations. 22 .6.1 Relational Tables and Partitions (Pawlak, 19 82) and (Lee, 198 3) observed that: A relational table is a knowledge rep- resentation of a...
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Data Mining and Knowledge Discovery Handbook, 2 Edition part 49 potx
... scientists and engineers all O. Maimon, L. Rokach (eds.), Data Mining and Knowledge Discovery Handbook, 2nd ed., DOI 10.1007/978-0-387-09 823 -4 _23 , © Springer Science+Business Media, LLC 20 10 22 Granular ... systems (Zadeh, 197 3). Many ideas have been explored (Lin, 198 8, Lin, 198 9a, Chu and Chen, 19 92, Raghavan, 199 5, Miyamoto, 20 04, Liu, 20 04, Grzymala-...
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Data Mining and Knowledge Discovery Handbook, 2 Edition part 54 potx
... Information and Knowledge Systems, Lecture Notes in Computer Science, Springer, pp. 178 -196 , 20 02. Maimon, O. and Rokach, L., Decomposition Methodology for Knowledge Discovery and Data Mining: Theory and ... On the Use of Fuzzy Logic in Data Mining, in The Data Mining and Knowledge Discovery Handbook, O. Maimon, L. Rokach (Eds.), pp. 517-533, Springer, 20...
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Data Mining and Knowledge Discovery Handbook, 2 Edition part 55 potx
... L. and Maimon, O., Clustering methods, Data Mining and Knowledge Discovery Handbook, pp. 321 –3 52, 20 05, Springer. Rokach, L. and Maimon, O., Data mining for improving the quality of manufacturing: ... and O. Maimon, L. Rokach (eds.), Data Mining and Knowledge Discovery Handbook, 2nd ed., DOI 10.1007/978-0-387-09 823 -4 _25 , © Springer Science+Business M...
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Data Mining and Knowledge Discovery Handbook, 2 Edition part 56 potx
... 87:731–748. Hand D., (199 8). Data Mining: Statistics and more? The American Statistician, 52: 1 12 118. Hand D., Mannila H. and Smyth P., (20 01). Principles of Data Mining. MIT Press. Han J. and Kamber ... k. They include (Abramovich and Benjamini, 199 6,Birge and Massart, 20 01, Abramovich et al., 20 01, Tibshirani, 199 6, George and Foster, 20 00), and (Foster et...
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Data Mining and Knowledge Discovery Handbook, 2 Edition part 57 potx
... (a 1 ,b 1 ,c 1 ,d 1 ), (a 2 ,b 2 ,c 2 ,d 2 ) of four-fold tables: a 2 ≥ a 1 ,b 2 ≤ b 1 ,c 2 ≤ c 1 ,d 2 ≥ d 1 and Tr Q (a 1 ,b 1 ,c 1 ,d 1 )=1 implies Tr Q (a 2 ,b 2 ,c 2 ,d 2 )=1. In other words: ... if ψ 1 ¬ ψ 1 ϕ 1 a 1 b 1 ¬ ϕ 1 c 1 d 1 ψ 2 ¬ ψ 2 ϕ 2 a 2 b 2 ¬ ϕ 2 c 2 d 2 are four-fold tables of the pairs ( ϕ 1 , ψ 1 ), ( ϕ 2 , ψ 2 ) of open for...
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