xoEPC - Jan Mendling

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D.3. Multivariate Logistic Regression 431 Step 1 2 3 4 5 6 7 8 9 Hosmer and Lemeshow Test Chi-square df Sig. 330,522 8 ,000 26,819 8 ,001 4,278 8 ,831 4,341 8 ,825 8,101 8 ,424 9,961 8 ,268 7,184 8 ,517 10,573 8 ,227 7,890 8 ,444 Figure D.1: Hosmer and Lemeshow test for multivariate logistic regression Step 1 2 3 4 5 6 7 8 9 Model Summary 1178,396a -2 Log Cox & Snell Nagelkerke likelihood R Square R Square ,546 ,728 768,884 b ,631 ,841 584,495 c ,664 ,885 554,211 d ,669 ,892 528,702 c ,673 ,898 521,807 c ,674 ,899 515,520 d ,675 ,901 511,687 d ,676 ,901 513,645 d ,676 ,901 a. Estimation terminated at iteration number 5 because parameter estimates changed by less than ,001. b. Estimation terminated at iteration number 6 because parameter estimates changed by less than ,001. c. Estimation terminated at iteration number 7 because parameter estimates changed by less than ,001. d. Estimation terminated at iteration number 8 because parameter estimates changed by less than ,001. Figure D.2: Nagelkerke R 2 for multivariate logistic regression
432 D. Logistic Regression Results Step 1 Step 2 Step 3 Step 4 Step 5 Step 6 Step 7 Step 8 Step 9 Observed hasErrors Overall Percentage hasErrors Overall Percentage hasErrors Overall Percentage hasErrors Overall Percentage hasErrors Overall Percentage hasErrors Overall Percentage hasErrors Overall Percentage hasErrors Overall Percentage hasErrors Overall Percentage a. The cut value is ,500 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 Classification Table a Predicted hasErrors Percentage 0 1 Correct 1761 0 100,0 213 0 ,0 89,2 1736 25 98,6 134 79 37,1 91,9 1720 41 97,7 83 130 61,0 93,7 1719 42 97,6 77 136 63,8 94,0 1719 42 97,6 64 149 70,0 94,6 1721 40 97,7 61 152 71,4 94,9 1722 39 97,8 61 152 71,4 94,9 1723 38 97,8 57 156 73,2 95,2 1724 37 97,9 58 155 72,8 95,2 Figure D.3: Classification table for multivariate logistic regression
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Detection and Prediction of Errors
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Abstract Business process modeling
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Acknowledgement On these pages it i
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Contents List of Figures iv List of
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Contents iii 4.3.4 Reduction of the
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List of Figures 1.1 Information Sys
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List of Figures vii 4.15 Reduction
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List of Figures ix A.5 Asset Accoun
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List of Figures xi A.40 Plant Maint
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List of Figures xiii A.77 Sales and
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List of Figures xv B.23 Personnel T
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List of Figures xvii C.3 Box plot f
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List of Figures xix C.59 Box plot f
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List of Tables 3.1 Overview of appr
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List of Acronyms ACM Association fo
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Table of Acronyms xxv WS-CDL Web Se
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Chapter 1 Introduction This chapter
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1.2. Research Contributions 3 1.2 R
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1.3. Epistemological Position 5 wit
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1.3. Epistemological Position 7 lem
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1.3. Epistemological Position 9 The
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1.3. Epistemological Position 11 ce
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1.4. Structure of this Thesis 13 ne
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3.4. EPC Semantics 53 a decision ha
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3.4. EPC Semantics 55 c1 c2 e1 f1 e
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3.4. EPC Semantics 57 e2 f2 a3 a4 a
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3.4. EPC Semantics 59 Boolean net.
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3.4. EPC Semantics 61 Even though t
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3.4. EPC Semantics 63 mann propose
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3.4. EPC Semantics 65 Table 3.3 sum
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3.4. EPC Semantics 67 In the follow
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3.4. EPC Semantics 69 token. The di
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3.4. EPC Semantics 71 have a wait c
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3.4. EPC Semantics 73 d dead contex
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3.4. EPC Semantics 75 (a) (b) (c) (
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3.4. EPC Semantics 77 (a) d (b) (c)
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3.4. EPC Semantics 79 • Figure 3.
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3.4. EPC Semantics 81 assigns a pos
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3.4. EPC Semantics 83 are in a wait
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3.4. EPC Semantics 85 • m → −
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3.4. EPC Semantics 87 is set to dea
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3.4. EPC Semantics 89 • m ∗ →
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3.4. EPC Semantics 91 Algorithm 1 P
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3.4. EPC Semantics 93 format [IDS03
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3.4. EPC Semantics 95 Figure 3.22:
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3.5. EPCs and other Process Modelin
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224 A. Errors found with xoEPC Anal
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226 A. Errors found with xoEPC Post
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228 A. Errors found with xoEPC Post
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230 A. Errors found with xoEPC Need
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236 A. Errors found with xoEPC Capa
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238 A. Errors found with xoEPC Shop
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240 A. Errors found with xoEPC Open
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242 A. Errors found with xoEPC Requ
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244 A. Errors found with xoEPC Mat.
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246 A. Errors found with xoEPC Chec
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248 A. Errors found with xoEPC Comp
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250 A. Errors found with xoEPC Budg
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252 A. Errors found with xoEPC Paym
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254 A. Errors found with xoEPC Mate
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256 A. Errors found with xoEPC Prov
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260 A. Errors found with xoEPC Empl
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262 A. Errors found with xoEPC Exte
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266 A. Errors found with xoEPC Main
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274 A. Errors found with xoEPC With
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276 A. Errors found with xoEPC Proj
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278 A. Errors found with xoEPC Peri
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280 A. Errors found with xoEPC Ente
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282 A. Errors found with xoEPC Ente
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284 A. Errors found with xoEPC Insp
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288 A. Errors found with xoEPC Serv
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292 A. Errors found with xoEPC Recr
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294 A. Errors found with xoEPC Seco
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296 A. Errors found with xoEPC Deli
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298 A. Errors found with xoEPC Deli
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300 A. Errors found with xoEPC Quot
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302 A. Errors found with xoEPC Good
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304 A. Errors found with xoEPC Spec
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306 A. Errors found with xoEPC Nett
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312 A. Errors found with xoEPC OTC
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314 A. Errors found with xoEPC
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316 B. EPCs not completely reduced
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374 C. Descriptive Statistics of Va
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Page 313 and 314: 442 Bibliography [ACD + 03] T. Andr
Page 315 and 316: 444 Bibliography [ARD + 06] W.M.P.
Page 317 and 318: 446 Bibliography [BE05b] U. Brandes
Page 319 and 320: 448 Bibliography [Boe81] B.W. Boehm
Page 321 and 322: 450 Bibliography Proceedings of the
Page 323 and 324: 452 Bibliography [DAV05] B.F. van D
Page 325 and 326: 454 Bibliography [DZ05] J. Dehnert
Page 327 and 328: 456 Bibliography [GD05a] A. Selçuk
Page 329 and 330: 458 Bibliography [Gro75] E. Grochla
Page 331 and 332: 460 Bibliography [HMPR04] A.R. Hevn
Page 333 and 334: 462 Bibliography [IEE83] IEEE. IEEE
Page 335 and 336: 464 Bibliography [Kie03] B. Kiepusz
Page 337 and 338: 466 Bibliography volume 4103 of Lec
Page 339 and 340: 468 Bibliography [Löw00] J. Löwer
Page 341 and 342: 470 Bibliography [MH05] J. Mendling
Page 343 and 344: 472 Bibliography many, pages 61-80,
Page 345 and 346: 474 Bibliography Workshops at the 1
Page 347 and 348: 476 Bibliography [Nis98] M.E. Nisse
Page 349 and 350: 478 Bibliography [Por85] M. E. Port
Page 351 and 352: 480 Bibliography [RV04] H.A. Reijer
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482 Bibliography [SF06] H. Smith an
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484 Bibliography on Conceptual Mode
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486 Bibliography A. Haller, editors
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488 Bibliography O. Pastor, editors
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490 Bibliography [WVA + 06b] M.T. W
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xoEPC - Jan Mendling

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