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352 Index

Representational bias, 88, 145, 339 Transition system, 31, 174
Resource, 101, 218, 221 learning, 174
Resource-activity matrix, 221, 297 state, 31
RFID, see Radio Frequency Identification transition, 31
Rijkswaterstaat, 292 True negatives, 84
Risk, 23, 192 True positives, 83
RWS, see Rijkswaterstaat
U
S Underfitting, 15, 89, 90, 128, 152, 159, 205
SA-MXML, 108, 112 Unsupervised learning, 62, 64
Sarbanes-Oxley Act, 23, 192
Scoping the event log, 114 V
Secondary sector, 289 Verification, 52
Semantically Annotated Mining eXtensible Vicious circle, 45
Markup Language, see SA-MXML Visual analytics, 21, 220, 246
Sequence, 48, 103
Sequence mining, 77
W
Short-term simulation, 57, 239, 255
WEKA, 264
Simple event log, 106
WF-net, 127
Simplicity, 128, 151
WF-nets, see Workflow net
Simulation, 56, 238
WFM, see Workflow Management
Six Sigma, 21, 22
Workflow Management, 3
Slicing and dicing, 263
Workflow net, 38
Social network, 105, 222
case, 39
Social network analysis, 222 Workflow Patterns Initiative, 6, 31, 40
Sociometry, 222
Soundness, 50, 127 X
SOX, see Sarbanes-Oxley Act XES, 97, 107, 108, 110
Spaghetti process, 25, 301, 306 classifier, 109, 110
Supervised learning, 62
predictor variable, 62 concept extension, 110
response variable, 62 extensions, 108
global attributes, 109, 110
T life-cycle extension, 110
Temporal logic, 53 meta model, 108
Tertiary sector, 289, 310 organizational extension, 110
Time perspective, 11, 215, 230 semantic extension, 112
Timestamp, 98, 101, 113, 218, 230 serialization, 110
TomTom metaphor, 331 standard extensions, 110
Total Quality Management, 21 time extension, 112
TQM, see Total Quality Management XESame, 112
Trace, 9, 12, 104
Trace equivalence, 33, 141 Y
Transaction type, 101, 217, 218 YAWL, 40, 41
Transactional life-cycle model, 101, 110, 139, Yerkes–Dodson law, 30, 229
233 Yet Another Workflow Language, see YAWL