Index_S

S

Sagent tool suite, 72

SANS Institute, 325

SAS

fraud survey, 266

Sample, Explore, Modify, Model, Assess (SEMMA), 244

Sechole, 307

Secret Internet Protocol Router Network (SIPRNET), 212

Secured sources agents, 113

Security

data, 65–66

network systems, 322

reports (SRs), 49

Security Focus, 325

Self-organizing maps (SOMs), 10–11, 179

after merging of spatially near neighbors, 35

algorithm implementation, 30–31

applying to bogus official crimes, 25, 27

architecture, 169

CATCH, 366, 367

cells, 31

clustering border smugglers with, 169–72

as dimension-reduction visualization technique, 30

feature maps (SOFMs), 178

as innovative investigator, 178

interpretation, 31, 32

key cluster discovery with, 170–71

learning process, 169

as unsupervised neural network training method, 30

Semantic Web, 61

Semio, 151–52

automated processes, 152

concept-mapping engine, 151

defined, 151

lexical technology, 152

See also Text mining tools

September 11, 2001, 15, 24

Sexual assault offender behavior modeling case study, 348–62

abstract, 348–49

data preparation, 353–60

data understanding, 351–53

discussion, 360–61

further work, 361

introduction, 349

task understanding, 350–51

Sid2user, 306

Signatures, 21–22

calling patterns, 289–90

in data mining, 22

defined, 21

in fraud detection, 272

software, decomposing, 363–64

Simple Object Access Protocol (SOAP), 331

Socioeconomic data, 45

Software agents. See Intelligent agents

SOMine, 171

Southwest Border States Anti-Drug Information System (SWBS ADIS), 53

Spectral analysis, 189

SPSS

Answer Tree, 228

Clementine, 26, 30, 179, 180, 181, 245–47

Neural Connection, 202

STATISTICA Neural Networks, 198, 202–3

defined, 202

Input Feature Selection, 203

Intelligent Problem Solver, 203

Neuro-Genetic Input Selection component, 203

SuperQuery, 230

Survivable active networks (SANs), 323

SyncSort, 72