Page 313 - Artificial Intelligence for the Internet of Everything

Index 291

System-augmented human decision-making Unattended ground sensors (UGSs), 21
perspective, 164 Unified modeling language class diagram,
System design is a recursive process, 268f
246–251 Unmanned markets, 172–175, 182
System-design process, 244 Urban environments, VBIEDs in, 21–22
System-of-systems, 242–243, 245 US Department of Defense, 47
Systems Modeling Language, 267–268 US Department of Health and Human
Systems models, 245 Services, 123
System-wide failures, 2 US Food and Drug Administration,
194
T US power grid, 219–220
A Tale of Two Cities (Dickens), 172 US workers, 8–9
Task-driven dictionary learning problem,
30–31 V
Team-focused communications, 104 Validation and verification (V&V), formal
Teaming dimensions, frequency of, 110f methods of, 242
Teammate-likeness model, 108–109, 111, Validity assessment, 211
113 Value discussion, 154–158
Team-optimal decisions, 84 Value of Information (VoI), 145–147,
Teams of agents, 5–7 149–150, 164–166
Team structure Variables of team structure, 76f
adaptation of, 79–80 Variable-to-factor messages, 78
variables of, 76f Variational free energy, 68–69
Technology, 101 Variational inference, 68
Technology-focused research, 88–89, Vehicle-borne improvised explosive
92–93 devices (VBIEDs), in urban
Term algebra, 252 environments, 21–22
Thaler, Richard, 176 “V-model” of systems engineering, 250,
Themeal planner, 131–132 250f
Theranos’ story, 194–196 VoI. See Value of Information (VoI)
TK learning. See Tree kernel (TK) learning V&V. See Validation and verification (V&V)
Traditional MCMC methods, 37
Traditional scientific and design W
methodology, 58 Walrasian auctioneer, 173–175
Transformations of data domains, 30 Web of smart entities (WSE), 117, 129
Tree kernel (TK) learning, 202 depth of, 134, 135f
Trend reversal, 177–179 stakeholders, changing roles of, 130
Trend sustaining, 179–181 theory of, 126–130
Trust, 102, 107–108, 111 automation, 128–129
Trust antecedents, frequency of, 110f real-time data, 126–127
Typographical simplicity, 151np real-time models, 127–128
Web of smart things, 172np
U WSE. See Web of smart entities (WSE)
UAS drone, 21, 22f
Ubiquitous networking, 172, 177–178, Y
182–183 “yummly.com,”, 121, 125