Page 361 - Data Science Algorithms in a Week

342 Index

decision trees, 234 embodiment, 321, 322, 331
decision-making process, 305 emergency department, ix, 195, 196, 202, 206, 209,
declarative knowledge, 52 221, 224, 225, 232, 250, 251, 252
decomposition, 40, 108, 110 emergency physician, 196
deep belief neural networks, 23, 28, 29, 44 emotion, 324, 325
deep learning, v, vii, viii, 23, 24, 39, 44, 45, 49, 51, employees, 233, 250
52, 54, 56, 57, 59, 60, 63, 66, 70, 172 employment, 122, 124, 263
defuzzifier, 197, 203, 206 energy, 30, 109, 278, 304, 308, 309, 316, 317
degradation, 230, 286, 299 engineering, 18, 22, 46, 73, 153, 175, 183, 189, 192,
Delphi methodology, x, 301, 303, 304, 305, 306, 275, 319, 327, 331, 335
316, 318 Ensemble clustering, 13, 18, 21
demand patterns., 256, 273 environment, x, 44, 50, 51, 60, 61, 70, 77, 94, 105,
depth, 57, 58, 150, 324 151, 156, 172, 175, 182, 183, 221, 230, 244, 255,
derivatives, 68, 78, 129, 144, 295, 296, 306 257, 259, 262, 268, 308, 330, 332
Descartes, René, 323 equilibrium, ix, 121, 124, 125, 136, 138, 141
detection, 34, 40, 117, 118 equilibrium point, 125, 136, 138, 141
deviation, 86, 90, 91, 93, 124, 125, 161, 164 equipment, 133, 174, 182
differential equations, 257, 259 ergonomics, 47, 192
dimensionality, 45, 59, 77, 106 essential oils, 278, 285, 288, 289, 290, 291, 292, 295,
discrete behaviors, 255, 257 297
Discrete Events Simulation, 229, 230 evidence, 18, 19, 308
discrete variable, 173 evolution, 96, 109, 150, 156, 158, 159, 175, 179,
discriminant analysis, 107, 118, 288 224, 295
discrimination, 106, 119 Evolutionary algorithms, 69, 77, 96, 127, 158, 163,
distinctness, 321 171, 172, 175, 190
distribution, 40, 67, 125, 131, 264, 283 evolutionary computation, 163
divergence, 32 Evolutionary Optimization, v, viii, 75, 101
diversification, 107 Evolutionary Programming (EP), 172, 176
diversity, 4, 5, 14, 15, 17, 18, 79, 87, 106, 159, 160, Evolutionary Strategies (ES), 172, 176
163, 304, 305 exchange rate, 307
DNA, 291, 299 execution, 24, 25, 28, 44, 58, 173, 258
DNA damage, 291, 299 exercise, 176
dreaming, 324, 335 experimental condition, 294
Dropout Layer, 59 experimental design, 284
dynamic systems, 126 Expert Knowledge, 196, 207
expert systems, 172
expertise, 103, 145, 193, 205, 259, 273, 275, 318,
E
319
E. coli, 288, 289, 298 exploitation, 78, 82, 284, 307, 308
e-commerce, vi, x, 102, 255, 256, 257, 258, 259, exponential functions, 109
260, 261, 269, 272, 274 external environment, 60
economic growth, 230 extraction, 2, 70, 105, 106, 107, 117, 119, 156, 284,
economic landscape, 258 298, 308
economics, 308, 317 extracts, 29, 59, 277, 278, 286, 287, 290, 297, 298
educational background, 145, 193, 275, 318, 319 extrusion, 284, 296
electricity, 278, 307, 308, 309
electroencephalography, 46
electromagnetic, 142