Page 362 - Data Science Algorithms in a Week

Index 343

fuzzy rules, 197, 198, 200, 201, 202, 203, 204, 205,
F
214, 215, 216, 217, 218
fuzzy sets, 198
fabrication, 182
face validity, 248, 250 fuzzy theory, 12
facial expression, 329
fantasy, 324, 328, 335 G
Fast Fourier transform, 109
feature selection, 18, 77, 96, 108 GA-Based Artificial Neural Networks, 158
feelings, 328, 329 gene expression, 17, 18, 19
FFT, 109, 111, 112, 113, 114, 117 gene pool, 159
filters, 57, 58, 59, 106, 184 generalizability, 106, 117
financial, x, 250, 256, 257, 259, 302, 303, 306 generalization performance, viii, 75, 96, 99, 101, 107
financial institutions, 256 generalized cross validation, 314
financial markets, 303, 306 Genetic Algorithms (GAs), v, vii, viii, 17, 20, 75, 76,
fitness, 77, 78, 79, 80, 82, 87, 90, 91, 92, 93, 94, 95, 77, 78, 79, 84, 85, 88, 89, 94, 95, 96, 97, 99, 100,
99, 130, 131, 158, 159, 160, 161, 162, 163, 164, 101, 102, 103, 123, 142, 143, 144, 147, 148, 151,
175, 176, 179 158, 172, 176, 177, 179, 230, 252, 283, 291
flank, 149, 150 genetic code, 82
flavonoids, 286, 299 genetic diversity, 82, 87
flexibility, 78, 99, 127, 174 genetic endowment, 330
flight, 162, 183, 186, 333 genetic programming, vii, ix, 96, 171
fluctuations, 124, 126, 136, 272, 278, 303, 304 Genetic Programming (GP), v, vii, ix, 96, 171, 172,
food industry, 277, 278, 285, 294 175, 176, 180, 183, 185, 188, 190
food products, 283, 285 genetics, 175, 283
food safety, 283, 294 GenIQ System, 185
food spoilage, 288 Germany, 50, 144, 303, 306
force, 126, 149, 150, 151, 154, 161, 164, 165, 166, global competition, 122
167, 169, 292 global economy, 260
forecasting, 122, 278 global markets, 122
formula, 59, 108, 127, 131, 132, 206 global warming, 303
foundations, 5, 7, 75, 76 glucosinolates, 287
fractal analysis, 299 glutathione, 291
free association, 324, 335 Google, 51, 119, 325
freedom, 62, 310 gram stain, 288
Freud, Sigmund, 324 graph, 11, 12, 13, 15, 17, 18, 55, 187
Full Self-Driving Automation, 51 greedy algorithm, 29
function values, 127 greedy layer-wise algorithm, 32
Function-specific, 50 growth, 230, 258, 274, 283, 288, 291
fungi, 290 guidance, 174
fusion, 109, 114, 115, 117, 174, 189, 190, 192 guidelines, 273
fuzzifier, 197, 203, 205, 206
fuzzy inference engine, 197, 198, 203, 204, 206, 214 H
fuzzy inference systems, 150, 199
Fuzzy logic, 72, 196, 201, 203 Hawking, Stephen, 325
system, 197, 198, 199, 200, 203, 298 health, 103, 182, 192, 198, 200, 226, 233, 251, 252,
fuzzy membership, 200 291, 297, 299
fuzzy rule base, 203, 204, 214, 215, 216
health care, 198, 200, 226, 252