Page 367 - Data Science Algorithms in a Week

348 Index

robustness, 8
R
Rote Learning, 53
rules, 44, 78, 125, 128, 130, 197, 198, 200, 201, 202,
radial distribution, 151
random assignment, 107 203, 204, 205, 214, 215, 216, 217, 218, 258, 326
random numbers, 96, 163
Random reshaping, 108 S
real time, 36, 61, 70, 172, 294
reality, 309, 321, 323, 326, 328, 332, 333, 334 safety, 50, 70, 72, 126, 192, 283
reasoning, vii, x, 172, 195, 203, 229, 230, 251, 252 Saudi Arabia, 195, 196, 203, 206, 221, 229, 252,
recognition, viii, 44, 45, 53, 54, 56, 57, 67, 71, 72, 255, 275
117, 119, 333 science, 45, 102, 173, 174, 175, 189, 259, 283, 296,
regression, ix, x, 13, 54, 56, 57, 60, 76, 99, 102, 123, 322, 325, 328, 330, 332
143, 149, 150, 172, 189, 289, 298, 299, 301, 304, scientific computing, 144
309, 314, 315, 316, 317 scope, 292
regression analysis, 143, 149, 150 search space, 78, 121, 127, 129, 130, 132, 141, 159,
regression equation, 123 160, 162, 163
Regression Trees, vi, x, 172, 301, 304, 309, 314, seasonality, 309
315, 316 second generation, 332
regulations, 70, 257, 260 security, 50, 51, 256, 260
reinforcement learning, 53, 54, 172 self-adaptation, 87, 92
Reinforcement Learning, 54 Semi-supervised Learning, 54
reliability, 150, 196, 275 sensitivity, 126, 288, 311
renewable energies, 309 sensors, 60, 61, 63, 173
replication, 87, 290, 335 sequencing, 96
reproduction, 77, 158, 159, 175, 176, 179, 330 sequential behavior, 257
reputation, 133 services, 33, 69, 195, 196, 230, 234, 243, 245, 251,
requirements, 51, 67, 78, 94, 107, 127, 217, 260, 252
267, 270, 272 SFS, 198
researchers, viii, 4, 50, 51, 76, 77, 99, 106, 149, 153, Shale gas, 308
195, 198, 277, 326, 332 signals, 61, 67, 69, 70, 151, 154
resistance, 290 signs, 64, 109, 327
resolution, 102, 183, 294 simple linear regression, 224
resource allocation, 73 simulation, viii, x, 23, 24, 25, 26, 28, 33, 34, 36, 37,
resource utilization, 251 39, 40, 42, 44, 46, 47, 79, 100, 102, 103, 123,
resources, 24, 36, 69, 196, 230, 234, 243, 245, 246, 124, 127, 128, 133, 143, 145, 172, 175, 192, 193,
250, 256 224, 229, 230, 232, 238, 239, 244, 247, 248, 249,
response, 13, 82, 84, 123, 138, 141, 142, 185, 186, 250, 251, 252, 255, 256, 257, 258, 259, 261, 262,
187, 192, 258, 259, 267, 290, 293, 297, 314, 329 264, 268, 269, 270, 272, 273, 274, 275, 318, 319,
responsiveness, 269, 327 326, 329, 331, 336
restricted Boltzmann machines, 29, 44, 45, 46 Simulation Kernel, 33
restrictions, 25, 308, 314 simulation modeling, vi, x, 145, 229, 275
Retrieval Engine, 234 simulation models, 123, 248, 250, 262, 272
risk, x, 16, 51, 61, 62, 63, 70, 90, 122, 148, 156, 167, social behavior, 127
171, 172, 224, 255, 259, 260, 262, 263, 265, 267, social identity, 327
273, 274, 303, 312 social interaction, 162
risk aversion, 266 social network, 130
risk profile, 70, 265, 267 social reality, 328, 333
robotics, 56, 61, 73, 321, 327, 332 social theory, 337