574
INDEX
Dimension table, 60
Dimensionality reduction, 18, 340, 429,
503
Directed acyclic graph, 364
Directed graph, 405
Discard set, 270
Disk, 13, 221, 255, 278
Disk block, see Block
Display ad, 294, 295
Distance measure, 105, 253, 361, 538
Distinct elements, 154, 157
Distributed ﬁle system, 21, 24, 214,
221
DMOZ, see Open directory
Document, 82, 86, 217, 254, 313, 325,
326, 466
Document frequency, see Inverse doc-
ument frequency
Domain, 202
Dot product, 107, 544
Drineas, P., 460
Dropout, 566
Dryad, 77
DryadLINQ, 77
Dual construction, 360
Dubitzky, W., 461
Dumais, S.T., 460
Dup-elim task, 49
Dying ReLU, 535
e, 13
Edit distance, 108, 110
Eigenpair, 431
Eigenvalue, 179, 377, 430, 440, 441
Eigenvector, 179, 377, 430, 435, 440
ELU, 535
Email, 358
Energy, 448
Ensemble, 331
Ensemble methods, 516
Entity resolution, 122, 123
Entropy, 508, 537
Equijoin, 34
Erlingsson, I., 79
Ernst, M., 78
Ethernet, 21, 22
Euclidean distance, 105, 119, 502
Euclidean space, 105, 109, 254, 255,
258, 274
Ewen, S., 78
Exclusive-or, 529
Explainability, 3
Exploding derivative, 531
Exploding gradient, 562
Exponential linear unit, see ELU
Exponentially decaying window, see De-
caying window
Extrapolation, 501
Facebook, 18, 198, 356
Fact table, 60
Failure, 23, 30, 43, 51
Faloutsos, C., 427, 461
False negative, 100, 111, 239
False positive, 100, 111, 152, 239
Family of functions, 112
Fang, M., 250
Fayyad, U.M., 292
Feature, 278, 324–326
Feature selection, 470
Feature vector, 464, 517
Feedforward network, 531
Fetterly, D., 79
Fikes, A., 78
File, 23, 24, 221, 239
Filter, 44, 549
Filtering, 151
Fingerprint, 125
First-price auction, 305
Fixedpoint, 114, 204
Flajolet, P., 174
Flajolet-Martin Algorithm, 155, 419
Flatmap, 44
Flattening, 547
Flink, 77, 78
Flow graph, 42
Forget gate, 563
Fortunato, S., 426
Fotakis, D., 426
Franklin, M.J., 79
