Index
A-Priori Algorithm, 224, 225, 231
Accessible page, 199
Accumulated sum, 513
Accuracy impurity, 508
Action, 44
Activation function, 531
Activation map, 549
Active learning, 470
Ad-hoc query, 146
Adjacency matrix, 375
Adomavicius, G., 352
Advertising, 17, 128, 216, 293
Adwords, 302
Aﬃliation-graph model, 383
Afrati, F.N., 77, 78, 426
Agglomerative clustering, see Hierar-
chical clustering
Aggregation, 34, 38
Agrawal, R., 250
Alexandrov, A., 78
Algorithm, 1
All-pairs problem, 64, 68
Alon, N., 174
Alon-Matias-Szegedy Algorithm, 158
Ampliﬁcation, 113
Analytic query, 60
AND-construction, 113
Anderson, C., 352, 353
Andoni, A., 141
ANF, see Approximate neighborhood
function
ANF Algorithm, 419
Apache, 24, 25, 78, 79
Approximate neighborhood function, 419
Arbib, M,, 569
Arc, 405
Archive, 144
Ask, 204
Association rule, 217, 219
Associativity, 27, 45
Attribute, 33
Auction, 305
Augmentation of data, 567
Austern, M.H., 79
Authority, 204
Average, 156
B-tree, 292
Babcock, B., 174, 292
Babu, S., 174
Backpropagation, 539
Backpropagation through time, 561
Backstrom, L., 426
Bad point, 489
Bag, 40, 85
Balance Algorithm, 305
Balazinska, M., 78
Band, 100
Bandwidth, 22
Basket, see Market basket, 214, 216,
217, 246
Batch gradient descent, 495
Batch learning, 469
Bayes net, 5
BDMO Algorithm, 283
Beer and diapers, 218
Bell, R., 353
Bellkor’s Pragmatic Chaos, 322
Bengio, Y., 569
Berges, C.J.C., 570
Bergmann, R., 78
Berkhin, P., 212
571
