572
INDEX
Berrar, D.P., 461
Betweenness, 363
BFR Algorithm, 266, 269
BFS, see Breadth-ﬁrst search
Bi-clique, 370
Bias vector, 530
Bickson, D., 79
Bid, 303, 305, 312, 313
Big data, 1
BigTable, 77
Bik, A.J.C., 79
Binary Classiﬁcation, 464
Biomarker, 217
Bipartite graph, 299, 359, 369, 370
BIRCH Algorithm, 292
Birrell, A., 79
Bitmap, 232, 233
Block, 13, 21, 192
Blockeel, H., 521
Blocking property, 43, 49
Blog, 200
Bloom ﬁlter, 152, 230
Bloom, B.H., 174
Blum, A., 521
Bohannon, P., 78
Boldi, P., 426
Bonferroni correction, 6
Bonferroni’s principle, 5, 6
Bookmark, 198
Boral, H., 427
Borkar, V., 77, 78
Boser, B., 570
Bottou, L., 521
BPTT, see Backpropagation through
time
Bradley, P.S., 292
Breadth-ﬁrst search, 363
Breiman, L., 20
Brick-and-mortar retailer, 216, 320, 321
Brin, S., 212
Broad matching, 305
Broder, A.Z., 20, 141, 212
Bu, Y., 78
Bucket, 10, 149, 164, 168, 230, 283
Budget, 304, 311
Budiu, M., 79
Bulk-synchronous system, 51
Burges, C.J.C., 521
Burrows, M., 78
Buxketing, 559
Caﬀe, 530, 569
Candidate itemset, 227, 240
Candidate pair, 81, 100, 231, 234
Carey, M., 77, 78
Categorical feature, 464, 511, 517
Cell state, 562
Centroid, 255, 258, 264, 267, 271
Chabbert, M., 353
chain rule, 542
Chandra, T., 78
Chang, F., 78
Channel, 548
Characteristic matrix, 89
Charikar, M.S., 141
Chaudhuri, S., 141
Checkpoint, 52
Chen, M.-S., 250
Child, 364
Cholera, 4
Chowdhury, M., 79
Chronicle data model, 173
Chunk, 24, 240, 270
CineMatch, 349
Class, 464
Classiﬁcation loss, 537
Classiﬁer, 330, 463
Click stream, 145
Click-through rate, 297, 303
Clique, 369
Cloud computing, 17
Cluster computing, 21, 22
Cluster tree, 278, 279
Clustera, 77
Clustering, 4, 17, 253, 337, 355, 361,
463
Clustroid, 258, 264
CNN, see Convolutional neural network
Collaboration network, 358
