-
2
-
-
81055138684
-
-
J. Manyika, M. Chui, B. Brown, J. Bughin, R. Dobbs, C. Roxburgh, and A. H. Byers, "Big data: The next frontier for innovation, competition, and productivity, " 2011.
-
(2011)
Big Data: The Next Frontier for Innovation, Competition, and Productivity
-
-
Manyika, J.1
Chui, M.2
Brown, B.3
Bughin, J.4
Dobbs, R.5
Roxburgh, C.6
Byers, A.H.7
-
3
-
-
84861725934
-
The age of big data
-
S. Lohr, "The age of big data, " New York Times, vol. 11, 2012.
-
(2012)
New York Times
, vol.11
-
-
Lohr, S.1
-
6
-
-
33745805403
-
A fast learning algorithm for deep belief nets
-
G. E. Hinton, S. Osindero, and Y.-W. Teh, "A fast learning algorithm for deep belief nets, " Neural computation, vol. 18, no. 7, pp. 1527-1554, 2006.
-
(2006)
Neural Computation
, vol.18
, Issue.7
, pp. 1527-1554
-
-
Hinton, G.E.1
Osindero, S.2
Teh, Y.-W.3
-
7
-
-
84864073449
-
Greedy layer-wise training of deep networks
-
Y. Bengio, P. Lamblin, D. Popovici, H. Larochelle et al., "Greedy layer-wise training of deep networks, " Advances in neural information processing systems, vol. 19, p. 153, 2007.
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 153
-
-
Bengio, Y.1
Lamblin, P.2
Popovici, D.3
Larochelle, H.4
-
8
-
-
84864069017
-
Efficient learning of sparse representations with an energy-based model
-
C. Poultney, S. Chopra, Y. L. Cun et al., "Efficient learning of sparse representations with an energy-based model, " in Advances in neural information processing systems, 2006, pp. 1137-1144.
-
(2006)
Advances in Neural Information Processing Systems
, pp. 1137-1144
-
-
Poultney, C.1
Chopra, S.2
Cun, Y.L.3
-
9
-
-
84867539048
-
A few useful things to know about machine learning
-
P. Domingos, "A few useful things to know about machine learning, " Communications of the ACM, vol. 55, no. 10, pp. 78-87, 2012.
-
(2012)
Communications of the ACM
, vol.55
, Issue.10
, pp. 78-87
-
-
Domingos, P.1
-
10
-
-
0000459353
-
The lack of a priori distinctions between learning algorithms
-
D. H. Wolpert, "The lack of a priori distinctions between learning algorithms, " Neural computation, vol. 8, no. 7, pp. 1341-1390, 1996.
-
(1996)
Neural Computation
, vol.8
, Issue.7
, pp. 1341-1390
-
-
Wolpert, D.H.1
-
12
-
-
85161148381
-
The elements of statistical learning: Data mining, inference and prediction
-
T. Hastie, R. Tibshirani, J. Friedman, and J. Franklin, "The elements of statistical learning: data mining, inference and prediction, " The Mathematical Intelligencer, vol. 27, no. 2, pp. 83-85, 2005.
-
(2005)
The Mathematical Intelligencer
, vol.27
, Issue.2
, pp. 83-85
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
Franklin, J.4
-
13
-
-
84924183918
-
-
Cambridge University Press Cambridge
-
A. Rajaraman, J. D. Ullman, J. D. Ullman, and J. D. Ullman, Mining of massive datasets. Cambridge University Press Cambridge, 2012, vol. 77.
-
(2012)
Mining of Massive Datasets
, vol.77
-
-
Rajaraman, A.1
Ullman, J.D.2
Ullman, J.D.3
Ullman, J.D.4
-
14
-
-
26644464819
-
The design and analysis of benchmark experiments
-
T. Hothorn, F. Leisch, A. Zeileis, and K. Hornik, "The design and analysis of benchmark experiments, " Journal of Computational and Graphical Statistics, vol. 14, no. 3, pp. 675-699, 2005.
-
(2005)
Journal of Computational and Graphical Statistics
, vol.14
, Issue.3
, pp. 675-699
-
-
Hothorn, T.1
Leisch, F.2
Zeileis, A.3
Hornik, K.4
-
16
-
-
0002331173
-
Comparison of learning algorithms for handwritten digit recognition
-
Y. LeCun, L. Jackel, L. Bottou, A. Brunot, C. Cortes, J. Denker, H. Drucker, I. Guyon, U. Muller, E. Sackinger et al., "Comparison of learning algorithms for handwritten digit recognition, " in International conference on artificial neural networks, vol. 60, 1995, pp. 53-60.
-
(1995)
International Conference on Artificial Neural Networks
, vol.60
, pp. 53-60
-
-
LeCun, Y.1
Jackel, L.2
Bottou, L.3
Brunot, A.4
Cortes, C.5
Denker, J.6
Drucker, H.7
Guyon, I.8
Muller, U.9
Sackinger, E.10
-
17
-
-
25144494760
-
Prediction error estimation: A comparison of resampling methods
-
A. M. Molinaro, R. Simon, and R. M. Pfeiffer, "Prediction error estimation: a comparison of resampling methods, " Bioinformatics, vol. 21, no. 15, pp. 3301-3307, 2005.
-
(2005)
Bioinformatics
, vol.21
, Issue.15
, pp. 3301-3307
-
-
Molinaro, A.M.1
Simon, R.2
Pfeiffer, R.M.3
-
19
-
-
84964203940
-
Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy
-
B. Efron and R. Tibshirani, "Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy, " Statistical science, pp. 54-75, 1986.
-
(1986)
Statistical Science
, pp. 54-75
-
-
Efron, B.1
Tibshirani, R.2
-
20
-
-
84936916896
-
Robust locally weighted regression and smoothing scatterplots
-
W. S. Cleveland, "Robust locally weighted regression and smoothing scatterplots, " Journal of the American statistical association, vol. 74, no. 368, pp. 829-836, 1979.
-
(1979)
Journal of the American Statistical Association
, vol.74
, Issue.368
, pp. 829-836
-
-
Cleveland, W.S.1
-
21
-
-
77950537175
-
Regularization paths for generalized linear models via coordinate descent
-
J. Friedman, T. Hastie, and R. Tibshirani, "Regularization paths for generalized linear models via coordinate descent, " Journal of statistical software, vol. 33, no. 1, p. 1, 2010.
-
(2010)
Journal of Statistical Software
, vol.33
, Issue.1
, pp. 1
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
22
-
-
0037076272
-
Diagnosis of multiple cancer types by shrunken centroids of gene expression
-
R. Tibshirani, T. Hastie, B. Narasimhan, and G. Chu, "Diagnosis of multiple cancer types by shrunken centroids of gene expression, " Proceedings of the National Academy of Sciences, vol. 99, no. 10, pp. 6567-6572, 2002.
-
(2002)
Proceedings of the National Academy of Sciences
, vol.99
, Issue.10
, pp. 6567-6572
-
-
Tibshirani, R.1
Hastie, T.2
Narasimhan, B.3
Chu, G.4
-
23
-
-
84880052669
-
Classification and regression trees
-
L. Olshen, C. J. Stone et al., "Classification and regression trees, " Wadsworth International Group, vol. 93, no. 99, p. 101, 1984.
-
(1984)
Wadsworth International Group
, vol.93
, Issue.99
, pp. 101
-
-
Olshen, L.1
Stone, C.J.2
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