-
3
-
-
79956121704
-
Parallel implementation of decision tree learning algorithms
-
December
-
Nuno Amado, Joao Gama, and Fernando Silva. Parallel implementation of decision tree learning algorithms. In The 10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving, pages 6-13, December 2001.
-
(2001)
The 10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving
, pp. 6-13
-
-
Amado, N.1
Gama, J.2
Silva, F.3
-
4
-
-
0003408496
-
-
University of California, Irvine, Dept. of Information and Computer Sciences
-
Catherine L. Blake, Eamonn J. Keogh, and Christopher J.Merz. UCI repository of machine learning databases. University of California, Irvine, Dept. of Information and Computer Sciences, 1998. http://www.ics.uci.edu/ ~mlearn/MLRepository.html.
-
(1998)
UCI Repository of Machine Learning Databases
-
-
Blake, C.L.1
Keogh, E.J.2
Merz, C.J.3
-
5
-
-
85162035281
-
The tradeoffs of large scale learning
-
MIT Press, Cambridge, MA. URL. to appear
-
Leon Bottou and Olivier Bousquet. The tradeoffs of large scale learning. In Advances in Neural Information Processing Systems, volume 20. MIT Press, Cambridge, MA, 2008. URL http://leon.bottou.org/papers/bottou-bousquet-2008. to appear.
-
(2008)
Advances in Neural Information Processing Systems
, vol.20
-
-
Bottou, L.1
Bousquet, O.2
-
6
-
-
0003802343
-
-
Wadsworth, Monterrey, CA
-
Leo Breiman, Jerome H. Friedman, Richard Olshen, and Charles J. Stone. Classification and Regression Trees. Wadsworth, Monterrey, CA, 1984.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.3
Stone, C.J.4
-
7
-
-
14844367057
-
An improved data stream summary: The count-min sketch and its applications
-
Graham Cormode and S.Muthukrishnan. An improved data stream summary: the count-min sketch and its applications. Journal of Algorithms, 55(1):58-75, 2005.
-
(2005)
Journal of Algorithms
, vol.55
, Issue.1
, pp. 58-75
-
-
Cormode, G.1
Muthukrishnan, S.2
-
8
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
Janez Demšar. Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research, 7:1-30, 2006.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1-30
-
-
Demšar, J.1
-
9
-
-
0346457323
-
BOAT - Optimistic decision tree construction
-
June
-
Johannes Gehrke, Venkatesh Ganti, Raghu Ramakrishnan, and Wei-Yin Loh. BOAT - optimistic decision tree construction. In ACM SIGMOD International Conference on Management of Data, pages 169-180, June 1999.
-
(1999)
ACM SIGMOD International Conference on Management of Data
, pp. 169-180
-
-
Gehrke, J.1
Ganti, V.2
Ramakrishnan, R.3
Loh, W.-Y.4
-
10
-
-
0037622270
-
How to summarize the universe: Dynamic maintenance of quantiles
-
Anna C. Gilbert, Yannis Kotidis, S. Muthukrishnan, and Martin J. Strauss. How to summarize the universe: dynamic maintenance of quantiles. In Proceedings of the 28th VLDB Conference, pages 454-465, 2002.
-
(2002)
Proceedings of the 28th VLDB Conference
, pp. 454-465
-
-
Gilbert, A.C.1
Kotidis, Y.2
Muthukrishnan, S.3
Strauss, M.J.4
-
13
-
-
0033556908
-
An on-line agglomerative clustering method for nonstationary data
-
Isaac D. Guedalia, Mickey London, and Michael Werman. An on-line agglomerative clustering method for nonstationary data. Neural Comp., 11(2):521-540, 1999.
-
(1999)
Neural Comp.
, vol.11
, Issue.2
, pp. 521-540
-
-
Guedalia, I.D.1
London, M.2
Werman, M.3
-
14
-
-
33745187544
-
Approximation and streaming algorithms for histogram construction problems
-
mar
-
Sudipto Guha, Nick Koudas, and Kyuseok Shim. Approximation and streaming algorithms for histogram construction problems. ACM Trans. on Database Systems, 31(1):396-438, 'mar' 2006.
-
(2006)
ACM Trans. on Database Systems
, vol.31
, Issue.1
, pp. 396-438
-
-
Guha, S.1
Koudas, N.2
Shim, K.3
-
16
-
-
0022144687
-
2 algorithm for dynamic calculation of quantiles and histograms without storing observations
-
oct
-
2 algorithm for dynamic calculation of quantiles and histograms without storing observations. Communications of the ACM, 28(10):1076-1085, 'oct' 1985.
-
(1985)
Communications of the ACM
, vol.28
, Issue.10
, pp. 1076-1085
-
-
Jain, R.1
Chlamtac, I.2
-
18
-
-
0031650729
-
ScalParC: A new scalable and efficient parallel classification algorithm for mining large datasets
-
March
-
Mahesh V. Joshi, George Karypis, and Vipin Kumar. ScalParC: A new scalable and efficient parallel classification algorithm for mining large datasets. In The 12th International Parallel Processing Symposium, pages 573-579, March 1998.
-
(1998)
The 12th International Parallel Processing Symposium
, pp. 573-579
-
-
Joshi, M.V.1
Karypis, G.2
Kumar, V.3
-
19
-
-
0033075132
-
On the boosting ability of top-down decision tree learning algorithms
-
feb
-
Michael Kearns and Yishay Mansour. On the boosting ability of top-down decision tree learning algorithms. Journal of Computer and System Sciences, 58(1):109-128, 'feb' 1999.
-
(1999)
Journal of Computer and System Sciences
, vol.58
, Issue.1
, pp. 109-128
-
-
Kearns, M.1
Mansour, Y.2
-
21
-
-
0032090807
-
Approximate medians and other quantiles in one pass and with limited memory
-
Gurmeet Singh Manku, Sridhar Rajagopalan, and Bruce G. Lindsay. Approximate medians and other quantiles in one pass and with limited memory. In Proceedings of ACM SIGMOD, Seattle, WA, USA, pages 426-435, 1998.
-
(1998)
Proceedings of ACM SIGMOD, Seattle, WA, USA
, pp. 426-435
-
-
Singh Manku, G.1
Rajagopalan, S.2
Lindsay, B.G.3
-
24
-
-
70049101797
-
-
Pascal, 2008, datasets can be downloaded from http://ftp.first. fraunhofer.de/pub/projects/largescale
-
Pascal, 2008. Pascal large scale learning challenge, 2008. http://largescale.first.fraunhofer.de, datasets can be downloaded from http://ftp.first.fraunhofer.de/pub/projects/largescale.
-
(2008)
Pascal Large Scale Learning Challenge
-
-
-
28
-
-
22844455747
-
Parallel formulations of decision-tree classification algorithms
-
September
-
Anurag Srivastava, Eui-Hong Han, Vipin Kumar, , and Vineet Singh. Parallel formulations of decision-tree classification algorithms. Data Mining and Knowledge Discovery, 3(3):237-261, September 1999.
-
(1999)
Data Mining and Knowledge Discovery
, vol.3
, Issue.3
, pp. 237-261
-
-
Srivastava, A.1
Han, E.-H.2
Kumar, V.3
Singh, V.4
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