-
2
-
-
0343081513
-
Reduction techniques for instance-based learning algorithm
-
Wilson, D.R., Martinez, T.R.: Reduction Techniques for Instance-based Learning Algorithm. Machine Learning. Vol. 38, 3(2000) 257-286
-
(2000)
Machine Learning
, vol.38
, Issue.3
, pp. 257-286
-
-
Wilson, D.R.1
Martinez, T.R.2
-
3
-
-
12144277738
-
Proximity graphs for nearest neighbor decision rules: Recent progress
-
34th Symposium on Computing and Statistics, Ritz-Carlton Hotel, Montreal, Canada
-
Toussaint, G.: Proximity Graphs for Nearest Neighbor Decision Rules: Recent Progress. Proceedings of INTERFACE-2002, 34th Symposium on Computing and Statistics, Ritz-Carlton Hotel, Montreal, Canada. (2002) 83-106
-
(2002)
Proceedings of INTERFACE-2002
, pp. 83-106
-
-
Toussaint, G.1
-
4
-
-
0025725905
-
Instance-based learning algorithms
-
Aha, D.W., Kibler, D., Albert M.K.: Instance-based Learning Algorithms. Machine Learning. Vol. 6, 19(1991) 37-66
-
(1991)
Machine Learning
, vol.6
, Issue.19
, pp. 37-66
-
-
Aha, D.W.1
Kibler, D.2
Albert, M.K.3
-
5
-
-
0028385080
-
Minimal Consistent Set (MCS) identification for optimal nearest neighbor decision systems design
-
Dasarathy, B.V.: Minimal Consistent Set (MCS) Identification for Optimal Nearest Neighbor Decision Systems Design. IEEE transaction on System, Man, and Cybernetics, Vol. 24, 3(1994) 511-517
-
(1994)
IEEE Transaction on System, Man, and Cybernetics
, vol.24
, Issue.3
, pp. 511-517
-
-
Dasarathy, B.V.1
-
6
-
-
0031999908
-
Nearest prototype classification: Clustering, genetic algorithms, or random search
-
Kuncheva, L.I., Bezdek, J. C.: Nearest Prototype Classification: Clustering, Genetic Algorithms, or Random Search. IEEE transactions on System, Man and Cybernetics, 28(1998) 160-164
-
(1998)
IEEE Transactions on System, Man and Cybernetics
, vol.28
, pp. 160-164
-
-
Kuncheva, L.I.1
Bezdek, J.C.2
-
11
-
-
2942746029
-
Learning and soft computing, support vector machines
-
The MIT Press, Cambridge, MA
-
Kecman, V.: Learning and Soft Computing, Support Vector machines, Neural Networks and Fuzzy Logic Models. The MIT Press, Cambridge, MA (2001)
-
(2001)
Neural Networks and Fuzzy Logic Models
-
-
Kecman, V.1
-
14
-
-
84898957872
-
Improving the accuracy and speed of support vector machines
-
M. Mozer, M. Jordan, and T. Petsche (eds.). MIT Press, Cambridge, MA
-
Burges C. J. C., Schölkopf B.: Improving the Accuracy and Speed of Support Vector Machines. In: M. Mozer, M. Jordan, and T. Petsche (eds.): Neural Information Processing Systems, Vol. 9. MIT Press, Cambridge, MA. (1997)
-
(1997)
Neural Information Processing Systems
, vol.9
-
-
Burges, C.J.C.1
Schölkopf, B.2
-
15
-
-
26844515508
-
Use of multi-category proximal SVM for data set reduction
-
Ajith A., Mario Köppen(Eds.) Adelaide, Australia, December 11-12
-
Vishwanathan S.V.N., Murthy M. N.: Use of Multi-category Proximal SVM for Data Set Reduction. In: Ajith A., Mario Köppen(Eds.): Hybrid Information Systems. First International Workshop on Hybrid Intelligent Systems, Adelaide, Australia, December 11-12. (2001) 19-24
-
(2001)
Hybrid Information Systems. First International Workshop on Hybrid Intelligent Systems
, pp. 19-24
-
-
Vishwanathan, S.V.N.1
Murthy, M.N.2
-
16
-
-
0002331173
-
Comparison of learning algorithms for handwritten digit recognition
-
F. Fogelman, P. Gallinari(Eds)
-
LeCun Y., Jackel L., Bottou L., Brunot A., Cortes C., Denker J., Drucker H., Guyon I., Müller U., Säckinger E., Simard P., Vapnik V.: Comparison of Learning Algorithms for Handwritten Digit Recognition. In: F. Fogelman, P. Gallinari(Eds): Proc. International Conference on Artificial Neural Networks. (1995) 53-60
-
(1995)
Proc. International Conference on Artificial Neural Networks
, 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
Müller, U.9
Säckinger, E.10
Simard, P.11
Vapnik, V.12
-
17
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
Burges C. J. C.: A Tutorial on Support Vector Machines for Pattern Recognition. Data Mining and Knowledge Discovery. Vol. 2, 2(1998) 121-167
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, Issue.2
, pp. 121-167
-
-
Burges, C.J.C.1
-
18
-
-
0000545946
-
Improvements to Platt's SMO algorithm for SVM classifier design
-
Keerthi S. S., Shevade S. K., Bhattacharyya C., Murthy K. R. K.: Improvements to Platt's SMO Algorithm for SVM Classifier Design. Neural Computation. Vol. 13, (2001) 37-649
-
(2001)
Neural Computation
, vol.13
, pp. 37-649
-
-
Keerthi, S.S.1
Shevade, S.K.2
Bhattacharyya, C.3
Murthy, K.R.K.4
-
19
-
-
0003408496
-
-
Irvine, CA. University of California, Department of Information and Computer Science
-
Blake C., Keogh E., Merz C. J.: UCI Repository of machine learning databases. http://www.ics.uci.edu/~mlearn/MLRepository.html. Irvine, CA. University of California, Department of Information and Computer Science, (1998)
-
(1998)
UCI Repository of Machine Learning Databases
-
-
Blake, C.1
Keogh, E.2
Merz, C.J.3
|