-
1
-
-
84926662675
-
Nearest neighbor pattern classification
-
T. M. Cover and P. E. Hart, "Nearest neighbor pattern classification," IEEE Trans. Info. Theory, vol. 13, no. 1, pp. 21-27, 1967.
-
(1967)
IEEE Trans. Info. Theory
, vol.13
, Issue.1
, pp. 21-27
-
-
Cover, T.M.1
Hart, P.E.2
-
2
-
-
0025796458
-
Refinements to nearest neighbor searching in k-dimen. Trees
-
Sproull and F. Robert, "Refinements to nearest neighbor searching in k-dimen. trees," Algorithmica, vol. 6, pp. 579-589, 1991.
-
(1991)
Algorithmica
, vol.6
, pp. 579-589
-
-
Sproull1
Robert, F.2
-
3
-
-
84948494093
-
A worst-case analysis of nearest neighbor searching by projection
-
Automata Languages and Programming
-
Papadimitriou, H. Christos, and J. L. Bentley, "A worst-case analysis of nearest neighbor searching by projection," Lecture Notes in Computer Science, vol. 85, pp. 470-482, 1980, Automata Languages and Programming.
-
(1980)
Lecture Notes in Computer Science
, vol.85
, pp. 470-482
-
-
Papadimitriou1
Christos, H.2
Bentley, J.L.3
-
4
-
-
0025725905
-
Instance-based learning algorithms
-
D. W. Aha, K. Dennis, and K. A. Marc, "Instance-based learning algorithms," Machine Learning, vol. 6, pp. 37-66, 1991.
-
(1991)
Machine Learning
, vol.6
, pp. 37-66
-
-
Aha, D.W.1
Dennis, K.2
Marc, K.A.3
-
5
-
-
0000217085
-
Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms
-
D. W. Aha, "Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms.," International Journal of Man-Machine Studies, vol. 36, pp. 267-287, 1992.
-
(1992)
International Journal of Man-Machine Studies
, vol.36
, pp. 267-287
-
-
Aha, D.W.1
-
6
-
-
0015346497
-
The reduced nearest neighbor rule
-
G. W. Gates, "The reduced nearest neighbor rule," IEEE Transactions on Information Theory, vol. IT-18, no. 3, pp. 431-433, 1972.
-
(1972)
IEEE Transactions on Information Theory
, vol.IT-18
, Issue.3
, pp. 431-433
-
-
Gates, G.W.1
-
7
-
-
0017458061
-
Another look at the edited nearest nearest neighbor rule
-
C. Penrod and T. Wagner, "Another look at the edited nearest nearest neighbor rule," IEEE Trans. Syst., Man, Cyber., vol. 7, pp. 92-94, 1977.
-
(1977)
IEEE Trans. Syst., Man, Cyber.
, vol.7
, pp. 92-94
-
-
Penrod, C.1
Wagner, T.2
-
8
-
-
0017024036
-
Two modifications of cnn
-
I. Tomek, "Two modifications of cnn," IEEE Trans. on Syst., Man., and Cybern., no. SMC-6:, pp. 769-772, 1976.
-
(1976)
IEEE Trans. on Syst., Man., and Cybern.
, vol.SMC-6
, pp. 769-772
-
-
Tomek, I.1
-
10
-
-
0343081513
-
Reduction techniques for instance-based learning algorithms
-
D. R. Wilson and T. R. Martinez, "Reduction techniques for instance-based learning algorithms," Machine Learning, vol. 38, no. 3, pp. 257-286, 2000.
-
(2000)
Machine Learning
, vol.38
, Issue.3
, pp. 257-286
-
-
Wilson, D.R.1
Martinez, T.R.2
-
11
-
-
0015361129
-
Asymptotic properties of nearest neighbor rules using edited data
-
D. L. Wilson, "Asymptotic properties of nearest neighbor rules using edited data," IEEE Transactions on Systems, Man, and Cybernetics, vol. 2, no. 3, pp. 408- 421, 1972.
-
(1972)
IEEE Transactions on Systems, Man, and Cybernetics
, vol.2
, Issue.3
, pp. 408-421
-
-
Wilson, D.L.1
-
12
-
-
0026119582
-
Adaptive nearest neighbor pattern class
-
S. Geva and J. Sitte, "Adaptive nearest neighbor pattern class.," IEEE Trans. Neur. Net., vol. 2, no. 2, pp. 318-322, 1992.
-
(1992)
IEEE Trans. Neur. Net.
, vol.2
, Issue.2
, pp. 318-322
-
-
Geva, S.1
Sitte, J.2
-
13
-
-
0016969272
-
An experiment with the edited nearest-neighbor rule
-
I. Tomek, "An experiment with the edited nearest-neighbor rule," IEEE Trans, on Syst., Man., and Cybern., vol. 6, no. 6, pp. 448-452, 1976.
-
(1976)
IEEE Trans, on Syst., Man., and Cybern.
, vol.6
, Issue.6
, pp. 448-452
-
-
Tomek, I.1
-
14
-
-
0016127071
-
Finding prototypes for nearest neighbor classifiers
-
Nov.
-
Cin-Liang Chang, "Finding prototypes for nearest neighbor classifiers," IEEE Transactions on Computers, vol. 23, no. 11, pp. 1179-1184, Nov. 1974.
-
(1974)
IEEE Transactions on Computers
, vol.23
, Issue.11
, pp. 1179-1184
-
-
Chang, C.-L.1
-
16
-
-
0141708334
-
Advances in adaptive prototype weighting and selection
-
R. Nock and M. Sebban, "Advances in adaptive prototype weighting and selection," International Journal on Artificial Intelligence Tools, vol. 10, no. 1-2, pp. 137-156, 2001.
-
(2001)
International Journal on Artificial Intelligence Tools
, vol.10
, Issue.1-2
, pp. 137-156
-
-
Nock, R.1
Sebban, M.2
-
17
-
-
0141830857
-
Stopping criterion for boosting-based data reduction techniques: From binary to multiclass problems
-
Nov.
-
M. Sebban, R. Nock, and S. Lallich, "Stopping criterion for boosting-based data reduction techniques: from binary to multiclass problems," Journal of Machine Learning Research, vol. 3, pp. 863-885, Nov. 2002.
-
(2002)
Journal of Machine Learning Research
, vol.3
, pp. 863-885
-
-
Sebban, M.1
Nock, R.2
Lallich, S.3
-
19
-
-
0141819591
-
Boosting neighborhood-based classifiers
-
Morgan Kaufmann
-
M. SEbban, R. Nock, and S. Lallich, "Boosting neighborhood-based classifiers," in Proceedings of the Eighteenth International Conference on Machine Learning. 2001, pp. 505-512, Morgan Kaufmann.
-
(2001)
Proceedings of the Eighteenth International Conference on Machine Learning
, pp. 505-512
-
-
Sebban, M.1
Nock, R.2
Lallich, S.3
-
20
-
-
33746195454
-
Using the genetic algorithm to reduce the size of a nearest-neighbor classifier and to select relevant attributes
-
Williamstown, MA, June 28-July 1
-
A. Rozsypal and M. Kubat, "Using the genetic algorithm to reduce the size of a nearest-neighbor classifier and to select relevant attributes," in Proceedings of the 18th International Conference on Machine Learning, Williamstown, MA, June 28-July 1 2001. pp. 449-457.
-
(2001)
Proceedings of the 18th International Conference on Machine Learning
, pp. 449-457
-
-
Rozsypal, A.1
Kubat, M.2
-
22
-
-
0035330476
-
A case-addition policy for case-base maintenance
-
Q. Yang and J. Zhu, "A case-addition policy for case-base maintenance," Computationa Intelligence, vol. 17, no. 2, pp. 250-262, 2001.
-
(2001)
Computationa Intelligence
, vol.17
, Issue.2
, pp. 250-262
-
-
Yang, Q.1
Zhu, J.2
-
23
-
-
0035329701
-
Case-base maintenance in a multimodal reasoning system
-
L. Portinale and P. Torasso, "Case-base maintenance in a multimodal reasoning system," Computationa Intelligence, vol. 17, no. 2, pp. 263-279, 2001.
-
(2001)
Computationa Intelligence
, vol.17
, Issue.2
, pp. 263-279
-
-
Portinale, L.1
Torasso, P.2
-
28
-
-
0019610270
-
The optimal distance measure for nearest neighbor classification
-
Sep.
-
R. D. Short and K. Fukunaga, "The optimal distance measure for nearest neighbor classification," IEEE Trans. on Information Theory, vol. IT-27, no. 5, pp. 622-627, Sep. 1981.
-
(1981)
IEEE Trans. on Information Theory
, vol.IT-27
, Issue.5
, pp. 622-627
-
-
Short, R.D.1
Fukunaga, K.2
-
30
-
-
0028482884
-
Approximate clustering via the mountain method
-
R. Yager and S. P. Filev, "Approximate clustering via the mountain method," IEEE Transactions on Systems, Man and Cybernetics, vol. 24, no. 8, pp. 1279- 1284, 1994.
-
(1994)
IEEE Transactions on Systems, Man and Cybernetics
, vol.24
, Issue.8
, pp. 1279-1284
-
-
Yager, R.1
Filev, S.P.2
-
31
-
-
84974743850
-
Fuzzy model identification based on cluster estimation
-
L. C. Stephen, "Fuzzy model identification based on cluster estimation," Journal of Intelligent and Fuzzy Systems, vol. 2, pp. 267-278, 1994.
-
(1994)
Journal of Intelligent and Fuzzy Systems
, vol.2
, pp. 267-278
-
-
Stephen, L.C.1
-
32
-
-
77957741951
-
On the mean accuracy of statistical pattern recognizers
-
G. F. Hughes, "On the mean accuracy of statistical pattern recognizers," IEEE Transactions on Information Theory, vol. 14, pp. 55-63, 1968.
-
(1968)
IEEE Transactions on Information Theory
, vol.14
, pp. 55-63
-
-
Hughes, G.F.1
-
34
-
-
10044246184
-
Prototype based classifier design with pruning
-
May
-
Jiang Li, Michael T. Manry, and Changhua Yu, "Prototype based classifier design with pruning," Proceedings of the Seventeenth International Conference of the Florida AI Research Society, pp. 706-711, May 2004.
-
(2004)
Proceedings of the Seventeenth International Conference of the Florida AI Research Society
, pp. 706-711
-
-
Li, J.1
Manry, M.T.2
Yu, C.3
-
35
-
-
0020098639
-
On the structure of vector quantizers
-
Mar.
-
A.Gersho, "On the structure of vector quantizers," IEEE Trans. Inform. Theory, vol. IT-28, pp. 157-166, Mar. 1982.
-
(1982)
IEEE Trans. Inform. Theory
, vol.IT-28
, pp. 157-166
-
-
Gersho, A.1
-
36
-
-
0025597157
-
Neural network classification: A bayesian interpretation
-
E. A. Wan, "Neural network classification: A bayesian interpretation," IEEE trans. on Neural Network, vol. 1, no. 4, pp. 303-305, 1990.
-
(1990)
IEEE Trans. on Neural Network
, vol.1
, Issue.4
, pp. 303-305
-
-
Wan, E.A.1
-
37
-
-
0003444646
-
-
chapter Learning internal representations by error propagation, MIT Press, Cambridge, MA
-
D. E. Rumelhart, G. E. Hinton, and R. J. Williams, Parallel Distributed Processing, vol. 1, chapter Learning internal representations by error propagation, MIT Press, Cambridge, MA, 1986.
-
(1986)
Parallel Distributed Processing
, vol.1
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
39
-
-
10044224122
-
Non-gaussian feature analyses using a neural network
-
W. Gong, H. C. Yau, and M. T. Manry, "Non-gaussian feature analyses using a neural network," Progress in Neural Networks, vol. 2, pp. 253-269, 1994.
-
(1994)
Progress in Neural Networks
, vol.2
, pp. 253-269
-
-
Gong, W.1
Yau, H.C.2
Manry, M.T.3
-
40
-
-
0003408496
-
-
Irvine, CA: University of California Irvine, Department of Information and Computer Science
-
C. J. Merz and P. M. Murphy, UCI Repository of Machine Learning Databases, Irvine, CA: University of California Irvine, Department of Information and Computer Science. Internet: http://www.ics.uci.edu/~mlearn/ MLRepository.html, 1996.
-
(1996)
UCI Repository of Machine Learning Databases
-
-
Merz, C.J.1
Murphy, P.M.2
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