-
1
-
-
0001301027
-
Remembering to forget: A competence preserving case deletion policy for CBR systems
-
Mellish, C, ed, Morgan Kaufmann, San Francisco
-
Smyth, B., Keane, M.: Remembering to forget: A competence preserving case deletion policy for CBR systems. In: Mellish, C. (ed.) Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI, pp. 337-382. Morgan Kaufmann, San Francisco (1995)
-
(1995)
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI
, pp. 337-382
-
-
Smyth, B.1
Keane, M.2
-
2
-
-
35048899801
-
An analysis of case-based editing in a spam filtering system
-
Funk, P, González-Calero, P, eds, ECCBR 2004, Springer, Heidelberg
-
Delany, S.J., Cunningham, P.: An analysis of case-based editing in a spam filtering system. In: Funk, P., González-Calero, P. (eds.) ECCBR 2004. LNCS (LNAI), vol. 3155, pp. 128-141. Springer, Heidelberg (2004)
-
(2004)
LNCS (LNAI
, vol.3155
, pp. 128-141
-
-
Delany, S.J.1
Cunningham, P.2
-
3
-
-
0036104537
-
Advances in instance selection for instance-based learning algorithms
-
Brighton, H., Mellish, C.: Advances in instance selection for instance-based learning algorithms. Data Mining and Knowledge Discovery 6, 153-172 (2002)
-
(2002)
Data Mining and Knowledge Discovery
, vol.6
, pp. 153-172
-
-
Brighton, H.1
Mellish, C.2
-
4
-
-
0343081513
-
Reduction techniques for instance-based learning algorithms
-
Wilson, D.R., Martinez, T.R.: Reduction techniques for instance-based learning algorithms. Machine Learning 38, 257-286 (2000)
-
(2000)
Machine Learning
, vol.38
, pp. 257-286
-
-
Wilson, D.R.1
Martinez, T.R.2
-
6
-
-
0016569790
-
An algorithm for a selective nearest neighbor decision rule
-
Ritter, G.L., Woodruff, H.B., Lowry, S.R., Isenhour, T.L.: An algorithm for a selective nearest neighbor decision rule. IEEE Transactions on Information Theory 21, 665-669 (1975)
-
(1975)
IEEE Transactions on Information Theory
, vol.21
, pp. 665-669
-
-
Ritter, G.L.1
Woodruff, H.B.2
Lowry, S.R.3
Isenhour, T.L.4
-
8
-
-
34047213517
-
The generalized condensed nearest neighbor rule as a data reduction method
-
Washington, DC, USA, pp, IEEE Computer Society, Los Alamitos
-
Chou, C.H., Kuo, B.H., Chang, F.: The generalized condensed nearest neighbor rule as a data reduction method. In: ICPR 2006: Proceedings of the 18th International Conference on Pattern Recognition, Washington, DC, USA, pp. 556-559. IEEE Computer Society, Los Alamitos (2006)
-
(2006)
ICPR 2006: Proceedings of the 18th International Conference on Pattern Recognition
, pp. 556-559
-
-
Chou, C.H.1
Kuo, B.H.2
Chang, F.3
-
9
-
-
35348902771
-
Fast nearest neighbor condensation for large data sets classification
-
Angiulli, F.: Fast nearest neighbor condensation for large data sets classification. IEEE Transactions on Knowledge and Data Engineering 19, 1450-1464 (2007)
-
(2007)
IEEE Transactions on Knowledge and Data Engineering
, vol.19
, pp. 1450-1464
-
-
Angiulli, F.1
-
10
-
-
51349098968
-
-
Hao, X., Zhang, C., Xu, H., Tao, X., Wang, S., Hu, Y.: An improved condensing algorithm. In: Seventh IEEE/ACIS International Conference on Computer and Information Science, ICIS 2008, pp. 316-321 (2008)
-
Hao, X., Zhang, C., Xu, H., Tao, X., Wang, S., Hu, Y.: An improved condensing algorithm. In: Seventh IEEE/ACIS International Conference on Computer and Information Science, ICIS 2008, pp. 316-321 (2008)
-
-
-
-
11
-
-
0015361129
-
Asymptotic properties of nearest neighbor rules using edited data
-
Wilson, D.L.: Asymptotic properties of nearest neighbor rules using edited data. IEEE Transactions on Systems, Man and Cybernetics 2, 408-421 (1972)
-
(1972)
IEEE Transactions on Systems, Man and Cybernetics
, vol.2
, pp. 408-421
-
-
Wilson, D.L.1
-
12
-
-
0016969272
-
An experiment with the nearest neighbor rule
-
Tomek, I.: An experiment with the nearest neighbor rule. IEEE Transactions on Information Theory 6, 448-452 (1976)
-
(1976)
IEEE Transactions on Information Theory
, vol.6
, pp. 448-452
-
-
Tomek, I.1
-
13
-
-
0347895067
-
Analysis of new techniques to obtain quality training sets
-
Sánchez, J.S., Barandela, R., Marqués, A.I., Alejo, R., Badenas, J.: Analysis of new techniques to obtain quality training sets. Pattern Recognition Letters 24, 1015-1022 (2003)
-
(2003)
Pattern Recognition Letters
, vol.24
, pp. 1015-1022
-
-
Sánchez, J.S.1
Barandela, R.2
Marqués, A.I.3
Alejo, R.4
Badenas, J.5
-
14
-
-
35048842249
-
-
Jiang, Y., Zhou, Z.: Editing training data for knn classifiers with neural network ensemble. In: Yin, F.-L., Wang, J., Guo, C. (eds.) ISNN 2004. LNCS, 3173, pp. 356-361. Springer, Heidelberg (2004)
-
Jiang, Y., Zhou, Z.: Editing training data for knn classifiers with neural network ensemble. In: Yin, F.-L., Wang, J., Guo, C. (eds.) ISNN 2004. LNCS, vol. 3173, pp. 356-361. Springer, Heidelberg (2004)
-
-
-
-
15
-
-
0019392071
-
On the relation of performance to editing in nearest neighbor rules
-
Koplowitz, J., Brown, T.A.: On the relation of performance to editing in nearest neighbor rules. Pattern Recognition 13, 251-255 (1981)
-
(1981)
Pattern Recognition
, vol.13
, pp. 251-255
-
-
Koplowitz, J.1
Brown, T.A.2
-
16
-
-
0025725905
-
Instance-based learning algorithms
-
Aha, D.W., Kibler, D., Albert, M.K.: Instance-based learning algorithms. Machine Learning 6, 37-66 (1991)
-
(1991)
Machine Learning
, vol.6
, pp. 37-66
-
-
Aha, D.W.1
Kibler, D.2
Albert, M.K.3
-
17
-
-
85118837783
-
Addressing the selective superiority problem: Automatic algorithm/mode class selection
-
Morgan Kaufmann Publishers Inc, San Francisco
-
Brodley, C.: Addressing the selective superiority problem: Automatic algorithm/mode class selection. In: Proceedings of the 10th International Conference on Machine Learning (ICML 1993), pp. 17-24. Morgan Kaufmann Publishers Inc., San Francisco (1993)
-
(1993)
Proceedings of the 10th International Conference on Machine Learning (ICML
, pp. 17-24
-
-
Brodley, C.1
-
19
-
-
85107848924
-
Selecting typical instances in instance-based learning
-
Morgan Kaufmann Publishers Inc, San Francisco
-
Zhang, J.: Selecting typical instances in instance-based learning. In: Proceedings of the 9th International Conference on Machine Learning (ICML 1992), pp. 470-479. Morgan Kaufmann Publishers Inc., San Francisco (1992)
-
(1992)
Proceedings of the 9th International Conference on Machine Learning (ICML
, pp. 470-479
-
-
Zhang, J.1
-
20
-
-
35449000094
-
Mining competent case bases for case-based reasoning
-
Pan, R., Yang, Q., Pan, S.J.: Mining competent case bases for case-based reasoning. Artificial Intelligence 171, 1039-1068 (2007)
-
(2007)
Artificial Intelligence
, vol.171
, pp. 1039-1068
-
-
Pan, R.1
Yang, Q.2
Pan, S.J.3
-
21
-
-
38049011065
-
When similar problems don't have similar solutions
-
Weber, R.O, Richter, M.M, eds, ICCBR 2007, Springer, Heidelberg
-
Massie, S., Craw, S., Wiratunga, N.: When similar problems don't have similar solutions. In: Weber, R.O., Richter, M.M. (eds.) ICCBR 2007. LNCS, vol. 4626, pp. 92-106. Springer, Heidelberg (2007)
-
(2007)
LNCS
, vol.4626
, pp. 92-106
-
-
Massie, S.1
Craw, S.2
Wiratunga, N.3
-
22
-
-
0042644651
-
Competence-guided editing methods for lazy learning
-
Horn, W, ed, IOS Press, Amsterdam
-
McKenna, E., Smyth, B.: Competence-guided editing methods for lazy learning. In: Horn, W. (ed.) ECAI 2000, Proceedings of the 14th European Conference on Artificial Intelligence, pp. 60-64. IOS Press, Amsterdam (2000)
-
(2000)
ECAI 2000, Proceedings of the 14th European Conference on Artificial Intelligence
, pp. 60-64
-
-
McKenna, E.1
Smyth, B.2
-
25
-
-
0000259511
-
Approximate statistical tests for comparing supervised classification learning algorithms
-
Dietterich, D.T.: Approximate statistical tests for comparing supervised classification learning algorithms. Neural Computing 10, 1895-1923 (1998)
-
(1998)
Neural Computing
, vol.10
, pp. 1895-1923
-
-
Dietterich, D.T.1
|