-
1
-
-
36049028672
-
A comparative analysis of discretization methods for medical datamining with näive Bayesian classifier
-
Abraham, R., Simha, J.B., Iyengar, S.S.: A comparative analysis of discretization methods for medical datamining with näive Bayesian classifier. In: Proc. of the Ninth International Conference on Information Technology, pp. 235-236 (2006.
-
(2006)
Proc. of the Ninth International Conference on Information Technology
, pp. 235-236
-
-
Abraham, R.1
Simha, J.B.2
Iyengar, S.S.3
-
2
-
-
1842815776
-
A comparison of learning algorithms for Bayesian networks: A case study based on data from an emergency medical service
-
Acid, S., de Campos, L.M., Fernandez-Luna, J.M., Rodriguez, S., Rodriguez, J.M., Salcedo, J.L.: A comparison of learning algorithms for Bayesian networks: A case study based on data from an emergency medical service. Artif. Intel. in Medicine 30(3), 215-232 (2004.
-
(2004)
Artif. Intel. in Medicine
, vol.30
, Issue.3
, pp. 215-232
-
-
Acid, S.1
De Campos, L.M.2
Fernandez-Luna, J.M.3
Rodriguez, S.4
Rodriguez, J.M.5
Salcedo, J.L.6
-
3
-
-
0031191630
-
The use of the area under the ROC curve in the evaluation of machine learning algorithms
-
Bradley, A.: The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern Recognition 30(7), 1145-1159 (1997.
-
(1997)
Pattern Recognition
, vol.30
, Issue.7
, pp. 1145-1159
-
-
Bradley, A.1
-
4
-
-
67049160357
-
Probabilistic computer model developed from clinical data in national mammography database format to classify mammographic findings
-
Burnside, E., Davis, J., Chhatwal, J., Alagoz, O., Lindstrom, M., Geller, B., Littenberg, B., Shaffer, K., Kahn Jr, C., Page, C.: Probabilistic computer model developed from clinical data in national mammography database format to classify mammographic findings. Radiology 251(3), 663-672 (2009.
-
(2009)
Radiology
, vol.251
, Issue.3
, pp. 663-672
-
-
Burnside, E.1
Davis, J.2
Chhatwal, J.3
Alagoz, O.4
Lindstrom, M.5
Geller, B.6
Littenberg, B.7
Shaffer, K.8
Kahn Jr., C.9
Page, C.10
-
5
-
-
0002629270
-
Maximum likelihood from incomplete data via the em algorithm
-
Dempster, A., Laird, N., Rubin, D.: Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society, Series B 39(1), 1-38 (1977.
-
(1977)
Journal of the Royal Statistical Society, Series B
, vol.39
, Issue.1
, pp. 1-38
-
-
Dempster, A.1
Laird, N.2
Rubin, D.3
-
7
-
-
85139983802
-
Supervised and unsupervised discretization of continuous features
-
Dougherty, J., Kohavi, R., Sahami, M.: Supervised and unsupervised discretization of continuous features. In: Proc. of the 12th ICML, pp. 194-202 (1995.
-
(1995)
Proc. of the 12th ICML
, pp. 194-202
-
-
Dougherty, J.1
Kohavi, R.2
Sahami, M.3
-
9
-
-
0002593344
-
Multi-interval discretization of continuous-valued attributes for classification learning
-
Fayyad, U., Irani, K.: Multi-interval discretization of continuous-valued attributes for classification learning. In: Proc. of the 13th IJCAI, pp. 1022-1027 (1993.
-
(1993)
Proc. of the 13th IJCAI
, pp. 1022-1027
-
-
Fayyad, U.1
Irani, K.2
-
11
-
-
41749119664
-
Wrapper discretization by means of estimation of distribution algorithms
-
Flores, J.L., Inza, I., naga, P.L.: Wrapper discretization by means of estimation of distribution algorithms. Intelligent Data Analysis 11(5), 525-545 (2007.
-
(2007)
Intelligent Data Analysis
, vol.11
, Issue.5
, pp. 525-545
-
-
Flores, J.L.1
Inza Naga I, P.L.2
-
12
-
-
84974667636
-
Investigation and reduction of discretization variance in decision tree induction
-
Geurts, P.,Wehenkel, L.: Investigation and reduction of discretization variance in decision tree induction. Lecture Notes In Computer Science 1810, 162-170 (2000.
-
(2000)
Lecture Notes in Computer Science
, vol.1810
, pp. 162-170
-
-
Geurts, P.1
Wehenkel, L.2
-
15
-
-
0030982828
-
Construction of a Bayesian network for mammographic diagnosis of breast cancer
-
Kahn, C., Roberts, L., Shaffer, K., Haddawy, P.: Construction of a Bayesian network for mammographic diagnosis of breast cancer. Comp. in Biol. and Medic. 27(1), 19-29 (1997.
-
(1997)
Comp. in Biol. and Medic
, vol.27
, Issue.1
, pp. 19-29
-
-
Kahn, C.1
Roberts, L.2
Shaffer, K.3
Haddawy, P.4
-
16
-
-
60649104618
-
Comparative analysis of the impact of discretization on the classification with näive Bayes and semi-näive Bayes classifiers
-
Mizianty, M., Kurgan, L., Ogiela, M.: Comparative analysis of the impact of discretization on the classification with näive Bayes and semi-näive Bayes classifiers. In: Proc. of the Seventh International Conference on Machine Learning and Applications, pp. 823-828 (2008.
-
(2008)
Proc. of the Seventh International Conference on Machine Learning and Applications
, pp. 823-828
-
-
Mizianty, M.1
Kurgan, L.2
Ogiela, M.3
-
18
-
-
0030212929
-
The sensitivity of belief networks to imprecise probabilities: An experimental investigation
-
Pradhan, A., Henrion, M., Provan, G., del Favero, B., Huang, K.: The sensitivity of belief networks to imprecise probabilities: An experimental investigation. Artificial Intelligence 84(1-2), 357-357 (1996.
-
(1996)
Artificial Intelligence
, vol.84
, Issue.1-2
, pp. 357-357
-
-
Pradhan, A.1
Henrion, M.2
Provan, G.3
Del Favero, B.4
Huang, K.5
-
19
-
-
84881429497
-
Critiquing knowledge representation in medical image interpretation using structure learning
-
Lisbon, Portugal
-
Radstake, N., Lucas, P.J.F., Velikova, M., Samulski, M.: Critiquing knowledge representation in medical image interpretation using structure learning. In: Proc. of the Second Workshop "Knowledge Representation for Health Care", Lisbon, Portugal (2010.
-
(2010)
Proc. of the Second Workshop Knowledge Representation for Health Care
-
-
Radstake, N.1
Lucas, P.J.F.2
Velikova, M.3
Samulski, M.4
-
20
-
-
0003957032
-
-
Second Edition. Morgan Kaufmann, San Francisco, CA, USA
-
Witten, I.H., Frank, E.: Data Mining: Practical Machine Learning Tools and Techniques, Second Edition. Morgan Kaufmann, San Francisco, CA, USA (2005.
-
(2005)
Data Mining: Practical Machine Learning Tools and Techniques
-
-
Witten, I.H.1
Frank, E.2
-
21
-
-
84948137421
-
Proportional k-interval discretization for näive-Bayes classifiers
-
Springer
-
Yang, Y., Webb, G.: Proportional k-interval discretization for näive-Bayes classifiers. In: Machine Learning: ECML 2001, pp. 564-575. Springer (2001.
-
(2001)
Machine Learning: ECML 2001
, pp. 564-575
-
-
Yang, Y.1
Webb, G.2
|