Neural nets and classification trees: A comparison in the domain of ECG analysis

Machine Intelligence and Pattern Recognition

Volumn 16, Issue C, 1994, Pages 415-423

  Talmon, Jan L ^a   Dassen, Willem R M ^a   Karthaus, Vincent ^a  

^a MAASTRICHT UNIVERSITY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84908842021     PISSN: 09230459     EISSN: None     Source Type: Book Series    
DOI: 10.1016/B978-0-444-81892-8.50041-9     Document Type: Chapter

References (8)

1. Harrison, R.F., Marshall, S.J., Kennedy, R.L.: A connectionist aid to the early diagnosis of myocardial infarction. Proceedings to the third conference on artificial intelligence in medicine on AIME 1991, 24–27 June 1991, Maastricht, pp. 119–128.
2. Egmont-Petersen, M., Talmon, J.L. Pelikan, E., Vogelsang, F.: Contribution analysis of Feed-Forward Neural Networks. Estimation of the input sources' importance for the classification. Proceedings of Pattern Recognition in Practice, this volume, 1994.
3. Brugada, P., Brugada J., Mont, L., Smeets, J., Andries, E.: A new approach to the differential diagnosis of a regular tachycardia with a wide QRS complex. Circulation 83/5 1991, 1649–1659.
4. Rumelhart, D.E., Parallel distributed processing. Explorations in the Microstructure of Cognition, 1, 1986, Foundations MIT Press, Cambridge, MA Mclelland, J. L. and the Parallel research group.
5. Egmont-Petersen, M., Talmon, J.L., Brender, J., McNair, P., On the Quality of neural net classifiers, 1994, Accepted for publication in Artificial Intelligence in Medicine.
6. Talmon, J.L., A multiclass nonparametric partitioning algorithm. Pattern recognition Letters 4 (1986), 31–38.
7. McNair, P., Karthaus, V., Talmon, J., Thygesen, H., Brender, J.: KAVAS's Conditioning of the induction Algorithm. Proceedings of the 4th Conference on AIME1993, 3–6 October 1993, Munich, pp. 425–428.
8. Karthaus, V. Thygesen, H., Egmont-Petersen M., Talmon, J., Brender, J., McNair, P., User Requirements driven learning. Accepted for presentation at the MIE 94 conference.