Optimization and interpretation of rule-based classifiers

Advances in Soft Computing

Volumn 4, Issue AISC, 2000, Pages 1-13

  Duch, Włodzisław ^a   Jankowski, Norbert ^a   Gra̧bczewski, Krzysztof ^a   Adamczak, Rafał ^a  

^a NICOLAUS COPERNICUS UNIVERSITY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84868253647     PISSN: 16153871     EISSN: 18600794     Source Type: Book Series    
DOI: 10.1007/978-3-7908-1846-8_1     Document Type: Conference Paper

References (13)

1. Duch, W., Adamczak, R., Gra̧bczewski, K. (in print) Methodology of extraction, optimization and application of crisp and fuzzy logical rules. IEEE Transactions on Neural Networks.
2. Duch, W., Adamczak, R., Gra̧bczewski, K. (1999) Methodology of extraction, optimization and application of logical rules. Intelligent Information Systems VIII, Ustroń, Poland, 14-18.06.1999, pp. 22-31
3. Duch, W., Adamczak, R., Gra̧bczewski, K. (1998) Extraction of logical rules from backpropagation networks. Neural Processing Letters 7, 1-9
4. Duch, W., Adamczak, R., Gra̧bczewski, K. (1999) Neural optimization of linguistic variables and membership functions. Int. Conference on Neural Information Processing (ICONIP'99), Perth, Australia, Nov. 1999, Vol. II, pp. 616-621
5. Breiman L. (1998) Bias-Variance, regularization, instability and stabilization. In: C. Bishop (ed.) Neural Networks and Machine Learning. Springer Verlag
6. Duch, W., Jankowski, N. (1999) New neural transfer functions. Neural Computing Surveys 2, 639-658
7. Jankowski, N., Kadirkamanathan, V. (1997) Statistical control of RBF-like networks for classification. 7th Int. Conf. on Artificial Neural Networks, Lausanne, Switzerland 1997, pp 385-390, Springer Verlag.
8. Jankowski, N., (1999) Ontogenic neural networks and their applications to classification of medical data. PhD thesis (in Polish), Department of Computer Methods, Nicholas Copernicus University, Toruń, Poland
9. Duch W., Adamczak R., Gra̧bczewski K. (1999) Neural methods for analysis of psychometric data. Proc. of Enginnering Applications of Neural Networks (Duch W, ed.), Warsaw, Poland, Sept. 1999, pp. 45-50
10. Duch, W., Kucharski, T., Gomula, J., Adamczak, R, (1999) Metody uczenia maszynowego w analizie danych psychometrycznych. Zastosowanie do wielowymiarowego kwestionariusza osobowośći MMPI-WISKAD. Toruń, March 1999; 650 pp, ISBN 83-231-0986-9
11. Quinlan J.R (1993) C4.5: Programs for machine learning. San Mateo, Morgan Kaufman
12. Duch, W., Diercksen, G.H.F. (1995) Feature Space Mapping as a universal adaptive system, Computer Physics Communication 87, 341-371
13. Duch, W., Adamczak, R., Jankowski, N. (1997) New developments in the Feature Space Mapping model. 3rd Conf. on Neural Networks, Kule, Poland, Oct. 1997, pp. 65-70