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Articles

 

Data Mining Basics

  • Image Mining: Issues, framework, a generic tool and its application to medical-image diagnosis, P. Perner, Journal Engineering Applications of Artificial Intelligence, Vol. 15/2003, p. 193-203, 2003

  • Are case-based reasoning and dissimilarity-based classification two sides of the same coin?, P. Perner, Journal Engineering Applications of Artificial Intelligence, Vol. 15/2003, p. 205-216, 2003

  • Improving the Accuracy of Decision Tree Induction by Feature Pre-Selection, P. Perner, Applied Artificial Intelligence, Vol. 15, No. 8, p. 747-760, 2001, PDF-Datei

  • Incremental Learning of Retrieval Knowledge in a Case-Based Reasoning System, P. Perner, Case-Based Reasoning - Research and Development, K.D. Ashley and D.G. Bridge (Eds.), Springer Verlag Berlin lnai 2689, p. 422-436, 2003

  • Empirical Evaluation of Feature Subset Selection Based on a Real World Data Set, P. Perner, C. Apte, Principles of Data Mining and Knowledge Discovery, D. A. Zighed, J. Komorowski, and J. Zytkow (Eds.), Springer Verlag 2000 lnai 1910, p. 575-580, 2000, PDF-Datei

  • Multinterval Discretization for Decision Tree Learning, P. Perner and S. Trautzsch, Advances in Pattern Recognition, A. Amin, D. Dori, P. Pudil, and H. Freeman (Eds.), Springer Verlag 1998 LNCS 1451, p. 475-482, 1998, PDF-Datei