-
1
-
-
8344268643
-
Simplification Methods for Model Trees with Regression and Splitting Nodes
-
P. Perner, & A. Rosenfeld (Eds.), Machine Learning and Data Mining in Pattern Recognition, Springer, Berlin in press
-
Ceci, M., Appice, A. & Malerba D.: Simplification Methods for Model Trees with Regression and Splitting Nodes. In P. Perner, & A. Rosenfeld (Eds.), Machine Learning and Data Mining in Pattern Recognition, Lectures Notes in Artificial Intelligence, 2734, Springer, Berlin (2003), in press.
-
(2003)
Lectures Notes in Artificial Intelligence
, vol.2734
-
-
Ceci, M.1
Appice, A.2
Malerba, D.3
-
3
-
-
85101445097
-
-
Draper N.R. and Smith H.: Applied regression analysis, John Wiley & Sons, (1982).
-
-
-
-
4
-
-
0031145187
-
A comparative analysis of methods for pruning decision trees
-
Esposito F., Malerba D., Semeraro G.: A comparative analysis of methods for pruning decision trees. IEEE Trans. PAMI, Vol. 19, Num. 5, (1997), 476-491. (Pubitemid 127762239)
-
(1997)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.19
, Issue.5
, pp. 476-491
-
-
Esposito, F.1
Malerba, D.2
Semeraro, G.3
-
5
-
-
84911008514
-
-
Karalic A.: Linear regression in regression tree leaves, in Proceedings of ISSEK '92 (International School for Synthesis of Expert Knowledge), Bled, Slovenia, (1992).
-
-
-
-
6
-
-
3042678862
-
Tree Structured Interpretable Regression, in Learning from Data
-
Fisher D. & Lenz H.J. (Eds.) Springer
-
Lubinsky D.: Tree Structured Interpretable Regression, in Learning from Data, Fisher D. & Lenz H.J. (Eds.), Lecture Notes in Statistics, 112, Springer, (1996), 387-398.
-
(1996)
Lecture Notes in Statistics
, vol.112
, pp. 387-398
-
-
Lubinsky, D.1
-
7
-
-
84884631438
-
Trading-off Local versus Global Effects of Regression Nodes in Model Trees
-
H.-S. Hacid, Z.W. Ras, D.A. Zighed, Y. Kodratoff (Eds), Proceedings of the 13th International Symposium, ISMIS'2002 Springer, Berlino, Germania
-
Malerba D., Appice A., Ceci M., Monopoli M. : Trading-off Local versus Global Effects of Regression Nodes in Model Trees. In H.-S. Hacid, Z.W. Ras, D.A. Zighed, Y. Kodratoff (Eds), Proceedings of the 13th International Symposium, ISMIS'2002, Lecture Notes in Artificial Intelligence, 2366, Springer, Berlino, Germania, (2002), 393-402.
-
(2002)
Lecture Notes in Artificial Intelligence
, vol.2366
, pp. 393-402
-
-
Malerba, D.1
Appice, A.2
Ceci, M.3
Monopoli, M.4
-
8
-
-
0005801045
-
Learning decision rules in noisy domains
-
Bramer, M. A., Cambridge University Press, Cambridge
-
Niblett, T. & Bratko I.: Learning decision rules in noisy domains. In Bramer, M. A., Research and Development in Expert Systems III, Cambridge University Press, Cambridge, (1986), 25-34.
-
(1986)
Research and Development in Expert Systems III
, pp. 25-34
-
-
Niblett, T.1
Bratko, I.2
-
10
-
-
0001495905
-
Learning with continuous classes
-
Adams & Sterling (Eds.), World Scientific
-
Quinlan J.R.: Learning with continuous classes, in Proceedings AI'92, Adams & Sterling (Eds.), World Scientific, (1992), 343-348.
-
(1992)
Proceedings AI'92
, pp. 343-348
-
-
Quinlan, J.R.1
-
11
-
-
3042671700
-
Pruning Regression Trees with MDL
-
H. Prade (Ed.), John Wiley & Sons, Chichester, England
-
Robnik-Šikonja M., Kononenko I.: Pruning Regression Trees with MDL. In H. Prade (Ed.), Proceedings of the 13th European Conference on Artificial Intelligence, John Wiley & Sons, Chichester, England, (1998), 455-459.
-
(1998)
Proceedings of the 13th European Conference on Artificial Intelligence
, pp. 455-459
-
-
Robnik-Šikonja, M.1
Kononenko, I.2
-
12
-
-
84911008226
-
-
Torgo L.: Functional Models for Regression Tree Leaves, in Proceedings of the Fourteenth International Conference (ICML '97), D. Fisher (Ed.), Nashville, Tennessee, (1997).
-
-
-
-
13
-
-
84911008257
-
-
Torgo L.: Inductive Learning of Tree-based Regression Models, Ph.D. Thesis, Department of Computer Science, Faculty of Sciences, University of Porto. (1999).
-
-
-
-
14
-
-
0001717058
-
-
Inducing Model Trees for Continuous Classes, in Poster Papers of the M. van Someren, & G. Widmer (Eds.), Prague, Czech Republic
-
Wang Y. & Witten I.H.: Inducing Model Trees for Continuous Classes, in Poster Papers of the 9th European Conference on Machine Learning (ECML 97), M. van Someren, & G. Widmer (Eds.), Prague, Czech Republic, (1997), 128-137.
-
(1997)
9th European Conference on Machine Learning (ECML 97)
, pp. 128-137
-
-
Wang, Y.1
Witten, I.H.2
-
15
-
-
84911008513
-
-
Weisberg S.: Applied regression analysis, 2nd edn. New York: Wiley, (1985).
-
-
-
|