-
3
-
-
84860214044
-
A Survey of Evolutionary Algorithms for Decision-Tree Induction
-
Barros RC, Basgalupp MP, de Carvalho A, Freitas AA (2012). "A Survey of Evolutionary Algorithms for Decision-Tree Induction." IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 42(3), 291-312.
-
(2012)
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
, vol.42
, Issue.3
, pp. 291-312
-
-
Barros, R.C.1
Basgalupp, M.P.2
De Carvalho, A.3
Freitas, A.A.4
-
4
-
-
0035478854
-
Random Forests
-
Breiman L (2001). "Random Forests." Machine Learning, 45(1), 5-32.
-
(2001)
Machine Learning
, vol.45
, Issue.1
, pp. 5-32
-
-
Breiman, L.1
-
6
-
-
84971323247
-
-
Bundesministerium für Gesundheit, URL, (accessed on 2014-08-09)
-
Bundesministerium für Gesundheit (2010). "The Austrian DRG System." URL: http://www.bmg.gv.at/home/EN/Topics/The_Austrian_DRG_system_brochure (accessed on 2014-08-09).
-
(2010)
The Austrian DRG System
-
-
-
7
-
-
0347763609
-
Using Evolutionary Algorithms as Instance Selection for Data Reduction in KDD: An Experimental Study
-
Cano JR, Herrera F, Lozano M (2003). "Using Evolutionary Algorithms as Instance Selection for Data Reduction in KDD: An Experimental Study." IEEE Transactions on Evolutionary Computation, 7(6), 561-575.
-
(2003)
IEEE Transactions on Evolutionary Computation
, vol.7
, Issue.6
, pp. 561-575
-
-
Cano, J.R.1
Herrera, F.2
Lozano, M.3
-
11
-
-
77955157376
-
Glmulti: An R Package for Easy Automated Model Selection with (Generalized) Linear Models
-
URL
-
de Mazancourt C, Calcagno V (2010). "Glmulti: An R Package for Easy Automated Model Selection with (Generalized) Linear Models." Journal of Statistical Software, 34(12), 1-29. URL http://www.jstatsoft.org/v34/i12/.
-
(2010)
Journal of Statistical Software
, vol.34
, Issue.12
, pp. 1-29
-
-
De Mazancourt, C.1
Calcagno, V.2
-
12
-
-
0000228535
-
A Bayesian CART Algorithm
-
Denison DGT, Mallick BK, Smith AFM (1998). "A Bayesian CART Algorithm." Biometrika, 85(2), 363-377.
-
(1998)
Biometrika
, vol.85
, Issue.2
, pp. 363-377
-
-
Denison, D.G.T.1
Mallick, B.K.2
Smith, A.F.M.3
-
15
-
-
77249174228
-
A Survey on the Application of Genetic Programming to Classification
-
Espejo PG, Ventura S, Herrera F (2010). "A Survey on the Application of Genetic Programming to Classification." IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 40(2), 121-144.
-
(2010)
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
, vol.40
, Issue.2
, pp. 121-144
-
-
Espejo, P.G.1
Ventura, S.2
Herrera, F.3
-
18
-
-
0012141368
-
A Survey of Evolutionary Algorithms for Data Mining and Knowledge Discovery
-
In A Ghosh, S Tsutsui (eds.), Springer-Verlag, New York
-
Freitas AA (2003). "A Survey of Evolutionary Algorithms for Data Mining and Knowledge Discovery." In A Ghosh, S Tsutsui (eds.), Advances in Evolutionary Computing, pp. 819-845. Springer-Verlag, New York.
-
(2003)
Advances in Evolutionary Computing
, pp. 819-845
-
-
Freitas, A.A.1
-
20
-
-
77649089551
-
Regression Tree Construction by Bootstrap: Model Search for DRG-Systems Applied to Austrian Health-Data
-
Grubinger T, Kobel C, Pfeiffer KP (2010). "Regression Tree Construction by Bootstrap: Model Search for DRG-Systems Applied to Austrian Health-Data." BMC Medical Informatics and Decision Making, 10(9).
-
(2010)
BMC Medical Informatics and Decision Making
, vol.10
, Issue.9
-
-
Grubinger, T.1
Kobel, C.2
Pfeiffer, K.P.3
-
21
-
-
0003684449
-
-
2nd edition. Springer-Verlag, New York
-
Hastie T, Tibshirani R, Friedman J (2009). The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2nd edition. Springer-Verlag, New York.
-
(2009)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
23
-
-
67349192921
-
Open-Source Machine Learning: R Meets Weka
-
Hornik K, Buchta C, Zeileis A (2009). "Open-Source Machine Learning: R Meets Weka." Computational Statistics, 24(2), 225-232.
-
(2009)
Computational Statistics
, vol.24
, Issue.2
, pp. 225-232
-
-
Hornik, K.1
Buchta, C.2
Zeileis, A.3
-
25
-
-
49849092907
-
Simultaneous Inference in General Parametric Models
-
Hothorn T, Bretz F, Westfall P (2008). "Simultaneous Inference in General Parametric Models." Biometrical Journal, 50(3), 346-363.
-
(2008)
Biometrical Journal
, vol.50
, Issue.3
, pp. 346-363
-
-
Hothorn, T.1
Bretz, F.2
Westfall, P.3
-
26
-
-
33749677657
-
Unbiased Recursive Partitioning: A Conditional Inference Framework
-
Hothorn T, Hornik K, Zeileis A (2006). "Unbiased Recursive Partitioning: A Conditional Inference Framework." Journal of Computational and Graphical Statistics, 15(3), 651-674.
-
(2006)
Journal of Computational and Graphical Statistics
, vol.15
, Issue.3
, pp. 651-674
-
-
Hothorn, T.1
Hornik, K.2
Zeileis, A.3
-
27
-
-
26644464819
-
The Design and Analysis of Benchmark Experiments
-
Hothorn T, Leisch F, Zeileis A, Hornik K (2005). "The Design and Analysis of Benchmark Experiments." Journal of Computational and Graphical Statistics, 14(3), 675-699.
-
(2005)
Journal of Computational and Graphical Statistics
, vol.14
, Issue.3
, pp. 675-699
-
-
Hothorn, T.1
Leisch, F.2
Zeileis, A.3
Hornik, K.4
-
28
-
-
84908228016
-
-
Working Paper 2014-10, Working Papers in Economics and Statistics, Research Platform Empirical and Experimental Economics, Universität Innsbruck. URL
-
Hothorn T, Zeileis A (2014). "Partykit: A Modular Toolkit for Recursive Partytioning in R." Working Paper 2014-10, Working Papers in Economics and Statistics, Research Platform Empirical and Experimental Economics, Universität Innsbruck. URL http://EconPapers.RePEc.org/RePEc:inn:wpaper:2014-10.
-
(2014)
Partykit: A Modular Toolkit for Recursive Partytioning in R
-
-
Hothorn, T.1
Zeileis, A.2
-
29
-
-
0001815269
-
Constructing Optimal Binary Decision Trees Is NP-Complete
-
Hyafil L, Rivest RL (1976). "Constructing Optimal Binary Decision Trees Is NP-Complete." Information Processing Letters, 5(1), 15-17.
-
(1976)
Information Processing Letters
, vol.5
, Issue.1
, pp. 15-17
-
-
Hyafil, L.1
Rivest, R.L.2
-
30
-
-
0038479948
-
Generating Robust and Flexible Job Shop Schedules Using Genetic Algorithms
-
Jensen MT (2003). "Generating Robust and Flexible Job Shop Schedules Using Genetic Algorithms." IEEE Transactions on Evolutionary Computation, 7(3), 275-288.
-
(2003)
IEEE Transactions on Evolutionary Computation
, vol.7
, Issue.3
, pp. 275-288
-
-
Jensen, M.T.1
-
31
-
-
11244352554
-
Kernlab - An S4 Package for Kernel Methods in R
-
URL
-
Karatzoglou A, Smola A, Hornik K, Zeileis A (2004). "Kernlab - An S4 Package for Kernel Methods in R." Journal of Statistical Software, 11(9), 1-20. URL http://www.jstatsoft.org/v11/i09/.
-
(2004)
Journal of Statistical Software
, vol.11
, Issue.9
, pp. 1-20
-
-
Karatzoglou, A.1
Smola, A.2
Hornik, K.3
Zeileis, A.4
-
33
-
-
85030639535
-
Concept Formation and Decision Tree Induction Using the Genetic Programming Paradigm
-
Springer-Verlag, London
-
Koza JR (1991). "Concept Formation and Decision Tree Induction Using the Genetic Programming Paradigm." In Proceedings of the 1st Workshop on Parallel Problem Solving from Nature, pp. 124-128. Springer-Verlag, London.
-
(1991)
Proceedings of the 1st Workshop on Parallel Problem Solving from Nature
, pp. 124-128
-
-
Koza, J.R.1
-
37
-
-
78651532074
-
Improving the Precision of Classification Trees
-
Loh WY (2009). "Improving the Precision of Classification Trees." Annals of Applied Statistics, 3(4), 1710-1737.
-
(2009)
Annals of Applied Statistics
, vol.3
, Issue.4
, pp. 1710-1737
-
-
Loh, W.Y.1
-
41
-
-
84875742146
-
Decision Tree Induction: How Effective Is the Greedy Heuris- tic?"
-
In UM Fayyad, R Uthurusamy (eds.), AAAI Press, San Mateo
-
Murthy SK, Salzberg S (1995). "Decision Tree Induction: How Effective Is the Greedy Heuris- tic?" In UM Fayyad, R Uthurusamy (eds.), Proceedings of the First International Confer- ence on Knowledge Discovery and Data Mining, pp. 222-227. AAAI Press, San Mateo.
-
(1995)
Proceedings of the First International Confer- ence on Knowledge Discovery and Data Mining
, pp. 222-227
-
-
Murthy, S.K.1
Salzberg, S.2
-
42
-
-
0346768473
-
Breeding Decision Trees Using Evolutionary Techniques
-
In CE Brodley, AP Danyluk (eds.), Morgan Kaufmann Publishers, San Mateo
-
Papagelis A, Kalles D (2001). "Breeding Decision Trees Using Evolutionary Techniques." In CE Brodley, AP Danyluk (eds.), Proceedings of the Eighteenth International Conference on Machine Learning, pp. 393-400. Morgan Kaufmann Publishers, San Mateo.
-
(2001)
Proceedings of the Eighteenth International Conference on Machine Learning
, pp. 393-400
-
-
Papagelis, A.1
Kalles, D.2
-
45
-
-
0024627518
-
Inferring Decision Trees Using the Minimum Description Length Principle
-
Quinlan JR, Rivest RL (1989). "Inferring Decision Trees Using the Minimum Description Length Principle." Information and Computation, 80(3), 227-248.
-
(1989)
Information and Computation
, vol.80
, Issue.3
, pp. 227-248
-
-
Quinlan, J.R.1
Rivest, R.L.2
-
49
-
-
84876701974
-
GA: A Package for Genetic Algorithms in R
-
URL
-
Scrucca L (2013). "GA: A Package for Genetic Algorithms in R." Journal of Statistical Software, 53(4), 1-37. URL http://www.jstatsoft.org/v53/i04/.
-
(2013)
Journal of Statistical Software
, vol.53
, Issue.4
, pp. 1-37
-
-
Scrucca, L.1
-
50
-
-
0003653162
-
Improving Classification Trees with Simulated Annealing
-
In EM Kerami- das, SM Kaufman (eds.), Interface Foundation of North America, Fairfax Station
-
Sutton CD (1991). "Improving Classification Trees with Simulated Annealing." In EM Kerami- das, SM Kaufman (eds.), Computing Science and Statistics: Proceedings of the 23rd Sympo- sium on the Interface, pp. 333-344. Interface Foundation of North America, Fairfax Station.
-
(1991)
Computing Science and Statistics: Proceedings of the 23rd Sympo- sium on the Interface
, pp. 333-344
-
-
Sutton, C.D.1
-
51
-
-
0003516711
-
An Introduction to Recursive Partitioning Using the rpart Routine
-
, Mayo Clinic, Rochester. URL
-
Therneau TM, Atkinson EJ (1997). An Introduction to Recursive Partitioning Using the rpart Routine. Technical Report 61, Section of Biostatistics, Mayo Clinic, Rochester. URL http://www.mayo.edu/hsr/techrpt/61.pdf.
-
(1997)
Technical Report 61, Section of Biostatistics
-
-
Therneau, T.M.1
Atkinson, E.J.2
-
55
-
-
44649159456
-
Model-Based Recursive Partitioning
-
Zeileis A, Hothorn T, Hornik K (2008). "Model-Based Recursive Partitioning." Journal of Computational and Graphical Statistics, 17(2), 492-514.
-
(2008)
Journal of Computational and Graphical Statistics
, vol.17
, Issue.2
, pp. 492-514
-
-
Zeileis, A.1
Hothorn, T.2
Hornik, K.3
|