-
1
-
-
84898958346
-
Semi-supervised support vector machines
-
M.S. Kearns, S.A. Solla and D.A. Cohn, eds MIT Press
-
K.P. Bennet and A. Demiriz, Semi-supervised support vector machines, in: Advances in Neural Information Processing 11, M.S. Kearns, S.A. Solla and D.A. Cohn, eds, MIT Press, 1999, pp. 368-374.
-
(1999)
Advances in Neural Information Processing
, vol.11
, pp. 368-374
-
-
Bennet, K.P.1
Demiriz, A.2
-
2
-
-
0003802343
-
-
Wadsworth International Group, Belmont, CA
-
L. Breiman, J. Friedman, R. Olshen and C. Stone, Classification and Regression Trees, Wadsworth International Group, Belmont, CA, 1984.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, R.3
Stone, C.4
-
4
-
-
85015191605
-
Rule induction with CN2: Some recent improvements
-
Porto, Portugal
-
P. Clark and R. Boswell, Rule induction with CN2: Some recent improvements, in Proc. of the 5th European Working Session of Learning, Porto, Portugal, 1991, 151-163.
-
(1991)
Proc of the 5th European Working Session of Learning
, pp. 151-163
-
-
Clark, P.1
Boswell, R.2
-
5
-
-
34249966007
-
The CN2 induction algorithm
-
P. Clark and T. Niblett, The CN2 induction algorithm, Machine Learning 3 (1989), 261-283.
-
(1989)
Machine Learning
, vol.3
, pp. 261-283
-
-
Clark, P.1
Niblett, T.2
-
9
-
-
22844456607
-
The role of Occam's razor in knowledge discovery
-
P. Domingos, The role of Occam's razor in knowledge discovery, Data Mining and Knowledge Discovery 3 (1999), 409-425.
-
(1999)
Data Mining and Knowledge Discovery
, vol.3
, pp. 409-425
-
-
Domingos, P.1
-
13
-
-
84948166287
-
A simple approach to ordinal classification
-
Freiburg, Germany
-
E. Frank and M. Hall, A simple approach to ordinal classification, in Proc. ECML-2001, 12th European Conference on Machine Learning, Freiburg, Germany, 2001, 145-156.
-
(2001)
Proc. ECML-2001, 12th European Conference on Machine Learning
, pp. 145-156
-
-
Frank, E.1
Hall, M.2
-
14
-
-
0033075882
-
Separate-and-conquer rule learning
-
J. F̈urnkranz, Separate-and-conquer rule learning, Artificial Intelligence Review 13(1) (1999), 3-54.
-
(1999)
Artificial Intelligence Review
, vol.13
, Issue.1
, pp. 3-54
-
-
F̈urnkranz, J.1
-
15
-
-
0012053155
-
Case-based decision: An extended abstract
-
H. Prade, ed., Brighton, UK
-
I. Gilboa and D. Schmeidler, Case-based decision: An extended abstract, in: Proceedings ECAI-98, 13th European Conference on Artificial Intelligence, H. Prade, ed., Brighton, UK, 1998, pp. 706-710.
-
(1998)
Proceedings ECAI-98, 13th European Conference on Artificial Intelligence
, pp. 706-710
-
-
Gilboa, I.1
Schmeidler, D.2
-
16
-
-
0037784181
-
Logistic regression for partial labels
-
Annecy, France
-
Y. Grandvalet, Logistic regression for partial labels, in IPMU-02, Int. Conf. Information Processing and Management of Uncertainty in Knowledge-Based Systems, Annecy, France, 2002, 1935-1941.
-
(2002)
IPMU-02, Int. Conf. Information Processing and Management of Uncertainty in Knowledge-Based Systems
, pp. 1935-1941
-
-
Grandvalet, Y.1
-
17
-
-
0006720075
-
-
Technical Report TR-99-3, Department of Computer Science Technical University of Berlin, Berlin, Germany
-
R. Herbrich, T. Graepel and K. Obermayer, Regression models for ordinal data: A machine learning approach. Technical Report TR 99-3, Department of Computer Science, Technical University of Berlin, Berlin, Germany, 1999.
-
(1999)
Regression Models for Ordinal Data: A Machine Learning Approach
-
-
Herbrich, R.1
Graepel, T.2
Obermayer, K.3
-
18
-
-
27144485263
-
Experience-based decision making
-
E. Ḧullermeier, Experience-based decision making, IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans 35(5) (2005), 641-653.
-
(2005)
IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans
, vol.35
, Issue.5
, pp. 641-653
-
-
Ḧullermeier, E.1
-
20
-
-
33747739087
-
Robust decision trees: Removing outliers from databases
-
U.M. Fayyad and R. Uthurusamy, eds, Menlo Park, CA, AAAI Press
-
G.H. John, Robust decision trees: Removing outliers from databases, in: Int. Conf. on Knowledge Discovery and Data Mining, U.M. Fayyad and R. Uthurusamy, eds, Menlo Park, CA, AAAI Press, 1995, pp. 174-179.
-
(1995)
Int. Conf. on Knowledge Discovery and Data Mining
, pp. 174-179
-
-
John, G.H.1
-
22
-
-
0000262562
-
Hierarchical mixtures of experts and the em algorithm
-
M.I. Jordan and R.A. Jacobs, Hierarchical mixtures of experts and the EM algorithm, Neural Computation 6(181).
-
Neural Computation
, vol.6
, pp. 181
-
-
Jordan, M.I.1
Jacobs, R.A.2
-
24
-
-
0035401786
-
Prediction of ordinal classes using regression trees
-
S. Kramer, G.Widmer, B. Pfahringer and M. De Groeve, Prediction of ordinal classes using regression trees, Fundamenat Informaticae 34 (2000), 1-15.
-
(2000)
Fundamenat Informaticae
, vol.34
, pp. 1-15
-
-
Kramer, S.1
Widmer, G.2
Pfahringer, B.3
De Groeve, M.4
-
25
-
-
0003223784
-
Multi-label text classification with a mixture model trained by em
-
A. McCallum, Multi-label text classification with a mixture model trained by EM, In AAAI-99 Workshop on Text Learning, 1999.
-
(1999)
AAAI-99 Workshop on Text Learning
-
-
McCallum, A.1
-
26
-
-
0003312474
-
On the quasi-minimal solution of the covernig problem
-
Bled, Yugoslavia
-
R.S. Michalski, On the quasi-minimal solution of the covernig problem, in Proc. 5th International Symposium on Information Processing, Vol. A3, Bled, Yugoslavia, 1969, 125-128.
-
(1969)
Proc. 5th International Symposium on Information Processing
, vol.A3
, pp. 125-128
-
-
Michalski, R.S.1
-
27
-
-
85005299854
-
The multi-purpose incremental learning system AQ15 and its testing application on three medical domains
-
Philadelphia PA
-
R.S. Michalski, I. Mozetic, J. Hong and N. Lavrac, The multi-purpose incremental learning system AQ15 and its testing application on three medical domains, in Proc. 5th National Conference on Artificial Intelligence, Philadelphia, PA, 1986, 1041-1045.
-
(1986)
Proc. 5th National Conference on Artificial Intelligence
, pp. 1041-1045
-
-
Michalski, R.S.1
Mozetic, I.2
Hong, J.3
Lavrac, N.4
-
29
-
-
0001172265
-
Learning logical definitions from relations
-
J.R. Quinlan, Learning logical definitions from relations, Machine Learning 5 (1990), 239-266.
-
(1990)
Machine Learning
, vol.5
, pp. 239-266
-
-
Quinlan, J.R.1
-
31
-
-
0004184073
-
-
John Wiley and Sons, New York
-
H.A. Simon, Models of Man, John Wiley and Sons, New York, 1957.
-
(1957)
Models of Man
-
-
Simon, H.A.1
-
32
-
-
0031073477
-
A review and empirical comparison of feature weighting methods for a class of lazy learning algorithms
-
D. Wettschereck, D.W. Aha and T. Mohri, A review and empirical comparison of feature weighting methods for a class of lazy learning algorithms, AI Review 11 (1997), 273-314.
-
(1997)
AI Review
, vol.11
, pp. 273-314
-
-
Wettschereck, D.1
Aha, D.W.2
Mohri, T.3
-
33
-
-
0015361129
-
Asymptotic properties of nearest neighbor rules using edited data
-
D.L. Wilson, Asymptotic properties of nearest neighbor rules using edited data, IEEE Transactions on Systems, Man, and Cybernetics SMC-2(3) (1972), 408-421.
-
(1972)
IEEE Transactions on Systems, Man, and Cybernetics
, vol.SMC-2
, Issue.3
, pp. 408-421
-
-
Wilson, D.L.1
-
35
-
-
0023855863
-
On ordered weighted averaging aggregation operators in multicriteria decision making
-
R.R. Yager, On ordered weighted averaging aggregation operators in multicriteria decision making, IEEE Transactions on Systems, Man, and Cybernetics 18(1) (1988), 183-190.
-
(1988)
IEEE Transactions on Systems, Man, and Cybernetics
, vol.18
, Issue.1
, pp. 183-190
-
-
Yager, R.R.1
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