-
1
-
-
0000389960
-
Constructing hidden units using examples and queries
-
R. P. Lippmann, J. E. Moody & D. S. Touretzky (Eds), San Mateo, CA: Morgan Kaufmann
-
Baum, E. & Lang, K. (1991) Constructing hidden units using examples and queries. In R. P. Lippmann, J. E. Moody & D. S. Touretzky (Eds), Advances in Neural Information Processing Systems, Vol. 3. San Mateo, CA: Morgan Kaufmann, pp. 904-910.
-
(1991)
Advances in Neural Information Processing Systems
, vol.3
, pp. 904-910
-
-
Baum, E.1
Lang, K.2
-
2
-
-
0001740650
-
Training with noise is equivalent to Tikhonov regularization
-
Bishop, C.M. (1995) Training with noise is equivalent to Tikhonov regularization. Neural Computation, 7, 108-116.
-
(1995)
Neural Computation
, vol.7
, pp. 108-116
-
-
Bishop, C.M.1
-
3
-
-
0003343396
-
Analysis of results
-
D. Michie, D. J. Spiegelhalter & C. C. Taylor (Eds), New York: Ellis Horwood
-
Brazdil, P. & Henery, R. (1994) Analysis of results. In D. Michie, D. J. Spiegelhalter & C. C. Taylor (Eds), Machine Learning, Neural and Statistical Classification. New York: Ellis Horwood, pp. 175-212.
-
(1994)
Machine Learning, Neural and Statistical Classification
, pp. 175-212
-
-
Brazdil, P.1
Henery, R.2
-
4
-
-
0003495934
-
-
Technical Report TR-421, Department of Statistics, University of California, Berkeley, CA
-
Breiman, L. (1994) Bagging Predictors. Technical Report TR-421, Department of Statistics, University of California, Berkeley, CA.
-
(1994)
Bagging Predictors
-
-
Breiman, L.1
-
5
-
-
84875570168
-
An algorithm for building regularized, piecewise linear discrimination surfaces: The perception membrane
-
Deffuant, G. (1995) An algorithm for building regularized, piecewise linear discrimination surfaces: the perception membrane. Neural Computation, 7, 480-489.
-
(1995)
Neural Computation
, vol.7
, pp. 480-489
-
-
Deffuant, G.1
-
6
-
-
0024417522
-
Accuracy curves: An alternative graphical representation of probability data
-
Detrano, R. (1989) Accuracy curves: An alternative graphical representation of probability data. Journal of Clinical Epidemiology, 42, 983-986.
-
(1989)
Journal of Clinical Epidemiology
, vol.42
, pp. 983-986
-
-
Detrano, R.1
-
7
-
-
0024374781
-
International application of a new probability algorithm for the diagnosis of coronary artery disease
-
Detrano, R., Janosi, A., Steinbrunn, W., Pfisterer, M., Schmid, J., Sandhu, S., Guppy, K., Lee, S. & Froelicher, V. (1989) International application of a new probability algorithm for the diagnosis of coronary artery disease. American Journal of Cardiology, 64, 304-310.
-
(1989)
American Journal of Cardiology
, vol.64
, pp. 304-310
-
-
Detrano, R.1
Janosi, A.2
Steinbrunn, W.3
Pfisterer, M.4
Schmid, J.5
Sandhu, S.6
Guppy, K.7
Lee, S.8
Froelicher, V.9
-
9
-
-
0003000735
-
Fast-learning variations on back-propagation: An empirical study
-
D. Touretzky, G. Hinton & T. Sejnowski (Eds), San Mateo, CA: Morgan Kaufmann
-
Fahlman, S.E. (1989) Fast-learning variations on back-propagation: An empirical study. In D. Touretzky, G. Hinton & T. Sejnowski (Eds), Proceedings of the 1988 Connectionist Models Summer School. San Mateo, CA: Morgan Kaufmann, pp. 38-51.
-
(1989)
Proceedings of the 1988 Connectionist Models Summer School
, pp. 38-51
-
-
Fahlman, S.E.1
-
10
-
-
0003420910
-
-
Cmu-cs-90-100, Carnegie Mellon University, Pittsburgh, PA
-
Fahlman, S.E. & Lebiere, C. (1990) The Cascade-Correlation Learning Architecture. Cmu-cs-90-100, Carnegie Mellon University, Pittsburgh, PA.
-
(1990)
The Cascade-Correlation Learning Architecture
-
-
Fahlman, S.E.1
Lebiere, C.2
-
11
-
-
0001942829
-
Neural networks and the bias-variance dilemma
-
Geman, S., Bienenstock, E. & Doursat, R. (1992) Neural networks and the bias-variance dilemma. Neural Computation, 4, 1-58.
-
(1992)
Neural Computation
, vol.4
, pp. 1-58
-
-
Geman, S.1
Bienenstock, E.2
Doursat, R.3
-
12
-
-
0024732990
-
Models of incremental concept formation
-
Gennari, J.H., Langley, P. & Fisher, D. (1988) Models of incremental concept formation. Artificial Intelligence, 40, 11-61.
-
(1988)
Artificial Intelligence
, vol.40
, pp. 11-61
-
-
Gennari, J.H.1
Langley, P.2
Fisher, D.3
-
13
-
-
0015967909
-
Radiographic applications of receiver operating characteristic (ROC) curves
-
Goodenough, D.J., Rossmann, K. & Lusted, L.B. (1974) Radiographic applications of receiver operating characteristic (ROC) curves. Radiology, 110, 89-95.
-
(1974)
Radiology
, vol.110
, pp. 89-95
-
-
Goodenough, D.J.1
Rossmann, K.2
Lusted, L.B.3
-
14
-
-
0020083498
-
The meaning and use of the area under a receiver operating characteristic (ROC) curve
-
Hanley, J.A. & McNeil, B.J. (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143, 29-36.
-
(1982)
Radiology
, vol.143
, pp. 29-36
-
-
Hanley, J.A.1
McNeil, B.J.2
-
18
-
-
0027524672
-
Assessing test accuracy and its clinical consequences: A primer for receiver operating characteristic curve analysis
-
Henderson, A.R. (1993) Assessing test accuracy and its clinical consequences: a primer for receiver operating characteristic curve analysis. Annals of Clinical Biochemistry, 30, 521-539.
-
(1993)
Annals of Clinical Biochemistry
, vol.30
, pp. 521-539
-
-
Henderson, A.R.1
-
21
-
-
0000029122
-
A simple weight decay can improve generalization
-
J. E. Moody, S. J. Hanson & R. P. Lippmann (Eds), San Mateo, CA: Morgan Kaufmann
-
Krogh, A. & Hertz, J.A. (1992) A simple weight decay can improve generalization. In J. E. Moody, S. J. Hanson & R. P. Lippmann (Eds), Advances in Neural Information Processing Systems, Vol. 4. San Mateo, CA: Morgan Kaufmann, pp. 950-957.
-
(1992)
Advances in Neural Information Processing Systems
, vol.4
, pp. 950-957
-
-
Krogh, A.1
Hertz, J.A.2
-
22
-
-
0002540180
-
Learning to tell two spirals apart
-
D. S. Touretzky, J. L. Ellman, T. J. Sejnowski & G. E. Hinton (Eds)
-
Lang, K.J. & Witbrock, M.J. (1988) Learning to tell two spirals apart. In D. S. Touretzky, J. L. Ellman, T. J. Sejnowski & G. E. Hinton (Eds), Proceedings of the 1988 Connectionists Models, pp. 52-59.
-
(1988)
Proceedings of the 1988 Connectionists Models
, pp. 52-59
-
-
Lang, K.J.1
Witbrock, M.J.2
-
24
-
-
85153956884
-
Predicting the risk of complications in coronary artery bypass operations using neural networks
-
G. Tesauro, D. Touretzky & T. Leen (Eds), Cambridge, MA: MIT Press
-
Lippmann, R.P., Kukolich, L. & Shahian, D. (1995) Predicting the risk of complications in coronary artery bypass operations using neural networks. In G. Tesauro, D. Touretzky & T. Leen (Eds), Advances in Neural Information Processing Systems, Vol. 7. Cambridge, MA: MIT Press, pp. 1055-1062.
-
(1995)
Advances in Neural Information Processing Systems
, vol.7
, pp. 1055-1062
-
-
Lippmann, R.P.1
Kukolich, L.2
Shahian, D.3
-
26
-
-
0003512020
-
-
PhD thesis, Brown University, Institute for Brain and Neural Systems, Providence, RI
-
Perrone, M.P. (1993) Improving Regression Estimation: Averaging Methods for Variance Reduction with Extensions to General Convex Measure Optimization. PhD thesis, Brown University, Institute for Brain and Neural Systems, Providence, RI.
-
(1993)
Improving Regression Estimation: Averaging Methods for Variance Reduction with Extensions to General Convex Measure Optimization
-
-
Perrone, M.P.1
-
28
-
-
0026017007
-
Creating artificial neural networks that generalize
-
Sietsma, J. & Dow, R.J.F. (1991) Creating artificial neural networks that generalize. Neural Networks, 4, 67-79.
-
(1991)
Neural Networks
, vol.4
, pp. 67-79
-
-
Sietsma, J.1
Dow, R.J.F.2
-
29
-
-
0043217616
-
-
PhD thesis, Royal Institute of Technology, Stockholm, Sweden
-
Stensmo, M. (1995) Adaptive Automated Diagnosis. PhD thesis, Royal Institute of Technology, Stockholm, Sweden
-
(1995)
Adaptive Automated Diagnosis
-
-
Stensmo, M.1
-
30
-
-
84875562670
-
-
Technical Report, Boulder Creek, CA
-
Ultragem Data Mining (UDM) (1996) Esprit Statlog Benchmarks. Technical Report, Boulder Creek, CA.
-
(1996)
Esprit Statlog Benchmarks
-
-
-
31
-
-
0026692226
-
Stacked generalization
-
Wolpert, D.H. (1992) Stacked generalization. Neural Networks, 5, 241-259.
-
(1992)
Neural Networks
, vol.5
, pp. 241-259
-
-
Wolpert, D.H.1
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