-
1
-
-
85172413460
-
Learning first order logic rules with a genetic algorithm
-
AAAI Press
-
S. Augier, G. Venturini and Y. Kodratoff, "Learning first order logic rules with a genetic algorithm", Proc. Int. Conf. Knowledge Discovery in Databases (KDD'95), AAAI Press, 1995, pp. 21-26.
-
(1995)
Proc. Int. Conf. Knowledge Discovery in Databases (KDD'95)
, pp. 21-26
-
-
Augier, S.1
Venturini, G.2
Kodratoff, Y.3
-
2
-
-
0001024110
-
First and second order methods for learning: Between steepest descent and Newton's method
-
R. Battiti, "First and second order methods for learning: between steepest descent and Newton's method", Neural Comput. 4 (1992) 141-166.
-
(1992)
Neural Comput.
, vol.4
, pp. 141-166
-
-
Battiti, R.1
-
5
-
-
21344487944
-
SDL, a stochastic algorithm for learning decision lists with limited complexity
-
F. De Carvalho and O. Gascuel, "SDL, a stochastic algorithm for learning decision lists with limited complexity", Ann. Math. Artif. Intell. 10 (1994) 281-302.
-
(1994)
Ann. Math. Artif. Intell.
, vol.10
, pp. 281-302
-
-
De Carvalho, F.1
Gascuel, O.2
-
6
-
-
37749034335
-
On changing continous attributes into ordered discrete attributes
-
J. Catlett, On changing continous attributes into ordered discrete attributes", Lectures Notes in AI 482 (1991) 164-178.
-
(1991)
Lectures Notes in AI
, vol.482
, pp. 164-178
-
-
Catlett, J.1
-
7
-
-
0016127071
-
Finding prototypes for nearest neighbor classifiers
-
C. Chang, "Finding prototypes for nearest neighbor classifiers", IEEE Trans. Comput. 26 (1974) 1179-1184.
-
(1974)
IEEE Trans. Comput.
, vol.26
, pp. 1179-1184
-
-
Chang, C.1
-
8
-
-
11744255630
-
Efficient neural network training on a cray Y-MP
-
S. L. Chung and R. Setiono, "Efficient neural network training on a cray Y-MP", Int. J. High Speed Comput. 7 (1995) 109-123.
-
(1995)
Int. J. High Speed Comput.
, vol.7
, pp. 109-123
-
-
Chung, S.L.1
Setiono, R.2
-
9
-
-
0012017520
-
Induction in Noisy domains
-
eds. I. Bratko and N. Lavrac, Sigma Press, Wimslow
-
P. Clark and T. Niblett, "Induction in Noisy domains", Progress in Machine Learning, eds. I. Bratko and N. Lavrac, Sigma Press, Wimslow, 1987, pp. 11-30.
-
(1987)
Progress in Machine Learning
, pp. 11-30
-
-
Clark, P.1
Niblett, T.2
-
11
-
-
84926662675
-
Nearest neighbor pattern classification
-
T. M. Cover and P. E. Hart, "Nearest neighbor pattern classification", IEEE Trans. Inform. Theor. 13 (1967) 21-27.
-
(1967)
IEEE Trans. Inform. Theor.
, vol.13
, pp. 21-27
-
-
Cover, T.M.1
Hart, P.E.2
-
12
-
-
0000359337
-
Back-propagation applied to handwritten zipcode recognition
-
Y. Le Cun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard and L.D. Jackel, "Back-propagation applied to handwritten zipcode recognition", Neural Comput. 1 (1989) 541-551.
-
(1989)
Neural Comput.
, vol.1
, pp. 541-551
-
-
Le Cun, Y.1
Boser, B.2
Denker, J.S.3
Henderson, D.4
Howard, R.E.5
Hubbard, W.6
Jackel, L.D.7
-
14
-
-
0002032320
-
A comparative review of selected methods for learning from examples
-
eds. R. S. Michalski, J. G. Carbonell and T. M. Mitchell, Tioga
-
T. G. Dietterich and R. S. Michalski, "A comparative review of selected methods for learning from examples", Machine Learning: An Artificial Intelligence Approach, eds. R. S. Michalski, J. G. Carbonell and T. M. Mitchell, Tioga, 1983, pp. 41-81.
-
(1983)
Machine Learning: An Artificial Intelligence Approach
, pp. 41-81
-
-
Dietterich, T.G.1
Michalski, R.S.2
-
16
-
-
0002593344
-
Multi-interval discretization of continuous-valued attributes for classification learning
-
Chambery, Aug.
-
U. M. Fayyad and K. B. Irani, "Multi-interval discretization of continuous-valued attributes for classification learning", Proc. 13th Int. Joint Conf. Artificial Intelligence, Chambery, Aug. 1993.
-
(1993)
Proc. 13th Int. Joint Conf. Artificial Intelligence
-
-
Fayyad, U.M.1
Irani, K.B.2
-
17
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
R. A. Fisher, "The use of multiple measurements in taxonomic problems", Ann. Eugenics 7 (1936) 179-188.
-
(1936)
Ann. Eugenics
, vol.7
, pp. 179-188
-
-
Fisher, R.A.1
-
18
-
-
34248971907
-
On grouping for maximum homogeneity
-
W. D. Fisher, "On grouping for maximum homogeneity", J.A.S.A. 53 (1958) 789-798.
-
(1958)
J.A.S.A.
, vol.53
, pp. 789-798
-
-
Fisher, W.D.1
-
20
-
-
84945709355
-
An algorithm for finding best matches in logarithmic expected time
-
J. H. Friedman, J. L. Bentley and R. A. Finkel, "An algorithm for finding best matches in logarithmic expected time", ACM Trans. Math. Software 3 (1977) 209-226.
-
(1977)
ACM Trans. Math. Software
, vol.3
, pp. 209-226
-
-
Friedman, J.H.1
Bentley, J.L.2
Finkel, R.A.3
-
23
-
-
84865906247
-
Quelques aspects numériques de l'analyse symbolique des données
-
eds. E. Diday and Y. Kodratoff, Cepadues-Editions, Toulouse
-
O. Gascuel, "Quelques aspects numériques de l'analyse symbolique des données", Induction Symbolique et Numérique, eds. E. Diday and Y. Kodratoff, Cepadues-Editions, Toulouse, 1991, pp. 327-359.
-
(1991)
Induction Symbolique et Numérique
, pp. 327-359
-
-
Gascuel, O.1
-
26
-
-
0026953218
-
Classification trees with neural network feature extraction
-
H. Guo and S. B. Gelfand, "Classification trees with neural network feature extraction", IEEE Trans. Neural Networks 3 (1992) 925-933.
-
(1992)
IEEE Trans. Neural Networks
, vol.3
, pp. 925-933
-
-
Guo, H.1
Gelfand, S.B.2
-
28
-
-
0001020401
-
Recent advances in error rate estimation
-
D. J. Hand, "Recent advances in error rate estimation", Patt. Recogn. Lett. 4 (1986) 335-346.
-
(1986)
Patt. Recogn. Lett.
, vol.4
, pp. 335-346
-
-
Hand, D.J.1
-
29
-
-
84931162639
-
The condensed nearest neighbor rule
-
P. E. Hart, "The condensed nearest neighbor rule", IEEE Trans. Inform. Theor. 14 (1968) 515-516.
-
(1968)
IEEE Trans. Inform. Theor.
, vol.14
, pp. 515-516
-
-
Hart, P.E.1
-
30
-
-
0024082469
-
Quantifying inductive bias: AI learning algorithms and valiant's learning framework
-
D. Haussler, "Quantifying inductive bias: AI learning algorithms and valiant's learning framework", Artif. Intell 36 (1988) 177-221.
-
(1988)
Artif. Intell
, vol.36
, pp. 177-221
-
-
Haussler, D.1
-
33
-
-
0020118274
-
Neural networks and physical systems with emergent collective computational abilities
-
J. J. Hopfield, "Neural networks and physical systems with emergent collective computational abilities", Proc. National Academy of Sciences, USA 79 (1982) 2554-2558.
-
(1982)
Proc. National Academy of Sciences, USA
, vol.79
, pp. 2554-2558
-
-
Hopfield, J.J.1
-
34
-
-
34250090619
-
Learning with genetic algorithms: An overview
-
K. De Jong, "Learning with genetic algorithms: an overview", Mach. Learn. 3 (1988) 121-138.
-
(1988)
Mach. Learn.
, vol.3
, pp. 121-138
-
-
De Jong, K.1
-
35
-
-
0029306995
-
STATLOG: Comparison of classification algorithms on large real-world problems
-
R. D. King, C. Feng and A. Sutherland, "STATLOG: Comparison of classification algorithms on large real-world problems", Appl. Artif. Intell. 9 (1995) 289-333.
-
(1995)
Appl. Artif. Intell.
, vol.9
, pp. 289-333
-
-
King, R.D.1
Feng, C.2
Sutherland, A.3
-
38
-
-
0026124514
-
Foundations of the likelihood linkage analysis (LLA) classification method
-
Wiley
-
I. C. Lerman, "Foundations of the likelihood linkage analysis (LLA) classification method", Proc. Applied Stochastic Models and Data Analysis, Wiley, 1991, pp. 63-76.
-
(1991)
Proc. Applied Stochastic Models and Data Analysis
, pp. 63-76
-
-
Lerman, I.C.1
-
40
-
-
51249194645
-
A logical calculus of ideas immanent in nervous activity
-
W. S. McCulloch and W. Pitts, "A logical calculus of ideas immanent in nervous activity", Bull. Math. Biophys. 5 (1943) 115-133.
-
(1943)
Bull. Math. Biophys.
, vol.5
, pp. 115-133
-
-
McCulloch, W.S.1
Pitts, W.2
-
41
-
-
0003046840
-
A theory and methodology for inductive learning
-
eds. R. S. Michalski, J. G. Carbonell and T. M. Mitchell, Tioga
-
R. S. Michalski, "A theory and methodology for inductive learning", Machine Learning: An Artificial Intelligence Approach, eds. R. S. Michalski, J. G. Carbonell and T. M. Mitchell, Tioga, 1983, pp. 83-134.
-
(1983)
Machine Learning: An Artificial Intelligence Approach
, pp. 83-134
-
-
Michalski, R.S.1
-
43
-
-
0000531852
-
Generalization as search
-
T. Mitchell, "Generalization as search", Artif. Intell. 18 (1982) 203-226.
-
(1982)
Artif. Intell.
, vol.18
, pp. 203-226
-
-
Mitchell, T.1
-
44
-
-
0027205884
-
A scaled conjugate gradient algorithm for fast supervised learning
-
M. F. Möller, "A scaled conjugate gradient algorithm for fast supervised learning", Neural Networks 6 (1993) 525-533.
-
(1993)
Neural Networks
, vol.6
, pp. 525-533
-
-
Möller, M.F.1
-
49
-
-
0001473437
-
On estimation of a probability density function and mode
-
E. Parzen, "On estimation of a probability density function and mode", Ann. Math. Stat. 33 (1962) 1065-1076.
-
(1962)
Ann. Math. Stat.
, vol.33
, pp. 1065-1076
-
-
Parzen, E.1
-
50
-
-
33744584654
-
Induction of decision trees
-
J. R. Quinlan, "Induction of decision trees", Mach. Learn. 1 (1986) 86-106.
-
(1986)
Mach. Learn.
, vol.1
, pp. 86-106
-
-
Quinlan, J.R.1
-
51
-
-
0001286553
-
Probabilistic decision trees
-
J. R. Quinlan, "Probabilistic decision trees", Mach. Learn. 3 (1990) 140-152.
-
(1990)
Mach. Learn.
, vol.3
, pp. 140-152
-
-
Quinlan, J.R.1
-
54
-
-
0000696616
-
Neural networks and related methods for classification
-
B. D. Ripley, "Neural networks and related methods for classification", J. R. Stat. Soc. B56 (1994) 409-456.
-
(1994)
J. R. Stat. Soc.
, vol.B56
, pp. 409-456
-
-
Ripley, B.D.1
-
55
-
-
1442267080
-
Learning decision lists
-
R. Rivest , "Learning decision lists", Mach. Learn. 2 (1987) 229-246.
-
(1987)
Mach. Learn.
, vol.2
, pp. 229-246
-
-
Rivest, R.1
-
56
-
-
11144273669
-
The perceptron: A probabilistic model for information storage and organisation of the brain
-
F. Rosenblatt, "The perceptron: a probabilistic model for information storage and organisation of the brain", Psychol. Rev. 65 (1958) 386-407.
-
(1958)
Psychol. Rev.
, vol.65
, pp. 386-407
-
-
Rosenblatt, F.1
-
57
-
-
0000646059
-
Learning internal representations by error propagation
-
Chap. 8, MIT Press, Cambridge
-
D. E. Rumelhart, G. E. Hinton and R. J. Williams, "Learning internal representations by error propagation", Parallel Distributed Processing, Vol. 1, Chap. 8, MIT Press, Cambridge, 1986, pp. 318-362.
-
(1986)
Parallel Distributed Processing
, vol.1
, pp. 318-362
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
58
-
-
84957084058
-
A constraint-based induction algorithm in FOL
-
Morgan Kaufmann, July
-
M. Sebag, "A constraint-based induction algorithm in FOL", Proc. Int. Conf. Machine Learning, Morgan Kaufmann, July 1994.
-
(1994)
Proc. Int. Conf. Machine Learning
-
-
Sebag, M.1
-
59
-
-
0005365017
-
Delaying the choice of bias: A disjunctive version space approach
-
Morgan Kaufman, July
-
M. Sebag, "Delaying the choice of bias: a disjunctive version space approach", Proc. Int. Conf. Machine Learning, Morgan Kaufman, July 1996.
-
(1996)
Proc. Int. Conf. Machine Learning
-
-
Sebag, M.1
-
60
-
-
0000383868
-
Parallel networks that learn to pronounce English text
-
T. Sejnowski and C. Rosenberg, "Parallel networks that learn to pronounce English text", Complex Syst. 1 (1987) 145-168.
-
(1987)
Complex Syst.
, vol.1
, pp. 145-168
-
-
Sejnowski, T.1
Rosenberg, C.2
-
62
-
-
0026119038
-
Symbolic and neural net learning algorithms: An artificial comparison
-
W. Shavlik, R. Mooney and G. Towell, "Symbolic and neural net learning algorithms: an artificial comparison", Mach. Learn. 6 (1991) 11-143.
-
(1991)
Mach. Learn.
, vol.6
, pp. 11-143
-
-
Shavlik, W.1
Mooney, R.2
Towell, G.3
-
64
-
-
0010930398
-
-
Technical Report, Institute for Social Research, University of Michigan, Ann Arbor
-
J. A. Sonquist and J. N. Morgan, "The detection of interaction effects", Technical Report, Institute for Social Research, University of Michigan, Ann Arbor, 1963.
-
(1963)
The Detection of Interaction Effects
-
-
Sonquist, J.A.1
Morgan, J.N.2
-
65
-
-
0016082639
-
Bibliography on estimation of misclassification
-
G. T. Toussaint, "Bibliography on estimation of misclassification", IEEE Trans. Inform. Theor. 20 (1974) 472-479.
-
(1974)
IEEE Trans. Inform. Theor.
, vol.20
, pp. 472-479
-
-
Toussaint, G.T.1
-
66
-
-
77952642202
-
Incremental induction of decision trees
-
P. E. Utgoff, "Incremental induction of decision trees", Mach. Learn. 4 (1989) 161-186.
-
(1989)
Mach. Learn.
, vol.4
, pp. 161-186
-
-
Utgoff, P.E.1
-
67
-
-
0028292832
-
Minimisation methods for training feedforward neural networks
-
P. P. Van der Smagt, "Minimisation methods for training feedforward neural networks", Neural Networks 7 (1994) 1-11.
-
(1994)
Neural Networks
, vol.7
, pp. 1-11
-
-
Van Der Smagt, P.P.1
-
68
-
-
0001024505
-
On the uniform convergence of relative frequencies of events to their probabilities
-
V. N. Vapnik and Y. A. Chervonenkis, "On the uniform convergence of relative frequencies of events to their probabilities", Theor. Probability Appl. 16 (1971) 264-280.
-
(1971)
Theor. Probability Appl.
, vol.16
, pp. 264-280
-
-
Vapnik, V.N.1
Chervonenkis, Y.A.2
-
70
-
-
0042157820
-
Inductive learning of relational productions
-
eds. D. A. Watterman and F. Hayes-Roth, Academic Press, New York
-
S. A. Vere, "Inductive learning of relational productions", Pattern-Directed Inference Systems, eds. D. A. Watterman and F. Hayes-Roth, Academic Press, New York, 1978, pp. 281-296.
-
(1978)
Pattern-Directed Inference Systems
, pp. 281-296
-
-
Vere, S.A.1
-
71
-
-
0022858293
-
An algorithm for finding nearest neighbors in (approximately) constant average time
-
E. R. Vidal Ruiz, "An algorithm for finding nearest neighbors in (approximately) constant average time", Patt. Recogn. Lett. 4 (1986) 145-157.
-
(1986)
Patt. Recogn. Lett.
, vol.4
, pp. 145-157
-
-
Vidal Ruiz, E.R.1
-
73
-
-
0002278965
-
Adaptative switching circuits
-
New York
-
B. Widrow and M. E. Hoff, "Adaptative switching circuits", IRE WESCON Convention Record, Part 4, New York, 1960, pp. 96-104.
-
(1960)
IRE WESCON Convention Record
, Issue.4 PART
, pp. 96-104
-
-
Widrow, B.1
Hoff, M.E.2
-
74
-
-
0015361129
-
Asymptotic properties of nearest neighbor rules using edited data
-
D. Wilson, "Asymptotic properties of nearest neighbor rules using edited data", IEEE Trans. Syst. Man Cybern. 2 (1972) 408-421.
-
(1972)
IEEE Trans. Syst. Man Cybern.
, vol.2
, pp. 408-421
-
-
Wilson, D.1
-
75
-
-
0000027741
-
Learning structural descriptions from examples
-
ed. P. H. Winston, Mc Graw Hill, New York
-
P. H. Winston, "Learning structural descriptions from examples", The Psychology of Computer Vision, ed. P. H. Winston, Mc Graw Hill, New York, 1975, pp. 157-209.
-
(1975)
The Psychology of Computer Vision
, pp. 157-209
-
-
Winston, P.H.1
|