-
1
-
-
0000501656
-
Information theory and an extension of the maximum likelihood principle
-
Petrov B., and Cáski F. (Eds). Akaemiai Kaidó, Budapest
-
Akaike H. Information theory and an extension of the maximum likelihood principle. In: Petrov B., and Cáski F. (Eds). Second International Symposium on Information Theory. Akaemiai Kaidó, Budapest (1973) 267-281
-
(1973)
Second International Symposium on Information Theory
, pp. 267-281
-
-
Akaike, H.1
-
2
-
-
0013446086
-
Randomly fallible teachers. Learning monotone DNF with an incomplete membership oracle
-
Angluin D., and Slonim D. Randomly fallible teachers. Learning monotone DNF with an incomplete membership oracle. Mach. Learn. 14 (1991) 7-26
-
(1991)
Mach. Learn.
, vol.14
, pp. 7-26
-
-
Angluin, D.1
Slonim, D.2
-
3
-
-
0025494269
-
Concept learning and heuristic classification in weak-theory domains
-
Bareiss R., Porter B., and Holte R. Concept learning and heuristic classification in weak-theory domains. Artif. Intell. J. 45 (1990) 229-264
-
(1990)
Artif. Intell. J.
, vol.45
, pp. 229-264
-
-
Bareiss, R.1
Porter, B.2
Holte, R.3
-
5
-
-
0013384955
-
Multiple predictive analysis: a management tool
-
Beeston G.R., and Dale M.B. Multiple predictive analysis: a management tool. Proc. Ecol. Soc. Austr. 9 (1975) 172-181
-
(1975)
Proc. Ecol. Soc. Austr.
, vol.9
, pp. 172-181
-
-
Beeston, G.R.1
Dale, M.B.2
-
6
-
-
0011691180
-
Learning two-tiered descriptions of flexible concepts: the POSEIDON system
-
Bergadano F., Matwin S., Michalski R.S., and Zhang J. Learning two-tiered descriptions of flexible concepts: the POSEIDON system. Mach. Learn. 8 (1992) 5-43
-
(1992)
Mach. Learn.
, vol.8
, pp. 5-43
-
-
Bergadano, F.1
Matwin, S.2
Michalski, R.S.3
Zhang, J.4
-
7
-
-
0028062299
-
Weakly learning DNF and characterizing statistical query learning using Fourier analysis
-
ACM Press, New York, NY
-
Blum A., Furst M., Jackson J., Kearns M., Mansour Y., and Rudich S. Weakly learning DNF and characterizing statistical query learning using Fourier analysis. Proceedings of the 26th ACM Symposium on the Theory of Computing (1994), ACM Press, New York, NY
-
(1994)
Proceedings of the 26th ACM Symposium on the Theory of Computing
-
-
Blum, A.1
Furst, M.2
Jackson, J.3
Kearns, M.4
Mansour, Y.5
Rudich, S.6
-
9
-
-
0037985262
-
Mangrove distribution and mosquito control: transport of Avicennia marina (Forsk.) propagules by mosquito-control runnels in southeast Queensland saltmarshes
-
Breitfuss M.J., Connolly R.M., and Dale P.E.R. Mangrove distribution and mosquito control: transport of Avicennia marina (Forsk.) propagules by mosquito-control runnels in southeast Queensland saltmarshes. Estuar. Coast. Shelf Sci. 56 3/4 (2003) 573-579
-
(2003)
Estuar. Coast. Shelf Sci.
, vol.56
, Issue.3-4
, pp. 573-579
-
-
Breitfuss, M.J.1
Connolly, R.M.2
Dale, P.E.R.3
-
11
-
-
34247131521
-
Influence of saltmarsh habitat modification for mosquito control on shore crab populations in Southeast Queensland
-
Chapman H.F., Breitfuss M.J., Dale P.E.R., and Thomas P. Influence of saltmarsh habitat modification for mosquito control on shore crab populations in Southeast Queensland. Wetlands Austr. 22 (2004) 1-10
-
(2004)
Wetlands Austr.
, vol.22
, pp. 1-10
-
-
Chapman, H.F.1
Breitfuss, M.J.2
Dale, P.E.R.3
Thomas, P.4
-
13
-
-
7444243998
-
Ensembling MML causal discovery
-
Sydney, Australia
-
Dai H.-H., Li G., and Zhou Z.-H. Ensembling MML causal discovery. Proceedings of the Eighth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'04), Lecture Notes in Artificial Intelligence, 3056. Sydney, Australia (2004) 260-271
-
(2004)
Proceedings of the Eighth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'04), Lecture Notes in Artificial Intelligence, 3056
, pp. 260-271
-
-
Dai, H.-H.1
Li, G.2
Zhou, Z.-H.3
-
14
-
-
0036061451
-
Optimal classification to describe environmental change: pictures from the exposition
-
Dale P.E.R., and Dale M.B. Optimal classification to describe environmental change: pictures from the exposition. Commun. Ecol. 3 (2002) 19-29
-
(2002)
Commun. Ecol.
, vol.3
, pp. 19-29
-
-
Dale, P.E.R.1
Dale, M.B.2
-
15
-
-
10944271707
-
Sources of uncertainty in ecological modelling
-
Dale M.B., and Dale P.E.R. Sources of uncertainty in ecological modelling. Commun. Ecol. 5 (2004) 203-226
-
(2004)
Commun. Ecol.
, vol.5
, pp. 203-226
-
-
Dale, M.B.1
Dale, P.E.R.2
-
16
-
-
10944270927
-
Sequential learning employing unfamiliar teacher hypothesis (SLEUTH) with concurrent estimation of both parameters and teacher characteristics
-
Dasarathy B.V., and Lakshminarasimhan A.L. Sequential learning employing unfamiliar teacher hypothesis (SLEUTH) with concurrent estimation of both parameters and teacher characteristics. Int. J. Comput. Inform. Sci. 5 (1976) 1-7
-
(1976)
Int. J. Comput. Inform. Sci.
, vol.5
, pp. 1-7
-
-
Dasarathy, B.V.1
Lakshminarasimhan, A.L.2
-
17
-
-
0037442548
-
Use of genetic algorithms to select input variables in decision tree models for the prediction of benthic invertebrates
-
D'heygere T., Goethals P.L.M., and De Pauw N. Use of genetic algorithms to select input variables in decision tree models for the prediction of benthic invertebrates. Ecol. Modell. 160 (2003) 291-300
-
(2003)
Ecol. Modell.
, vol.160
, pp. 291-300
-
-
D'heygere, T.1
Goethals, P.L.M.2
De Pauw, N.3
-
18
-
-
0000406788
-
Solving multiclass learning problems via error-correcting output codes
-
Dietterich T.G., and Bakiri G. Solving multiclass learning problems via error-correcting output codes. J. Artif. Intell. Res. 2 (1995) 263-286
-
(1995)
J. Artif. Intell. Res.
, vol.2
, pp. 263-286
-
-
Dietterich, T.G.1
Bakiri, G.2
-
19
-
-
34247158000
-
The syntactic inference problem for D0L sequences.
-
Goos G., and Hartmannis J. (Eds), Springer Verlag, New York
-
Doucet P.G. The syntactic inference problem for D0L sequences. In: Goos G., and Hartmannis J. (Eds). L-systems: Lecture Notes in Computer Science 15 (1974), Springer Verlag, New York 146-161
-
(1974)
L-systems: Lecture Notes in Computer Science 15
, pp. 146-161
-
-
Doucet, P.G.1
-
20
-
-
0035401781
-
On the computational complexity of optimal multisplitting
-
Elomaa T., and Rousu J. On the computational complexity of optimal multisplitting. Fundam. Inform. 47 (2001) 35-52
-
(2001)
Fundam. Inform.
, vol.47
, pp. 35-52
-
-
Elomaa, T.1
Rousu, J.2
-
21
-
-
0001790815
-
Knowledge discovery in data-bases: an overview
-
Piatetsky-Shapiro G., and Frawley W. (Eds), MIT Press, Cambridge, MA
-
Frawley W.J., Piatetsky-Shapiro G., and Matheus C.J. Knowledge discovery in data-bases: an overview. In: Piatetsky-Shapiro G., and Frawley W. (Eds). Knowledge Discovery in Databases (1991), MIT Press, Cambridge, MA 1-27
-
(1991)
Knowledge Discovery in Databases
, pp. 1-27
-
-
Frawley, W.J.1
Piatetsky-Shapiro, G.2
Matheus, C.J.3
-
22
-
-
0033207925
-
On rule interestingness measures
-
Freitas A. On rule interestingness measures. Knowl.-based Syst. J. 12 (1999) 309-315
-
(1999)
Knowl.-based Syst. J.
, vol.12
, pp. 309-315
-
-
Freitas, A.1
-
23
-
-
0030362553
-
Lazy decision trees
-
Shroke H., and Senator T. (Eds), (AAAI-96) AAAI Press, CA
-
Friedman J.H., Kohavi R., and Yeogirl Y. Lazy decision trees. In: Shroke H., and Senator T. (Eds). Proceedings of the 13th National Conf. Artificial Intelligence and 8th Conference Innovative Applications in Artificial Intelligence. (1996), (AAAI-96) AAAI Press, CA 717-724
-
(1996)
Proceedings of the 13th National Conf. Artificial Intelligence and 8th Conference Innovative Applications in Artificial Intelligence.
, pp. 717-724
-
-
Friedman, J.H.1
Kohavi, R.2
Yeogirl, Y.3
-
24
-
-
0036818286
-
Contextualizing concepts using a mathematical generalization of the quantum formalism
-
Gabora L., and Aerts D. Contextualizing concepts using a mathematical generalization of the quantum formalism. J. Exp. Theor. Artif. Intell. 14 (2002) 327-358
-
(2002)
J. Exp. Theor. Artif. Intell.
, vol.14
, pp. 327-358
-
-
Gabora, L.1
Aerts, D.2
-
25
-
-
49949150022
-
Language identification in the limit
-
Gold E.M. Language identification in the limit. Inform. Control 10 (1967) 447-474
-
(1967)
Inform. Control
, vol.10
, pp. 447-474
-
-
Gold, E.M.1
-
27
-
-
0001101463
-
Indicator species analysis: a divisive polythetic method of classification and its application to a survey of native pinewoods in Scotland
-
Hill M.O., Bunce R.G.H., and Shaw M.W. Indicator species analysis: a divisive polythetic method of classification and its application to a survey of native pinewoods in Scotland. J. Ecol. 63 (1975) 597-613
-
(1975)
J. Ecol.
, vol.63
, pp. 597-613
-
-
Hill, M.O.1
Bunce, R.G.H.2
Shaw, M.W.3
-
28
-
-
0027580356
-
Very simple classification rules perform well on most commonly used datasets
-
Holte R.S. Very simple classification rules perform well on most commonly used datasets. Mach. Learn. 11 (1993) 63-91
-
(1993)
Mach. Learn.
, vol.11
, pp. 63-91
-
-
Holte, R.S.1
-
29
-
-
0027640858
-
Learning in the presence of malicious errors
-
Kearns M., and Li M. Learning in the presence of malicious errors. SIAM J. Comput. 22 (1993) 807-837
-
(1993)
SIAM J. Comput.
, vol.22
, pp. 807-837
-
-
Kearns, M.1
Li, M.2
-
30
-
-
0028460231
-
Efficient distribution free learning of probabilistic concepts
-
Kearns M., and Schapire R. Efficient distribution free learning of probabilistic concepts. J. Comput. Syst. Sci. 48 (1993) 464-497
-
(1993)
J. Comput. Syst. Sci.
, vol.48
, pp. 464-497
-
-
Kearns, M.1
Schapire, R.2
-
32
-
-
0034610207
-
Identifying brown bear habitat by a combined GIS and machine learning method
-
Kobler A., and Adamic M. Identifying brown bear habitat by a combined GIS and machine learning method. Ecol. Modell. 135 (2000) 291-300
-
(2000)
Ecol. Modell.
, vol.135
, pp. 291-300
-
-
Kobler, A.1
Adamic, M.2
-
33
-
-
34247165301
-
-
Kong, E.B., Dietterich, T.G., 1995. Why error-correcting output coding works with decision trees. Tech. Rep., Dept. Computer Science, Oregon State University, Curvallis, OR.
-
-
-
-
35
-
-
3242791702
-
Decision support through subgroup discovery: three case studies and the lessons learned
-
Lavrac N., Cestnik B., Gamberger D., and Flach P.A. Decision support through subgroup discovery: three case studies and the lessons learned. Mach. Learn. 57 (2004) 115-143
-
(2004)
Mach. Learn.
, vol.57
, pp. 115-143
-
-
Lavrac, N.1
Cestnik, B.2
Gamberger, D.3
Flach, P.A.4
-
36
-
-
0021466634
-
Foundations of a functional approach to knowledge representation
-
Levesque H.J. Foundations of a functional approach to knowledge representation. Artif. Intell. 23 (1984) 155-212
-
(1984)
Artif. Intell.
, vol.23
, pp. 155-212
-
-
Levesque, H.J.1
-
37
-
-
0006893121
-
Adding continuous components to L-systems
-
Goos G., and Hartmannis J. (Eds), Springer Verlag, New York
-
Lindenmayer A. Adding continuous components to L-systems. In: Goos G., and Hartmannis J. (Eds). L-systems: Lecture Notes in Computer Science 15 (1974), Springer Verlag, New York 52-68
-
(1974)
L-systems: Lecture Notes in Computer Science 15
, pp. 52-68
-
-
Lindenmayer, A.1
-
39
-
-
15744387802
-
Decision trees work better than feed-forward back-prop neural nets for a specific class of problems
-
Liu X.-M., Bowyer K.W., and Hall L.O. Decision trees work better than feed-forward back-prop neural nets for a specific class of problems. IEEE SMC 6 (2004) 5969-5974
-
(2004)
IEEE SMC
, vol.6
, pp. 5969-5974
-
-
Liu, X.-M.1
Bowyer, K.W.2
Hall, L.O.3
-
40
-
-
0019059036
-
Classification in well-defined and ill-defined categories: evidence for common processing strategies
-
Martin R.C., and Caramazza A. Classification in well-defined and ill-defined categories: evidence for common processing strategies. J. Exp. Psychol. Genet. 109 (1980) 320-353
-
(1980)
J. Exp. Psychol. Genet.
, vol.109
, pp. 320-353
-
-
Martin, R.C.1
Caramazza, A.2
-
41
-
-
28444480130
-
Learning to predict channel stability using biogeomorphic features
-
Moret S.L., Langford W.T., and Margineantu D.D. Learning to predict channel stability using biogeomorphic features. Ecol. Modell. 191 (2006) 47-57
-
(2006)
Ecol. Modell.
, vol.191
, pp. 47-57
-
-
Moret, S.L.1
Langford, W.T.2
Margineantu, D.D.3
-
42
-
-
85140468046
-
ID2-of-3: constructive induction of M-of-N concepts for discriminators in decision trees
-
Morgan Kaufmann, San Mateo, CA
-
Murphy P.M., and Pazzani M.J. ID2-of-3: constructive induction of M-of-N concepts for discriminators in decision trees. Proceedings of the Eighth International Workshop Machine Learning (1991), Morgan Kaufmann, San Mateo, CA 183-187
-
(1991)
Proceedings of the Eighth International Workshop Machine Learning
, pp. 183-187
-
-
Murphy, P.M.1
Pazzani, M.J.2
-
43
-
-
0002431740
-
Automatic construction of decision trees from data: a multi-disciplinary survey
-
Murthy S.K. Automatic construction of decision trees from data: a multi-disciplinary survey. Data Min. Know. Discov. 2 (1998) 345-389
-
(1998)
Data Min. Know. Discov.
, vol.2
, pp. 345-389
-
-
Murthy, S.K.1
-
44
-
-
22944487827
-
Message length as an effective Ockham's Razor in decision tree induction
-
Key West, FL, USA, January 2001
-
Needham S.L., and Dowe D.L. Message length as an effective Ockham's Razor in decision tree induction. Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics (AI+STATS 2001). Key West, FL, USA, January 2001 (2001) 253-260
-
(2001)
Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics (AI+STATS 2001)
, pp. 253-260
-
-
Needham, S.L.1
Dowe, D.L.2
-
45
-
-
34247113969
-
-
Neil, J., Korb, K.B., 1996. The MML evolution of classification graphs. Tech. Rep. 96/252. Dept. Computer Sci., Monash University, 20 pp.
-
-
-
-
46
-
-
0034714122
-
Analysis of oxygen rate time series in a strongly polluted lagoon using a regression tree method
-
Nerini D., Durbec J.P., and Mante C. Analysis of oxygen rate time series in a strongly polluted lagoon using a regression tree method. Ecol. Modell. 133 (2000) 95-105
-
(2000)
Ecol. Modell.
, vol.133
, pp. 95-105
-
-
Nerini, D.1
Durbec, J.P.2
Mante, C.3
-
47
-
-
34247138118
-
-
Oliver, J.J., 1993. Decision graphs-an extension to decision trees. Tech. Rep. TR-173. Dept. Computer Science, Monash University, Clayton, Victoria 3068, Australia.
-
-
-
-
50
-
-
0030373629
-
Averaging over decision trees
-
Oliver J.J., and Hand D.J. Averaging over decision trees. J. Classif. 13 (1996) 281-297
-
(1996)
J. Classif.
, vol.13
, pp. 281-297
-
-
Oliver, J.J.1
Hand, D.J.2
-
51
-
-
0019526601
-
On the adequacy of prototype theory as a theory of concepts
-
Osherson D.N., and Smith E.E. On the adequacy of prototype theory as a theory of concepts. Cognition 9 (1981) 35-58
-
(1981)
Cognition
, vol.9
, pp. 35-58
-
-
Osherson, D.N.1
Smith, E.E.2
-
54
-
-
0029252098
-
Learning fallible deterministic finite automata
-
Ron D., and Rubinfeld R. Learning fallible deterministic finite automata. Mach. Learn. 18 (1995) 149-185
-
(1995)
Mach. Learn.
, vol.18
, pp. 149-185
-
-
Ron, D.1
Rubinfeld, R.2
-
55
-
-
0001259758
-
Overfitting avoidance as bias
-
Schaffer C. Overfitting avoidance as bias. Mach. Learn. 10 (1993) 153-178
-
(1993)
Mach. Learn.
, vol.10
, pp. 153-178
-
-
Schaffer, C.1
-
56
-
-
0025448521
-
The strength of weak learnability
-
Schapire R.E. The strength of weak learnability. Mach. Learn. 5 (1990) 197-227
-
(1990)
Mach. Learn.
, vol.5
, pp. 197-227
-
-
Schapire, R.E.1
-
57
-
-
33646162643
-
Machine learning of poorly predictable ecological data
-
Shan Y., Paull D., and McKay R.I. Machine learning of poorly predictable ecological data. Ecol. Modell. 195 (2006) 129-138
-
(2006)
Ecol. Modell.
, vol.195
, pp. 129-138
-
-
Shan, Y.1
Paull, D.2
McKay, R.I.3
-
59
-
-
7444256160
-
MML inference of decision graphs with multi-way joins and dynamic attributes
-
Springer Verlag, Perth, Australia
-
Tan P.J., and Dowe D.L. MML inference of decision graphs with multi-way joins and dynamic attributes. Proceedings of the 16th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Artificial Intelligence 2903 (2003), Springer Verlag, Perth, Australia 269-281
-
(2003)
Proceedings of the 16th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Artificial Intelligence 2903
, pp. 269-281
-
-
Tan, P.J.1
Dowe, D.L.2
-
60
-
-
22944488897
-
MML inference of oblique decision trees
-
Springer Verlag, Berlin
-
Tan P.J., and Dowe D.L. MML inference of oblique decision trees. Proceeding of the 17th Australian Joint Conference on Artificial Intelligence (AI'04), Cairns, Qld., Australia. Lecture Notes in Artificial Intelligence 3339 (2004), Springer Verlag, Berlin 1082-1088
-
(2004)
Proceeding of the 17th Australian Joint Conference on Artificial Intelligence (AI'04), Cairns, Qld., Australia. Lecture Notes in Artificial Intelligence 3339
, pp. 1082-1088
-
-
Tan, P.J.1
Dowe, D.L.2
-
62
-
-
0021518106
-
A theory of the learnable
-
Valiant L.G. A theory of the learnable. Commun. ACM 27 (1984) 1134-1142
-
(1984)
Commun. ACM
, vol.27
, pp. 1134-1142
-
-
Valiant, L.G.1
-
63
-
-
72949118010
-
How to upgrade propositional learners to first order logic: a case study.
-
Paliouras G., Karkaletsis V., and Spyropoulos C. (Eds), Springer Verlag, Berlin Heidelberg
-
Van Laer W., and De Raedt L. How to upgrade propositional learners to first order logic: a case study. In: Paliouras G., Karkaletsis V., and Spyropoulos C. (Eds). ACAI'99, Lecture Notes in Artificial Intelligence 2049 (2001), Springer Verlag, Berlin Heidelberg 102-126
-
(2001)
ACAI'99, Lecture Notes in Artificial Intelligence 2049
, pp. 102-126
-
-
Van Laer, W.1
De Raedt, L.2
-
65
-
-
34247143508
-
-
Wallace, C.S., Georgieff, M.P., 1983. A general objective for inductive inference. Tech. Rep. 32. Department Computer Science, Monash University.
-
-
-
-
68
-
-
0030126609
-
Learning in the presence of concept drift and hidden contexts
-
Widmer G., and Kubat M. Learning in the presence of concept drift and hidden contexts. Mach. Learn. 23 (1996) 69-101
-
(1996)
Mach. Learn.
, vol.23
, pp. 69-101
-
-
Widmer, G.1
Kubat, M.2
-
69
-
-
0026692226
-
Stacked generalization
-
Wolpert D.H. Stacked generalization. Neur. Netw. 5 (1992) 241-260
-
(1992)
Neur. Netw.
, vol.5
, pp. 241-260
-
-
Wolpert, D.H.1
-
70
-
-
0015018988
-
Structural and behavioural equivalences of tessellation automata
-
Yamada H., and Amaroso S. Structural and behavioural equivalences of tessellation automata. Inform. Control 18 (1971) 1-31
-
(1971)
Inform. Control
, vol.18
, pp. 1-31
-
-
Yamada, H.1
Amaroso, S.2
-
71
-
-
22144487373
-
Modelling the productivity of naturalised pasture in the North Island, New Zealand: a decision tree approach.
-
Zhang B., Valentine I., and Kemp P. Modelling the productivity of naturalised pasture in the North Island, New Zealand: a decision tree approach. Ecol. Modell. 186 (2005) 299-311
-
(2005)
Ecol. Modell.
, vol.186
, pp. 299-311
-
-
Zhang, B.1
Valentine, I.2
Kemp, P.3
|