-
1
-
-
0342671849
-
An experimental evaluation of coevolutive concept learning
-
J. Shavlik (Ed.), Morgan Kaufmann
-
Anglano, C., Giordana, A., Lo Bello, G., & Saitta, L. (1998). An experimental evaluation of coevolutive concept learning. In J. Shavlik (Ed.), Proc. of the 15th ICML (pp. 19-27). Morgan Kaufmann.
-
(1998)
Proc. of the 15th ICML
, pp. 19-27
-
-
Anglano, C.1
Giordana, A.2
Lo Bello, G.3
Saitta, L.4
-
2
-
-
0032069371
-
Top-down induction of first order logical decision trees
-
Blockeel, H. & De Raedt, L. (1998). Top-down induction of first order logical decision trees. Artificial Intelligence, 101(1-2), 285-297.
-
(1998)
Artificial Intelligence
, vol.101
, Issue.1-2
, pp. 285-297
-
-
Blockeel, H.1
De Raedt, L.2
-
3
-
-
0030125127
-
On the relative expressiveness of description logics and predicate logics
-
Borgida, A. (1996). On the relative expressiveness of description logics and predicate logics. Artificial Intelligence, 82, 353-367.
-
(1996)
Artificial Intelligence
, vol.82
, pp. 353-367
-
-
Borgida, A.1
-
4
-
-
0004297647
-
FONN: Combining first order logic with connectionist learning
-
D. Fisher (Ed.), Morgan Kaufmann
-
Botta, M., Giordana, A., & Piola, R. (1997). FONN: Combining first order logic with connectionist learning. In D. Fisher (Ed.), Proc. of ICML-97 (pp. 48-56). Morgan Kaufmann.
-
(1997)
Proc. of ICML-97
, pp. 48-56
-
-
Botta, M.1
Giordana, A.2
Piola, R.3
-
5
-
-
0031628510
-
Algorithms for prepositional KB approximation
-
AAAI Press
-
Boufkhad, Y. (1998). Algorithms for prepositional KB approximation. Proc. of AAAI-98 (pp. 280-285). AAAI Press.
-
(1998)
Proc. of AAAI-98
, pp. 280-285
-
-
Boufkhad, Y.1
-
7
-
-
0003802343
-
-
Belmont California: Wadsworth
-
Breiman, L., Friedman, J. H., Olshen, R. A., & Stone, C. J. (1984). Classification and Regression by tree. Belmont California: Wadsworth.
-
(1984)
Classification and Regression by Tree
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
8
-
-
0001804231
-
Semantical and computational aspects of Horn approximations
-
Morgan Kaufmann
-
Cadoli, M. (1993). Semantical and computational aspects of Horn approximations. Proc. of IJCAI-93 (pp. 39-44). Morgan Kaufmann.
-
(1993)
Proc. of IJCAI-93
, pp. 39-44
-
-
Cadoli, M.1
-
10
-
-
0031645259
-
A non-deterministic semantics for tractable inference
-
AAAI Press
-
Crawford, J. M. & Etherington, D. W. (1998). A non-deterministic semantics for tractable inference. Proc. of AAAI-98 (pp. 286-291). AAAI Press.
-
(1998)
Proc. of AAAI-98
, pp. 286-291
-
-
Crawford, J.M.1
Etherington, D.W.2
-
11
-
-
0343106137
-
Toward a theory of access-limited logic for knowledge representation
-
Crawford, J. M. & Kuiper, B. (1989). Toward a theory of access-limited logic for knowledge representation. Proc. of KR-89 (pp. 67-78).
-
(1989)
Proc. of KR-89
, pp. 67-78
-
-
Crawford, J.M.1
Kuiper, B.2
-
12
-
-
84957878343
-
Part-of-speech tagging using Progol
-
N. Lavrac & Saso Dzeroski (Eds.), LNCS, Springer Verlag
-
Cussens, J. (1997). Part-of-speech tagging using Progol. In N. Lavrac & Saso Dzeroski (Eds.), Proc. of ILP-97 (pp. 93-108). LNCS, Vol. 1297, Springer Verlag.
-
(1997)
Proc. of ILP-97
, vol.1297
, pp. 93-108
-
-
Cussens, J.1
-
14
-
-
0028529173
-
First order jk-clausal theories are PAC-learnable
-
De Raedt, L. & Dzeroski, S. (1994). First order jk-clausal theories are PAC-learnable. Artificial Intelligence, 70, 375-392.
-
(1994)
Artificial Intelligence
, vol.70
, pp. 375-392
-
-
De Raedt, L.1
Dzeroski, S.2
-
15
-
-
84947940031
-
Θ-subsumption for structural matching
-
M. Van Someren & G. Widmer (Eds.), Springer Verlag
-
De Raedt, L., Idestam-Almquist, P., & Sablon, G. (1997). Θ-subsumption for structural matching. In M. Van Someren & G. Widmer (Eds.), Proc. of the 9th European Conference on Machine Learning (pp. 73-84). Springer Verlag.
-
(1997)
Proc. of the 9th European Conference on Machine Learning
, pp. 73-84
-
-
De Raedt, L.1
Idestam-Almquist, P.2
Sablon, G.3
-
16
-
-
0030649484
-
Solving the multiple-instance problem with axis-parallel rectangles
-
Dietterich, T. G., Lathrop, R., & Lozano-Perez, T. (1997). Solving the multiple-instance problem with axis-parallel rectangles. Artificial Intelligence, 89(1-2), 31-71.
-
(1997)
Artificial Intelligence
, vol.89
, Issue.1-2
, pp. 31-71
-
-
Dietterich, T.G.1
Lathrop, R.2
Lozano-Perez, T.3
-
17
-
-
0343977911
-
The application of ILP to finite element mesh design
-
S. Muggleton (Ed.), Springer Verlag
-
Dolsak, D. & Muggleton, S. (1991). The application of ILP to finite element mesh design. In S. Muggleton (Ed.), Proc. of the 1st ILP (pp. 453-472). Springer Verlag.
-
(1991)
Proc. of the 1st ILP
, pp. 453-472
-
-
Dolsak, D.1
Muggleton, S.2
-
18
-
-
0002479240
-
Relational instance based learning
-
L. Saitta (Ed.), Morgan Kaufmann
-
Emde, W. & Wettscherek, D. (1996). Relational instance based learning. In L. Saitta (Ed.), Proc. of the 13th ICML (pp. 122-130). Morgan Kaufmann.
-
(1996)
Proc. of the 13th ICML
, pp. 122-130
-
-
Emde, W.1
Wettscherek, D.2
-
19
-
-
84949781025
-
Locally finite, proper and complete operators for refining datalog programs
-
Z. W. Raz & M. Michalewicz (Eds.), Springer Verlag
-
Esposito, F., Laterza, A., Malerba, D., & Semeraro, G. (1996). Locally finite, proper and complete operators for refining datalog programs. In Z. W. Raz & M. Michalewicz (Eds.), Foundations of intelligent systems (pp. 468-478). Springer Verlag.
-
(1996)
Foundations of Intelligent Systems
, pp. 468-478
-
-
Esposito, F.1
Laterza, A.2
Malerba, D.3
Semeraro, G.4
-
20
-
-
0002596869
-
The art of artificial intelligence: Themes and case studies in knowledge engineering
-
Feigenbaum, E. (1977). The art of artificial intelligence: themes and case studies in knowledge engineering. Proc. of IJCAI'77 (pp. 1014-1029).
-
(1977)
Proc. of IJCAI'77
, pp. 1014-1029
-
-
Feigenbaum, E.1
-
21
-
-
0000662737
-
Search intensive concept induction
-
Giordana, A. & Neri, F. (1994) Search intensive concept induction. Evolutionary Computation, 3(4), 375-416.
-
(1994)
Evolutionary Computation
, vol.3
, Issue.4
, pp. 375-416
-
-
Giordana, A.1
Neri, F.2
-
22
-
-
2542480519
-
An experimental study of phase transitions in matching
-
Morgan Kaufmann
-
Giordana, A., Botta, M., & Saitta, L. (1999). An experimental study of phase transitions in matching. In Proc. of IJCA'99 (pp. 1199-1203). Morgan Kaufmann.
-
(1999)
Proc. of IJCA'99
, pp. 1199-1203
-
-
Giordana, A.1
Botta, M.2
Saitta, L.3
-
23
-
-
0024082469
-
Quantifying inductive bias: AIlearning algorithms and Valiant's learning framework
-
Haussler, D. (1988). Quantifying inductive bias: AIlearning algorithms and Valiant's learning framework. Artificial Intelligence, 36, 177-221.
-
(1988)
Artificial Intelligence
, vol.36
, pp. 177-221
-
-
Haussler, D.1
-
25
-
-
84957044441
-
NP-completeness of the set unification and matching problems
-
Springer Verlag
-
Kapur, D. & Narendran, P. (1986). NP-completeness of the set unification and matching problems. Proc. of 8th Conference on Automated Deduction (Vol. 230, pp. 489-495). Springer Verlag.
-
(1986)
Proc. of 8th Conference on Automated Deduction
, vol.230
, pp. 489-495
-
-
Kapur, D.1
Narendran, P.2
-
26
-
-
0342671806
-
-
Ph.D. Thesis, Institut Josef Stefan, Ljubljana, Slovenia
-
Karalic, A. (1995). First order regression. Ph.D. Thesis, Institut Josef Stefan, Ljubljana, Slovenia.
-
(1995)
First Order Regression
-
-
Karalic, A.1
-
27
-
-
0031224128
-
Learning to reason
-
Khardon, R. & Roth, D. (1997). Learning to reason. Jal of the ACM, 44(5), 697-725.
-
(1997)
Jal of the ACM
, vol.44
, Issue.5
, pp. 697-725
-
-
Khardon, R.1
Roth, D.2
-
28
-
-
0000183134
-
Relating chemical activity to structure: An examination of ILP successes
-
King, R. D., Srinivasan, A., & Sternberg, M. J. E. (1995). Relating chemical activity to structure: an examination of ILP successes. New Gen. Comput., 13, 411-433.
-
(1995)
New Gen. Comput.
, vol.13
, pp. 411-433
-
-
King, R.D.1
Srinivasan, A.2
Sternberg, M.J.E.3
-
29
-
-
0029373303
-
Approximate inference of functional dependencies from relations
-
Kivinen, J. & Mannila, H. (1995). Approximate inference of functional dependencies from relations. Theoretical Computer Science, 149, 129-149.
-
(1995)
Theoretical Computer Science
, vol.149
, pp. 129-149
-
-
Kivinen, J.1
Mannila, H.2
-
30
-
-
0004265684
-
Improving the generalization step in learning
-
R. S. Michalski, J. G. Carbonell, & T. M. Mitchell (Eds.), Morgan Kaufmann
-
Kodratoff, Y. & Ganascia, J.-G. (1986). Improving the generalization step in learning. In R. S. Michalski, J. G. Carbonell, & T. M. Mitchell (Eds.), Machine learning: an artificial intelligence approach (Vol. 2, pp. 215-244). Morgan Kaufmann.
-
(1986)
Machine Learning: An Artificial Intelligence Approach
, vol.2
, pp. 215-244
-
-
Kodratoff, Y.1
Ganascia, J.-G.2
-
31
-
-
33747419508
-
Automatic parameter selection by minimizing estimated error
-
A. Prieditis, & S. Russell (Eds.), Morgan Kaufmann
-
Kohavi, R. & John, G. H. (1995). Automatic parameter selection by minimizing estimated error. In A. Prieditis, & S. Russell (Eds.), Proc. of the 12th ICML (pp. 304-312). Morgan Kaufmann.
-
(1995)
Proc. of the 12th ICML
, pp. 304-312
-
-
Kohavi, R.1
John, G.H.2
-
33
-
-
0011785695
-
An approach to dimensionality reduction in learning from deductive databases
-
L. de Raedt (Ed.), Katholieke Universiteit Leuven
-
Lavrac, N., Gamberger, D., & Dzeroski, S. (1995). An approach to dimensionality reduction in learning from deductive databases. In L. de Raedt (Ed.), Proc. of Inductive Logic Programming-95 (pp. 337-354). Katholieke Universiteit Leuven.
-
(1995)
Proc. of Inductive Logic Programming-95
, pp. 337-354
-
-
Lavrac, N.1
Gamberger, D.2
Dzeroski, S.3
-
35
-
-
0013157568
-
Programming in an integrated functional and logic language
-
March 1999
-
Lloyd, J. W. (1999). Programming in an integrated functional and logic language. Journal of Functional and Logic Programming, March 1999.
-
(1999)
Journal of Functional and Logic Programming
-
-
Lloyd, J.W.1
-
36
-
-
0002204969
-
Knowledge compilation using prime implicants
-
Morgan Kaufmann
-
Marquis, P. (1995). Knowledge compilation using prime implicants. Proc. of IJCAI-95 (pp. 837-843). Morgan Kaufmann.
-
(1995)
Proc. of IJCAI-95
, pp. 837-843
-
-
Marquis, P.1
-
37
-
-
0003046840
-
A theory and methodology of inductive learning
-
R. S. Michalski, J. G. Carbonell. & T. M. Mitchell (Eds.), Morgan Kaufmann
-
Michalski, R. S. (1983). A theory and methodology of inductive learning. In R. S. Michalski, J. G. Carbonell. & T. M. Mitchell (Eds.), Machine learning: an artificial intelligence approach (Vol. 1, pp. 83-134). Morgan Kaufmann.
-
(1983)
Machine Learning: An Artificial Intelligence Approach
, vol.1
, pp. 83-134
-
-
Michalski, R.S.1
-
38
-
-
0000531852
-
Generalization as search
-
Mitchell, T. M. (1982). Generalization as search. Artificial Intelligence, 18, 203-226.
-
(1982)
Artificial Intelligence
, vol.18
, pp. 203-226
-
-
Mitchell, T.M.1
-
40
-
-
0027002161
-
Hard and easy distributions of SAT problems
-
AAAI Press
-
Mitchell, D., Selman, B., & Levesque, H. (1992). Hard and easy distributions of SAT problems. Proc. of AAAI-92 (pp. 459-465). AAAI Press.
-
(1992)
Proc. of AAAI-92
, pp. 459-465
-
-
Mitchell, D.1
Selman, B.2
Levesque, H.3
-
41
-
-
77951503082
-
Inverse entailment and PROGOL
-
Muggleton, S. (1995). Inverse entailment and PROGOL. New Gen. Comput., 13, 245-286.
-
(1995)
New Gen. Comput.
, vol.13
, pp. 245-286
-
-
Muggleton, S.1
-
42
-
-
0028429573
-
Inductive logic programming: Theory and methods
-
Muggleton, S. & De Raedt, L. (1994). Inductive logic programming: Theory and methods. Journal of Logic Programming, 19, 629-679.
-
(1994)
Journal of Logic Programming
, vol.19
, pp. 629-679
-
-
Muggleton, S.1
De Raedt, L.2
-
43
-
-
0005500957
-
Declarative bias in ILP
-
L. de Raedt (Ed.), IDS Press
-
Nédellec, C., Rouveirol, C., Adé, H., Bergadano, F., & Tausend, B. (1996). Declarative bias in ILP. In L. de Raedt (Ed.), Advances in ILP (pp. 82-103). IDS Press.
-
(1996)
Advances in ILP
, pp. 82-103
-
-
Nédellec, C.1
Rouveirol, C.2
Adé, H.3
Bergadano, F.4
Tausend, B.5
-
44
-
-
33747398544
-
Learning DNF via probabilistic evidence combination
-
P. Utgoff (Ed.), Morgan Kaufmann
-
Norton, S. W. & Hirsh, H. (1993). Learning DNF via probabilistic evidence combination. In P. Utgoff (Ed.), Proc. of the 10th ICML (pp. 220-227). Morgan Kaufmann.
-
(1993)
Proc. of the 10th ICML
, pp. 220-227
-
-
Norton, S.W.1
Hirsh, H.2
-
45
-
-
0003536194
-
A decidable first-order logic for knowledge representation
-
Patel-Schneider, P. F. (1990). A decidable first-order logic for knowledge representation. Journal of Automated Reasoning, 6, 361-388.
-
(1990)
Journal of Automated Reasoning
, vol.6
, pp. 361-388
-
-
Patel-Schneider, P.F.1
-
46
-
-
8844261754
-
The role of prior knowledge in inductive learning
-
Pazzani, M. & Kibler, D. (1992). The role of prior knowledge in inductive learning. Machine Learning, 9, 54-97.
-
(1992)
Machine Learning
, vol.9
, pp. 54-97
-
-
Pazzani, M.1
Kibler, D.2
-
47
-
-
0001602577
-
A note on inductive generalization
-
Edinburgh University Press
-
Plotkin, G. (1970). A note on inductive generalization. Machine intelligence (Vol. 5, pp. 153-163). Edinburgh University Press.
-
(1970)
Machine Intelligence
, vol.5
, pp. 153-163
-
-
Plotkin, G.1
-
48
-
-
0001172265
-
Learning logical definition from relations
-
Quinlan, J. R. (1990). Learning logical definition from relations. Machine Learning, 5, 239-266.
-
(1990)
Machine Learning
, vol.5
, pp. 239-266
-
-
Quinlan, J.R.1
-
49
-
-
0002399445
-
Foundations of assumption-based truth maintenance systems: Preliminary report
-
AAAI Press
-
Reiter, R. & De Kleer, J. (1987). Foundations of assumption-based truth maintenance systems: preliminary report. Proc. of AAAI-87 (pp. 183-188). AAAI Press.
-
(1987)
Proc. of AAAI-87
, pp. 183-188
-
-
Reiter, R.1
De Kleer, J.2
-
50
-
-
0018015137
-
Modelling by shortest data description
-
Rissanen, J. (1978). Modelling by shortest data description. Automatica, 14, 465-471.
-
(1978)
Automatica
, vol.14
, pp. 465-471
-
-
Rissanen, J.1
-
51
-
-
84934555448
-
Flattening and saturation: Two representation changes for generalisation
-
Rouveirol, C. (1994). Flattening and saturation: Two representation changes for generalisation. Machine Learning, 14, 219-232.
-
(1994)
Machine Learning
, vol.14
, pp. 219-232
-
-
Rouveirol, C.1
-
53
-
-
85027406986
-
Using constraints to building version spaces
-
L. De Raedt & F. Bergadano (Eds.), Springer Verlag
-
Sebag, M. (1994). Using constraints to building version spaces. In L. De Raedt & F. Bergadano (Eds.), Proc. of ECML-94, European conference on machine learning (pp. 257-271). Springer Verlag.
-
(1994)
Proc. of ECML-94, European Conference on Machine Learning
, pp. 257-271
-
-
Sebag, M.1
-
54
-
-
0343977904
-
2nd order understandability of disjunctive version spaces
-
Report LRI, Université Paris-Sud
-
Sebag, M. (1995). 2nd order understandability of disjunctive version spaces. In Workshop on machine learning and comprehensibility, IJCAI-95. Report LRI, Université Paris-Sud, http://www.lri.fr/ cn/wshp-ijcai.
-
(1995)
Workshop on Machine Learning and Comprehensibility, IJCAI-95
-
-
Sebag, M.1
-
55
-
-
0005365017
-
Delaying the choice of bias: A disjunctive version space approach
-
L. Saitta (Ed.), Morgan Kaufmann
-
Sebag, M. (1996). Delaying the choice of bias: A disjunctive version space approach. In L. Saitta (Ed.), Proc. of the 13th ICML (pp. 444-452). Morgan Kaufmann.
-
(1996)
Proc. of the 13th ICML
, pp. 444-452
-
-
Sebag, M.1
-
56
-
-
0005441648
-
Tractable induction and classification in FOL
-
Morgan Kaufmann
-
Sebag, M. & Rouveirol, C. (1997). Tractable induction and classification in FOL. Proc. of IJCAI-97 (pp. 888-892). Morgan Kaufmann.
-
(1997)
Proc. of IJCAI-97
, pp. 888-892
-
-
Sebag, M.1
Rouveirol, C.2
-
57
-
-
0030102186
-
Knowledge compilation and theory approximation
-
Selman, B. & Kautz, H. (1996). Knowledge compilation and theory approximation. Jal of the ACM, 43(2), 193-224.
-
(1996)
Jal of the ACM
, vol.43
, Issue.2
, pp. 193-224
-
-
Selman, B.1
Kautz, H.2
-
60
-
-
0010268518
-
Incremental non-backtracking focusing: A polynomially bounded generalization algorithm for version space
-
Morgan Kaufmann
-
Smith, B. D. & Rosembloom, P. S. (1990). Incremental non-backtracking focusing: A polynomially bounded generalization algorithm for version space. Proc. of AAAI-90 (pp. 848-853). Morgan Kaufmann.
-
(1990)
Proc. of AAAI-90
, pp. 848-853
-
-
Smith, B.D.1
Rosembloom, P.S.2
-
61
-
-
0041656711
-
Comparing the use of background knowledge by two ILP systems
-
L. de Raedt (Ed.), Katholieke Universiteit Leuven
-
Srinivasan, A. & Muggleton, S. (1995). Comparing the use of background knowledge by two ILP systems. In L. de Raedt (Ed.), Proc. of Inductive Logic Programming-95. Katholieke Universiteit Leuven.
-
(1995)
Proc. of Inductive Logic Programming-95
-
-
Srinivasan, A.1
Muggleton, S.2
-
62
-
-
0030212927
-
Theories for mutagenicity: A study in first order and feature-based induction
-
Srinivasan, A., Muggleton, S. H., Sternberg, M. J. E., & King, R. D. (1996). Theories for mutagenicity: a study in first order and feature-based induction. Artificial Intelligence, 85, 277-299.
-
(1996)
Artificial Intelligence
, vol.85
, pp. 277-299
-
-
Srinivasan, A.1
Muggleton, S.H.2
Sternberg, M.J.E.3
King, R.D.4
-
63
-
-
84880685154
-
The predictive toxicology evaluation challenge
-
Morgan Kaufmann
-
Srinivasan, A. (1997). The predictive toxicology evaluation challenge. Proc. of IJCAI-97 (pp. 4-8). Morgan Kaufmann.
-
(1997)
Proc. of IJCAI-97
, pp. 4-8
-
-
Srinivasan, A.1
-
64
-
-
0030230721
-
Using any-time algorithms in intelligent systems
-
Zilberstein, S. (1996). Using any-time algorithms in intelligent systems. AI Magazine, 17(3), 73-83.
-
(1996)
AI Magazine
, vol.17
, Issue.3
, pp. 73-83
-
-
Zilberstein, S.1
-
65
-
-
0008632799
-
Representation changes for efficient learning in structural domains
-
L. Saitta (Ed.), Morgan Kaufmann
-
Zucker, J.-D. & Ganascia, J.-G. (1996). Representation changes for efficient learning in structural domains. In L. Saitta (Ed.), Proc. of the 13th ICML (pp. 543-551). Morgan Kaufmann.
-
(1996)
Proc. of the 13th ICML
, pp. 543-551
-
-
Zucker, J.-D.1
Ganascia, J.-G.2
|