-
1
-
-
0000128393
-
On the logic of theory change: Partial meet contraction and revision functions
-
C.E. Alchourrón, P. Gärdenfors, D. Makinson, On the logic of theory change: Partial meet contraction and revision functions, J. Symbolic Logic 50 (1985) 510-530.
-
(1985)
J. Symbolic Logic
, vol.50
, pp. 510-530
-
-
Alchourrón, C.E.1
Gärdenfors, P.2
Makinson, D.3
-
2
-
-
0342525733
-
Symbolic revision of theories with M-of-N rules
-
Chambéry, France
-
P.T. Baffes, R.J. Mooney, Symbolic revision of theories with M-of-N rules, in: Proceedings IJCAI-93, Chambéry, France, 1993.
-
(1993)
Proceedings IJCAI-93
-
-
Baffes, P.T.1
Mooney, R.J.2
-
3
-
-
0024750852
-
Learnability and the Vapnik-Chervonenkis dimension
-
A. Blumer, A. Ehrenfeucht, D. Haussler, M. Warmuth, Learnability and the Vapnik-Chervonenkis dimension, J. ACM 36 (4) (1989) 929-965.
-
(1989)
J. ACM
, vol.36
, Issue.4
, pp. 929-965
-
-
Blumer, A.1
Ehrenfeucht, A.2
Haussler, D.3
Warmuth, M.4
-
4
-
-
0004219960
-
-
Academic Press, New York
-
B. Bollobás, Random Graphs, Academic Press, New York, 1985.
-
(1985)
Random Graphs
-
-
Bollobás, B.1
-
5
-
-
0002448034
-
Hierarchical knowledge bases and efficient disjunctive reasoning
-
Toronto, Ont.
-
A. Borgida, D. Etherington, Hierarchical knowledge bases and efficient disjunctive reasoning, in: Proceedings KR-89, Toronto, Ont., 1989, pp. 33-43.
-
(1989)
Proceedings KR-89
, pp. 33-43
-
-
Borgida, A.1
Etherington, D.2
-
6
-
-
0001961654
-
Polynomial-time inference of all valid implications for Horn and related formulae
-
E. Boros, Y. Crama, P.L. Hammer, Polynomial-time inference of all valid implications for Horn and related formulae, Ann. Math. Artificial Intelligence 1 (1990) 21-32.
-
(1990)
Ann. Math. Artificial Intelligence
, vol.1
, pp. 21-32
-
-
Boros, E.1
Crama, Y.2
Hammer, P.L.3
-
7
-
-
0001520394
-
Revision sequences and nested conditionals
-
Chambéry, France
-
C. Boutilier, Revision sequences and nested conditionals, in: Proceedings IJCAI-93, Chambéry, France, 1993, pp. 519-525.
-
(1993)
Proceedings IJCAI-93
, pp. 519-525
-
-
Boutilier, C.1
-
8
-
-
0003802343
-
-
Wadsworth and Brooks, Monterey, CA
-
L. Breiman, J. Friedman, J. Olshen, C. Stone, Classification and Regression Trees, Wadsworth and Brooks, Monterey, CA, 1984.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, J.3
Stone, C.4
-
9
-
-
0000182415
-
A measure of asymptotic efficiency for tests of a hypothesis based on the sums of observations
-
H. Chernoff, A measure of asymptotic efficiency for tests of a hypothesis based on the sums of observations, Ann. Math. Statist. 23 (1952) 493-507.
-
(1952)
Ann. Math. Statist.
, vol.23
, pp. 493-507
-
-
Chernoff, H.1
-
10
-
-
0000826543
-
Negation as failure
-
H. Gallaire, J. Minker (Eds.), Plenum Press, New York
-
K. Clark, Negation as failure, in: H. Gallaire, J. Minker (Eds.), Logic and Data Bases, Plenum Press, New York, 1978, pp. 293-322.
-
(1978)
Logic and Data Bases
, pp. 293-322
-
-
Clark, K.1
-
11
-
-
84935606364
-
Learning from textbook knowledge: A case study
-
Boston, MA
-
W.W. Cohen, Learning from textbook knowledge: A case study, in: Proceedings AAAI-90, Boston, MA, 1990.
-
(1990)
Proceedings AAAI-90
-
-
Cohen, W.W.1
-
12
-
-
0009392536
-
Abductive explanation-based learning: A solution to the multiple inconsistent explanation problems
-
W.W. Cohen, Abductive explanation-based learning: A solution to the multiple inconsistent explanation problems, Machine Learning 8 (2) (1992) 167-219.
-
(1992)
Machine Learning
, vol.8
, Issue.2
, pp. 167-219
-
-
Cohen, W.W.1
-
13
-
-
0000450110
-
PAC-learning recursive logic programs: Efficient algorithms
-
W.W. Cohen, PAC-learning recursive logic programs: Efficient algorithms, J. Artificial Intelligence Research 2 (1995) 500-539.
-
(1995)
J. Artificial Intelligence Research
, vol.2
, pp. 500-539
-
-
Cohen, W.W.1
-
14
-
-
0000450112
-
PAC-learning recursive logic programs: Negative results
-
W.W. Cohen, PAC-learning recursive logic programs: Negative results, J. Artificial Intelligence Research 2 (1995) 541-573.
-
(1995)
J. Artificial Intelligence Research
, vol.2
, pp. 541-573
-
-
Cohen, W.W.1
-
15
-
-
0029408886
-
PAC-learning non-recursive prolog clauses
-
W.W. Cohen, PAC-learning non-recursive prolog clauses, Artificial Intelligence 79 (1) (1996) 1-38.
-
(1996)
Artificial Intelligence
, vol.79
, Issue.1
, pp. 1-38
-
-
Cohen, W.W.1
-
16
-
-
0343830992
-
Automating the refinement of knowledge-based systems
-
L.C. Aiello (Ed.), Pitman, London
-
S. Craw, D. Sleeman, Automating the refinement of knowledge-based systems, in: L.C. Aiello (Ed.), Proceedings ECAI-90, Pitman, London, 1990.
-
(1990)
Proceedings ECAI-90
-
-
Craw, S.1
Sleeman, D.2
-
17
-
-
0026203474
-
Completeness in approximation classes
-
P. Crescenzi, A. Panconesi, Completeness in approximation classes, Inform. and Comput. 93 (2) (1991) 241-262.
-
(1991)
Inform. and Comput.
, vol.93
, Issue.2
, pp. 241-262
-
-
Crescenzi, P.1
Panconesi, A.2
-
18
-
-
85156265719
-
Investigations into a theory of knowledge base revision: Preliminary report
-
St. Paul, MN
-
M. Dalal, Investigations into a theory of knowledge base revision: Preliminary report, in: Proceedings AAAI-88, St. Paul, MN, 1988, pp. 475-479.
-
(1988)
Proceedings AAAI-88
, pp. 475-479
-
-
Dalal, M.1
-
20
-
-
0002401687
-
On the logic of iterated belief revision
-
A. Darwiche, J. Pearl, On the logic of iterated belief revision, in: Proceedings TARK-94, 1994, pp. 5-23.
-
(1994)
Proceedings TARK-94
, pp. 5-23
-
-
Darwiche, A.1
Pearl, J.2
-
21
-
-
0000079650
-
Structure identification in relational data
-
R. Dechter, J. Pearl, Structure identification in relational data, Artificial Intelligence 58 (1-3) (1992) 237-270.
-
(1992)
Artificial Intelligence
, vol.58
, Issue.1-3
, pp. 237-270
-
-
Dechter, R.1
Pearl, J.2
-
22
-
-
0026137239
-
Two theses of knowledge representation: Language restrictions, taxonomic classification, and the utility of representation services
-
J. Doyle, R. Patil, Two theses of knowledge representation: Language restrictions, taxonomic classification, and the utility of representation services, Artificial Intelligence 48 (3) (1991) 261-297.
-
(1991)
Artificial Intelligence
, vol.48
, Issue.3
, pp. 261-297
-
-
Doyle, J.1
Patil, R.2
-
23
-
-
0026972455
-
PAC-learnability of determinate logic programs
-
Pittsburgh, PA
-
S. Dzeroski, S. Muggleton, S. Russell, PAC-learnability of determinate logic programs, in: Proceedings 5th Workshop on Computational Learning Theory, Pittsburgh, PA, 1992.
-
(1992)
Proceedings 5th Workshop on Computational Learning Theory
-
-
Dzeroski, S.1
Muggleton, S.2
Russell, S.3
-
24
-
-
0024739191
-
A general lower bound on the number of examples needed for learning
-
A. Ehrenfeucht, D. Haussler, A general lower bound on the number of examples needed for learning, Inform. and Comput. 82 (3) (1989) 247-251.
-
(1989)
Inform. and Comput.
, vol.82
, Issue.3
, pp. 247-251
-
-
Ehrenfeucht, A.1
Haussler, D.2
-
25
-
-
0026940077
-
On the complexity of prepositional knowledge base revison, updates and counterfactuals
-
T. Eiter, G. Gottlob, On the complexity of prepositional knowledge base revison, updates and counterfactuals, Artificial Intelligence 57 (1992) 227-270.
-
(1992)
Artificial Intelligence
, vol.57
, pp. 227-270
-
-
Eiter, T.1
Gottlob, G.2
-
26
-
-
85027108143
-
Learning from entailment: An application to propositional horn sentences
-
Morgan Kaufmann
-
M. Frazier, L. Pitt, Learning from entailment: An application to propositional horn sentences, in: Proceedings IML-93, Morgan Kaufmann, 1993, pp. 120-27.
-
(1993)
Proceedings IML-93
, pp. 120-127
-
-
Frazier, M.1
Pitt, L.2
-
31
-
-
0032635970
-
The complexity of revising logic programs
-
to appear
-
R. Greiner, The complexity of revising logic programs, J. Logic Programming 1999 (to appear).
-
(1999)
J. Logic Programming
-
-
Greiner, R.1
-
32
-
-
0031380978
-
Knowing what doesn't matter: Exploiting the omission of irrelevant data
-
R. Greiner, A.J. Grove, A. Kogan, Knowing what doesn't matter: Exploiting the omission of irrelevant data, Artificial Intelligence 97 (1997) 345-380.
-
(1997)
Artificial Intelligence
, vol.97
, pp. 345-380
-
-
Greiner, R.1
Grove, A.J.2
Kogan, A.3
-
33
-
-
0342983934
-
Learning useful Horn approximations
-
B. Nebel, C. Rich, W. Swartout (Eds.), Morgan Kaufmann, San Mateo, CA
-
R. Greiner, D. Schuurmans, Learning useful Horn approximations, in: B. Nebel, C. Rich, W. Swartout (Eds.), Proceedings KR-92, Morgan Kaufmann, San Mateo, CA, 1992.
-
(1992)
Proceedings KR-92
-
-
Greiner, R.1
Schuurmans, D.2
-
34
-
-
0028596866
-
Incremental recompilation of knowledge
-
Seatle, WA
-
G. Gogic, C.H. Papadimitriou, M. Sideri, Incremental recompilation of knowledge, in: Proceedings AAAI-94, Seatle, WA, 1994, pp. 922-927.
-
(1994)
Proceedings AAAI-94
, pp. 922-927
-
-
Gogic, G.1
Papadimitriou, C.H.2
Sideri, M.3
-
35
-
-
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, Artificial Intelligence 36 (1988) 177-221.
-
(1988)
Artificial Intelligence
, vol.36
, pp. 177-221
-
-
Haussler, D.1
-
37
-
-
0003846041
-
A tutorial on learning with bayesian networks
-
Microsoft Research
-
D.E. Heckerman, A tutorial on learning with bayesian networks, Technical Report MSR-TR-95-06, Microsoft Research, 1995.
-
(1995)
Technical Report MSR-TR-95-06
-
-
Heckerman, D.E.1
-
38
-
-
0024732792
-
Connectionist learning procedures
-
G. Hinton, Connectionist learning procedures, Artificial Intelligence 40 (1-3) (1989) 185-234.
-
(1989)
Artificial Intelligence
, vol.40
, Issue.1-3
, pp. 185-234
-
-
Hinton, G.1
-
40
-
-
0002498396
-
On the difference between updating a knowledge base and revising it
-
Boston, MA
-
H. Katsuno, A. Mendelzon, On the difference between updating a knowledge base and revising it, in: Proceedings KR-91, Boston, MA, 1991, pp. 387-394.
-
(1991)
Proceedings KR-91
, pp. 387-394
-
-
Katsuno, H.1
Mendelzon, A.2
-
41
-
-
0027706952
-
Reasoning with characteristic models
-
Washington, DC
-
H. Kautz, M. Kearns, B. Selman, Reasoning with characteristic models, in: Proceedings AAAI-93, Washington, DC, 1993, pp. 34-39.
-
(1993)
Proceedings AAAI-93
, pp. 34-39
-
-
Kautz, H.1
Kearns, M.2
Selman, B.3
-
44
-
-
0026965935
-
Toward efficient agnostic leaning
-
Pittsburgh, PA
-
M.J. Kearns, R.E. Schapire, L.M. Sellie, Toward efficient agnostic leaning, in: Proceedings Fifth ACM Workshop on Computational Learning Theory, Pittsburgh, PA, 1992, pp. 341-352.
-
(1992)
Proceedings Fifth ACM Workshop on Computational Learning Theory
, pp. 341-352
-
-
Kearns, M.J.1
Schapire, R.E.2
Sellie, L.M.3
-
45
-
-
0028583046
-
Learning to reason
-
Seatle, WA
-
R. Khardon, D. Roth, Learning to reason, in: Proceedings AAAI-94, Seatle, WA, 1994, pp. 682-687.
-
(1994)
Proceedings AAAI-94
, pp. 682-687
-
-
Khardon, R.1
Roth, D.2
-
46
-
-
0028585010
-
Reasoning with models
-
Seatle, WA
-
R. Khardon, D. Roth, Reasoning with models, in: Proceedings AAAI-94, Seatle, WA, 1994, pp. 1148-1153.
-
(1994)
Proceedings AAAI-94
, pp. 1148-1153
-
-
Khardon, R.1
Roth, D.2
-
47
-
-
0009447340
-
Theory revision in fault hierarchies
-
New Paltz, NY
-
P. Langley, G. Drastal, R.B. Rao, R. Greiner, Theory revision in fault hierarchies, in: Proceedings 5th International Workshop on Principles of Diagnosis (dX-94), New Paltz, NY, 1994.
-
(1994)
Proceedings 5th International Workshop on Principles of Diagnosis (DX-94)
-
-
Langley, P.1
Drastal, G.2
Rao, R.B.3
Greiner, R.4
-
48
-
-
0021466634
-
Foundations of a functional approach to knowledge representation
-
H.J. Levesque, Foundations of a functional approach to knowledge representation, Artificial Intelligence 23 (1984) 155-212.
-
(1984)
Artificial Intelligence
, vol.23
, pp. 155-212
-
-
Levesque, H.J.1
-
49
-
-
44949286081
-
Some results on the computational complexity of refining certainty factors
-
C.X.F. Ling, M. Valtorta, Some results on the computational complexity of refining certainty factors, Internat. J. Approx. Reason. 5 (1991) 121-148.
-
(1991)
Internat. J. Approx. Reason.
, vol.5
, pp. 121-148
-
-
Ling, C.X.F.1
Valtorta, M.2
-
53
-
-
0008242869
-
A preliminary PAC analysis of theory revision
-
T. Petsche, S. Hanson (Eds.), MIT Press, Cambridge, MA
-
R. Mooney, A preliminary PAC analysis of theory revision, in: T. Petsche, S. Hanson (Eds.), 3rd Annual Workshop on Computational Learning Theory and Natural Learning Systems (cLnl-92), MIT Press, Cambridge, MA, 1994.
-
(1994)
3rd Annual Workshop on Computational Learning Theory and Natural Learning Systems (CLNL-92)
-
-
Mooney, R.1
-
55
-
-
84957053329
-
Machine invention of first order predicates by inverting resolution
-
Morgan Kaufmann, San Mateo, CA
-
S. Muggleton, W. Buntine, Machine invention of first order predicates by inverting resolution, in: Proceedings IML-88, Morgan Kaufmann, San Mateo, CA, 1988, pp. 339-351.
-
(1988)
Proceedings IML-88
, pp. 339-351
-
-
Muggleton, S.1
Buntine, W.2
-
56
-
-
0028407918
-
Theory refinement combining analytical and empirical methods
-
D. Ourston, R.J. Mooney, Theory refinement combining analytical and empirical methods, Artificial Intelligence 66 (2) (1994) 273-310.
-
(1994)
Artificial Intelligence
, vol.66
, Issue.2
, pp. 273-310
-
-
Ourston, D.1
Mooney, R.J.2
-
59
-
-
0001172265
-
Learning logical definitions from relations
-
J.R. Quinlan, Learning logical definitions from relations, Machine Learning 5 (3) (1990) 239-266.
-
(1990)
Machine Learning
, vol.5
, Issue.3
, pp. 239-266
-
-
Quinlan, J.R.1
-
61
-
-
85032879551
-
Optimizing existential datalog queries
-
Austin, TX
-
R. Ramakrishman, C. Beeri, R. Krishnamurthy, Optimizing existential datalog queries, in: Proceedings 7th Symposium on Principles of Database Systems, Austin, TX, 1988, pp. 89-102.
-
(1988)
Proceedings 7th Symposium on Principles of Database Systems
, pp. 89-102
-
-
Ramakrishman, R.1
Beeri, C.2
Krishnamurthy, R.3
-
62
-
-
85026919405
-
Knowledge compilation using Horn approximations
-
Anaheim, CA
-
B. Selman, H. Kautz, Knowledge compilation using Horn approximations, in: Proceedings AAAI-91, Anaheim, CA, 1991, pp. 904-909.
-
(1991)
Proceedings AAAI-91
, pp. 904-909
-
-
Selman, B.1
Kautz, H.2
-
64
-
-
0004086726
-
-
Ph.D. Thesis, University of Wisconsin, Madison, WI
-
G. Towell, Symbolic Knowledge and Neural Networks: Insertion, Refinement and Extraction, Ph.D. Thesis, University of Wisconsin, Madison, WI, 1991.
-
(1991)
Symbolic Knowledge and Neural Networks: Insertion, Refinement and Extraction
-
-
Towell, G.1
-
66
-
-
0028523529
-
The refinement of probabilistic rule sets: Sociopathic interactions
-
D.C. Wilkins, Y. Ma, The refinement of probabilistic rule sets: Sociopathic interactions, Artificial Intelligence 70 (1994) 1-32.
-
(1994)
Artificial Intelligence
, vol.70
, pp. 1-32
-
-
Wilkins, D.C.1
Ma, Y.2
-
67
-
-
0009451773
-
A methodology for evaluating theory revision systems: Results with Audrey II
-
Chambéry, France
-
J. Wogulis, M.J. Pazzani, A methodology for evaluating theory revision systems: Results with Audrey II, in: Proceedings IJCAI-93, Chambéry, France, 1993, pp. 1128-1134.
-
(1993)
Proceedings IJCAI-93
, pp. 1128-1134
-
-
Wogulis, J.1
Pazzani, M.J.2
|