-
1
-
-
85037797577
-
The relation between abductive hypotheses and inductive hypotheses
-
30)
-
30
-
-
Abe, A.1
-
4
-
-
0012489789
-
Acyclic programs
-
Jerusalem
-
Apt, K. R., and Bezem, M., "Acyclic Programs," in Proc. of the 7th International Conference on Logic Programming, pp. 579-597, Jerusalem, 1990.
-
(1990)
Proc. of the 7th International Conference on Logic Programming
, pp. 579-597
-
-
Apt, K.R.1
Bezem, M.2
-
5
-
-
0343874234
-
Non-monotonic learning
-
Michie, J. E. H., and Tyugu, E., ed., Oxford University Press
-
Bain, M., and Muggleton, S., "Non-monotonic Learning," Michie, J. E. H., and Tyugu, E., ed., Machine Intelligence, 12, Oxford University Press, 1991.
-
(1991)
Machine Intelligence
, vol.12
-
-
Bain, M.1
Muggleton, S.2
-
6
-
-
22944436230
-
Inductive database design
-
Springer-Verlag
-
Blockeel, H., and De Raedt, L., "Inductive Database Design," in Proc. of the 10th International Symposium on Methodologies for Intelligent Systems, 1079 of Lecture Notes in Artificial Intelligence, pp. 376-385, Springer-Verlag, 1996.
-
(1996)
Proc. of the 10th International Symposium on Methodologies for Intelligent Systems, 1079 of Lecture Notes in Artificial Intelligence
, pp. 376-385
-
-
Blockeel, H.1
De Raedt, L.2
-
7
-
-
0003408496
-
-
Keogh, E., Blake, C., and Merz, C. J., "UCI Repository of Machine Learning Databases," 1998.
-
(1998)
UCI Repository of Machine Learning Databases
-
-
Keogh, E.1
Blake, C.2
Merz, C.J.3
-
8
-
-
0001929348
-
ASSISTANT 86: A knowledge elicitation tool for sophisticated users
-
Bratko, I., and Lavrač, N., eds., Sigma Press, Wilmslow, UK
-
Cestnik, B., Knononenko, I., and Bratko, I., "ASSISTANT 86: A Knowledge Elicitation Tool for Sophisticated Users," Bratko, I., and Lavrač, N., eds., Progress in Machine Learning, pp. 31-45, Sigma Press, Wilmslow, UK, 1987.
-
(1987)
Progress in Machine Learning
, pp. 31-45
-
-
Cestnik, B.1
Knononenko, I.2
Bratko, I.3
-
9
-
-
34249966007
-
The CN2 induction algorithm
-
Clark, P., and Boswell, R., "The CN2 Induction Algorithm," Machine Learning, 3, 4, pp. 261-283, 1989.
-
(1989)
Machine Learning
, vol.3
, Issue.4
, pp. 261-283
-
-
Clark, P.1
Boswell, R.2
-
10
-
-
0009392536
-
Abductive explanation-based learning: A solution to the multiple inconsistent explanation problem
-
Cohen, W. W., "Abductive Explanation-based Learning: A Solution to the Multiple Inconsistent Explanation Problem," Machine Learning, 8, pp. 167-219, 1992.
-
(1992)
Machine Learning
, vol.8
, pp. 167-219
-
-
Cohen, W.W.1
-
11
-
-
0027706860
-
Pac-learning a restricted class of recursive logic programs
-
Washington, D.C.
-
Cohen, W. W., "Pac-learning a Restricted Class of Recursive Logic Programs," in Proc. of the 11th National Conference on Artificial Intelligence, pp. 86-92, Washington, D.C., 1993.
-
(1993)
Proc. of the 11th National Conference on Artificial Intelligence
, pp. 86-92
-
-
Cohen, W.W.1
-
13
-
-
0026818122
-
Belief updating from integrity constraints and queries
-
De Raedt, L., and Bruynooghe, M., "Belief Updating from Integrity Constraints and Queries," Artificial Intelligence, 53, pp. 291-307, 1992.
-
(1992)
Artificial Intelligence
, vol.53
, pp. 291-307
-
-
De Raedt, L.1
Bruynooghe, M.2
-
15
-
-
0343874233
-
-
Technical report, Katholieke Universiteit Leuven
-
De Raedt, L., and Dehaspe, L., "Learning from Satisfiability," Technical report, Katholieke Universiteit Leuven, 1996.
-
(1996)
Learning from Satisfiability
-
-
De Raedt, L.1
Dehaspe, L.2
-
16
-
-
0028529173
-
First order jk-clausal theories are PAC-learnable
-
De Raedt, L., and Džeroski, S., "First Order jk-clausal Theories Are PAC-learnable" Artificial Intelligence, 70, pp. 375-392, 1994.
-
(1994)
Artificial Intelligence
, vol.70
, pp. 375-392
-
-
De Raedt, L.1
Džeroski, S.2
-
17
-
-
0040699227
-
Multiple predicate learning
-
Muggleton, S., ed., J. Stefan Institute
-
De Raedt, L., Lavrač, N., and Džeroski, S., "Multiple Predicate Learning," in Muggleton, S., ed., Proc. of the 3rd International Workshop on Inductive Logic Programming, pp. 221-240. J. Stefan Institute, 1993.
-
(1993)
Proc. of the 3rd International Workshop on Inductive Logic Programming
, pp. 221-240
-
-
De Raedt, L.1
Lavrač, N.2
Džeroski, S.3
-
19
-
-
0011773128
-
SLDNFA: An abductive procedure for normal abductive programs
-
Apt, K. R., ed.
-
Denecker, M., and Schreye, D. D., "SLDNFA: an Abductive Procedure for Normal Abductive Programs," in Apt, K. R., ed., in Proc. of the International Joint Conference and Symposium on Logic Programming, pp. 686-700, 1992.
-
(1992)
Proc. of the International Joint Conference and Symposium on Logic Programming
, pp. 686-700
-
-
Denecker, M.1
Schreye, D.D.2
-
20
-
-
84880658927
-
Integrating explanatory and descriptive learning in ILP
-
Dimopoulos, Y., Džeroski, S., and Kakas, A. C., "Integrating Explanatory and Descriptive Learning in ILP," in Proc. of the 15th International Joint Conference on Artificial Intelligence, 1997.
-
(1997)
Proc. of the 15th International Joint Conference on Artificial Intelligence
-
-
Dimopoulos, Y.1
Džeroski, S.2
Kakas, A.C.3
-
24
-
-
0342864587
-
Handling noise in inductive logic programming
-
Muggleton, S., ed., Report ICOT TM-1182
-
Džeroski, S., and Bratko, I., "Handling Noise in Inductive Logic Programming," Muggleton, S., ed., Proc. of the 2nd International Workshop on Inductive Logic Programming, Report ICOT TM-1182, 1992.
-
(1992)
Proc. of the 2nd International Workshop on Inductive Logic Programming
-
-
Džeroski, S.1
Bratko, I.2
-
30
-
-
33847314735
-
Abductive and inductive reasoning
-
Kluwer
-
Flach, P. A., and Kakas, A. C., eds., "Abductive and Inductive Reasoning," Pure and Applied Logic, Kluwer, 1998.
-
(1998)
Pure and Applied Logic
-
-
Flach, P.A.1
Kakas, A.C.2
-
31
-
-
77952006077
-
Inductive logic program synthesis with dialogs
-
Muggleton, S., ed., Springer-Verlag
-
Flener, P., "Inductive Logic Program Synthesis with Dialogs," in Muggleton, S., ed., Inductive Logic Programming: Selected Papers from the 6th International Workshop, pp. 175-198. Springer-Verlag, 1997.
-
(1997)
Inductive Logic Programming: Selected Papers from the 6th International Workshop
, pp. 175-198
-
-
Flener, P.1
-
32
-
-
0343002890
-
Generalized stable model semantics, truth maintenance and conflict resolution
-
Jerusalem, MIT Press
-
Giordano, L., and Martelli, A., "Generalized Stable Model Semantics, Truth Maintenance and Conflict Resolution", in Proc. of the 7th International Conf. on Logic Programming, pp. 427-411, Jerusalem, 1990. MIT Press.
-
(1990)
Proc. of the 7th International Conf. on Logic Programming
, pp. 427-1411
-
-
Giordano, L.1
Martelli, A.2
-
34
-
-
0028419785
-
Hypothetical reasoning in logic programs
-
Inoue, K., "Hypothetical Reasoning in Logic Programs," Journal of Logic Programming, 18, pp. 191-227, 1994.
-
(1994)
Journal of Logic Programming
, vol.18
, pp. 191-227
-
-
Inoue, K.1
-
35
-
-
51749106754
-
Learning abductive and nonmonotonic logic programsg
-
Flach, P. A., and Kakas, A, C., eds., Kluwer
-
Inoue, K., and Haneda, H., "Learning Abductive and Nonmonotonic Logic Programsg," in Flach, P. A., and Kakas, A, C., eds., Abductive and Inductive Reasoning, Pure and Applied Logic. Kluwer, 1999.
-
(1999)
Abductive and Inductive Reasoning, Pure and Applied Logic
-
-
Inoue, K.1
Haneda, H.2
-
36
-
-
0039923143
-
On the equivalence between disjunctive and abductive logic programs
-
Inoue, K., and Sakama, C., "On the Equivalence between Disjunctive and Abductive Logic Programs," in Proc. of ICLP94, pp. 489-503, 1994.
-
(1994)
Proc. of ICLP94
, pp. 489-503
-
-
Inoue, K.1
Sakama, C.2
-
37
-
-
0006494646
-
Abductive framework for nonmonotonic theory change
-
Inoue, K., and Sakama, C., "Abductive Framework for Nonmonotonic Theory Change," in Proc. of the 14th International Joint Conference on Artificial Intelligence, pp. 204-210, 1995.
-
(1995)
Proc. of the 14th International Joint Conference on Artificial Intelligence
, pp. 204-210
-
-
Inoue, K.1
Sakama, C.2
-
38
-
-
0342568493
-
Top-down induction of logic programs from incomplete samples
-
Muggleton, S., ed., Stockholm University, Royal Institute of Technology
-
Inuzuka,N., Kamo, M., Ishii, N., Seki, H., and Itoh, H., "Top-down Induction of Logic Programs from Incomplete Samples," in Muggleton, S., ed., Proc. of the 6th International Workshop on Inductive Logic Programming, pp. 119-136. Stockholm University, Royal Institute of Technology, 1996.
-
(1996)
Proc. of the 6th International Workshop on Inductive Logic Programming
, pp. 119-136
-
-
Inuzuka, N.1
Kamo, M.2
Ishii, N.3
Seki, H.4
Itoh, H.5
-
39
-
-
0342295039
-
Architecture for iterative learning of recursive definitions
-
De Raedt, L., ed., IOS Press
-
Jorge, A., and Brazdil, P., "Architecture for Iterative Learning of Recursive Definitions," in De Raedt, L., ed., Advances in Inductive Logic Programming, pp. 206-218. IOS Press, 1996.
-
(1996)
Advances in Inductive Logic Programming
, pp. 206-218
-
-
Jorge, A.1
Brazdil, P.2
-
40
-
-
77957187070
-
Abductive logic programming
-
Kakas, A. C., Kowalski, R. A., and Toni, F., "Abductive Logic Programming," Journal of Logic and Computation, 2, pp. 719-770, 1993.
-
(1993)
Journal of Logic and Computation
, vol.2
, pp. 719-770
-
-
Kakas, A.C.1
Kowalski, R.A.2
Toni, F.3
-
41
-
-
0000699514
-
The role of abduction in logic programming
-
Gabbay, D., Hogger, C., and Robinson, J., eds., Oxford University Press
-
Kakas, A. C., Kowalski, R. A., and Toni, F., "The Role of Abduction in Logic Programming," in Gabbay, D., Hogger, C., and Robinson, J., eds., Handbook of Logic in AI and Logic Programming, 5, pp 233-306. Oxford University Press, 1997.
-
(1997)
Handbook of Logic in AI and Logic Programming
, vol.5
, pp. 233-306
-
-
Kakas, A.C.1
Kowalski, R.A.2
Toni, F.3
-
42
-
-
0002855993
-
Database updates through abduction
-
Davis, R. S., McLeod, D., and Schek, H., eds., Morgan Kaufmann
-
Kakas, A. C., and Mancarella, P., "Database Updates through Abduction," in Davis, R. S., McLeod, D., and Schek, H., eds., Proc. of the 16th International Conference on Very Large Databases, VLDB-90, pp. 650-661. Morgan Kaufmann, 1990.
-
(1990)
Proc. of the 16th International Conference on Very Large Databases, VLDB-90
, pp. 650-661
-
-
Kakas, A.C.1
Mancarella, P.2
-
48
-
-
0347646225
-
Repeat learning using predicate invention
-
Khan, K., Muggleton, S., and Parson, R., "Repeat Learning Using Predicate Invention," in Proc. of the 8th International Workshop on Inductive Logic Programming, 1998.
-
(1998)
Proc. of the 8th International Workshop on Inductive Logic Programming
-
-
Khan, K.1
Muggleton, S.2
Parson, R.3
-
49
-
-
0026961103
-
Discrimination-based constructive induction of logic programs
-
Morgan Kaufmann
-
Kijsirikul, B., Numao, M., and Shimura, M., "Discrimination-based Constructive Induction of Logic Programs," in Proc. of the 10th National Conference on Artificial Intelligence, Morgan Kaufmann, 1992.
-
(1992)
Proc. of the 10th National Conference on Artificial Intelligence
-
-
Kijsirikul, B.1
Numao, M.2
Shimura, M.3
-
50
-
-
0033133141
-
Integrating induction and abduction in logic programming
-
Wang, P. P., ed.
-
Lamma, E., Mello, P., Milano, M., and Riguzzi, F., "Integrating Induction and Abduction in Logic Programming," Wang, P. P., ed., Proc. of the Third Joint Conference on Information Sciences, 2, pp 203-206, 1997.
-
(1997)
Proc. of the Third Joint Conference on Information Sciences
, vol.2
, pp. 203-206
-
-
Lamma, E.1
Mello, P.2
Milano, M.3
Riguzzi, F.4
-
51
-
-
0033133141
-
Integrating induction and abduction in logic programming
-
Lamma, E., Mello, P., Milano, M., and Riguzzi, F., "Integrating Induction and Abduction in Logic Programming," Information Sciences, 1998.
-
(1998)
Information Sciences
-
-
Lamma, E.1
Mello, P.2
Milano, M.3
Riguzzi, F.4
-
53
-
-
0001953060
-
Handling imperfect data in inductive logic programming
-
De Raedt, L., ed., IOS Press
-
Lavrač, N., Džeroski, S., and Bratko, I., "Handling Imperfect Data in Inductive Logic Programming," De Raedt, L., ed., Advances in Inductive Logic Programming, pp. 48-64. IOS Press, 1996.
-
(1996)
Advances in Inductive Logic Programming
, pp. 48-64
-
-
Lavrač, N.1
Džeroski, S.2
Bratko, I.3
-
54
-
-
84950502571
-
Learning nonrecursive definitions of relations with LINUS
-
Kodratoff, Y., ed., Springer-Verlag
-
Lavrač, N., Džeroski, S., and Grobelnik, M., "Learning Nonrecursive Definitions of Relations with LINUS," in Kodratoff, Y., ed., Proc. of the 5th European Working Session on Learning, Lecture Notes in Artificial Intelligence, 482, pp. 265-281. Springer-Verlag, 1991.
-
(1991)
Proc. of the 5th European Working Session on Learning, Lecture Notes in Artificial Intelligence
, vol.482
, pp. 265-281
-
-
Lavrač, N.1
Džeroski, S.2
Grobelnik, M.3
-
56
-
-
85037798447
-
Integrating abduction and induction in machine learning
-
30)
-
30
-
-
Mooney, R.1
-
57
-
-
0000640432
-
Inductive logic programming
-
Muggleton, S., "Inductive Logic Programming," New Generation Computing, 8, 4, pp. 295-317, 1991.
-
(1991)
New Generation Computing
, vol.8
, Issue.4
, pp. 295-317
-
-
Muggleton, S.1
-
58
-
-
77951503082
-
Inverse entailment and progol
-
Muggleton, S., "Inverse Entailment and Progol," New Generation Computing, Special issue on Inductive Logic Programming, 13, 3-4, pp. 245-286, 1995.
-
(1995)
New Generation Computing, Special Issue on Inductive Logic Programming
, vol.13
, Issue.3-4
, pp. 245-286
-
-
Muggleton, S.1
-
59
-
-
0028429573
-
Inductive logic programming: Theory and methods
-
Muggleton, S., and De Raedt, L., "Inductive Logic Programming: Theory and methods," Journal of Logic Programming, 19, 20, pp. 629-679, 1994.
-
(1994)
Journal of Logic Programming
, vol.19
, Issue.20
, pp. 629-679
-
-
Muggleton, S.1
De Raedt, L.2
-
60
-
-
0028479733
-
Abduction and explanation-based learning: Case studies in diverse domains
-
O'Rourke, P., "Abduction and Explanation-based Learning: Case Studies in Diverse Domains," Computational Intelligence, 10, pp. 295-330, 1994.
-
(1994)
Computational Intelligence
, vol.10
, pp. 295-330
-
-
O'Rourke, P.1
-
61
-
-
0001602577
-
A note on inductive generalization
-
Edinburgh University Press
-
Plotkin, G. D., "A Note on Inductive Generalization," in Machine Intelligence, 5, pp. 153-163. Edinburgh University Press, 1970.
-
(1970)
Machine Intelligence
, vol.5
, pp. 153-163
-
-
Plotkin, G.D.1
-
62
-
-
0003203117
-
A further note on inductive generalization
-
Edinburgh University Press
-
Plotkin, G. D., "A Further Note on Inductive Generalization," in Machine Intelligence, 6, pp. 101-124. Edinburgh University Press, 1971.
-
(1971)
Machine Intelligence
, vol.6
, pp. 101-124
-
-
Plotkin, G.D.1
-
63
-
-
0001282810
-
Theorist: A logical reasoning system for default and diagnosis
-
Cercone and Mc̀Cala, eds., Springer-Verlag
-
Poole, D., Goebel, R. G., and Aleliunas, "Theorist: a Logical Reasoning System for Default and Diagnosis," Cercone and Mc̀Cala, eds., The Knowledge Fronteer: Essays in the Representation of Knowledge, Lecture Notes in Computer Science, pp. 331-352. Springer-Verlag, 1987.
-
(1987)
The Knowledge Fronteer: Essays in the Representation of Knowledge, Lecture Notes in Computer Science
, pp. 331-352
-
-
Poole, D.1
Goebel, R.G.2
Aleliunas3
-
64
-
-
0001172265
-
Learning logical definitions from relations
-
Quinlan, J. R., "Learning Logical Definitions from Relations," Machine Learning, 5, pp. 239-266, 1990.
-
(1990)
Machine Learning
, vol.5
, pp. 239-266
-
-
Quinlan, J.R.1
-
65
-
-
0002446303
-
Unknown attribute values in induction
-
Morgan Kaufmann, San Mateo, CA
-
Quinlan, J. R., "Unknown Attribute Values in Induction," in Proc. of the Sixth International Machine Learning Workshop, pp. 164-168, Morgan Kaufmann, San Mateo, CA, 1991.
-
(1991)
Proc. of the Sixth International Machine Learning Workshop
, pp. 164-168
-
-
Quinlan, J.R.1
-
67
-
-
0029308579
-
Refinement of first-order horn-clause domain theories
-
Richards, B. L., and Mooney, R. J., "Refinement of first-order Horn-clause Domain Theories," Machine Learning, 19, 2, pp. 95-131, 1995.
-
(1995)
Machine Learning
, vol.19
, Issue.2
, pp. 95-131
-
-
Richards, B.L.1
Mooney, R.J.2
-
68
-
-
85037795673
-
Computing induction through abduction
-
30)
-
30
-
-
Sakama, C.1
-
69
-
-
0010122057
-
A query evaluation method for abductive logic programming
-
Satoh, K., and Iwayama, N., "A Query Evaluation Method for Abductive Logic Programming," Proc. of the 1992 Joint International Conference and Symposium on Logic Programming, pp. 671-685, 1992.
-
(1992)
Proc. of the 1992 Joint International Conference and Symposium on Logic Programming
, pp. 671-685
-
-
Satoh, K.1
Iwayama, N.2
-
70
-
-
0005500020
-
Predicate invention in inductive logic programming
-
De Raedt, L., ed., IOS Press
-
Stahl, I., "Predicate Invention in Inductive Logic Programming," De Raedt, L., ed., Advances in Inductive Logic Programming, pp. 34-47. IOS Press, 1996.
-
(1996)
Advances in Inductive Logic Programming
, pp. 34-47
-
-
Stahl, I.1
-
72
-
-
84949006527
-
Constraints on predicate invention
-
Birnbaum, L., and Collins, G., eds., Morgan Kaufmann
-
Wirth, R., and O'Rorke, P., "Constraints on Predicate Invention," in Birnbaum, L., and Collins, G., eds., Proc. of the 8th International Workshop on Machine Learning, pp. 457-461. Morgan Kaufmann, 1991.
-
(1991)
Proc. of the 8th International Workshop on Machine Learning
, pp. 457-461
-
-
Wirth, R.1
O'Rorke, P.2
-
73
-
-
0038434016
-
The ILP description learning problem: Towards a genearl model-leve definition of data mining in ILP
-
Wrobel, S., and Džeroski, S., "The ILP Description Learning Problem: Towards a Genearl Model-leve Definition of Data Mining in ILP," in Proc. of the Fachgruppentreffen Maschinelles Lernen, 1995.
-
(1995)
Proc. of the Fachgruppentreffen Maschinelles Lernen
-
-
Wrobel, S.1
Džeroski, S.2
-
74
-
-
85027169320
-
Combining top-down and bottom-up techniques in inductive logic programming
-
Cohen, W. W., and Hirsh, H., eds., Morgan Kaufmann
-
Zelle, J. M., Mooney, R. J., and Konvisser, J. B., "Combining Top-down and Bottom-up Techniques in Inductive Logic Programming," Cohen, W. W., and Hirsh, H., eds., in Proc. of the 11th International Conference on Machine Learning, pp. 343-351. Morgan Kaufmann, 1994.
-
(1994)
Proc. of the 11th International Conference on Machine Learning
, pp. 343-351
-
-
Zelle, J.M.1
Mooney, R.J.2
Konvisser, J.B.3
|