-
1
-
-
0025725905
-
Instance-based learning algorithms
-
Aha, D, Kibler, D and Albert, M, 1991. "Instance-based learning algorithms". Machine Learning Journal, 6(1) 37-66.
-
(1991)
Machine Learning Journal
, vol.6
, Issue.1
, pp. 37-66
-
-
Aha, D.1
Kibler, D.2
Albert, M.3
-
2
-
-
0000217085
-
Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms
-
Aha, D, 1992. "Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms". International Journal of Man-Machine Studies 36(2) 267-287.
-
(1992)
International Journal of Man-Machine Studies
, vol.36
, Issue.2
, pp. 267-287
-
-
Aha, D.1
-
3
-
-
0020815483
-
Inductive inference: Theory and methods
-
Angluin, D and Smith, C, 1983. "Inductive inference: theory and methods". ACM Computing Surveys 15(3) 237-270.
-
(1983)
ACM Computing Surveys
, vol.15
, Issue.3
, pp. 237-270
-
-
Angluin, D.1
Smith, C.2
-
5
-
-
0343874234
-
Non-monotonic learning
-
Hayes, J., Michie, D. and Tyugu, E. eds.
-
Bain, M and Muggleton, S, 1987. "Non-monotonic learning". In: Hayes, J., Michie, D. and Tyugu, E. eds., Machine Intelligence 12: Towards An Automated Logic Of Human Thought, 105-119.
-
(1987)
Machine Intelligence 12: Towards An Automated Logic of Human Thought
, pp. 105-119
-
-
Bain, M.1
Muggleton, S.2
-
6
-
-
0041501147
-
PROTOS: An exemplar-based learning apprentice
-
Kodratoff, Y and Michalski, R, eds., Morgan-Kaufmann
-
Bareiss, E, Porter, B and Weir, C, 1990. "PROTOS: an exemplar-based learning apprentice". In: Kodratoff, Y and Michalski, R, eds., Machine Learning: An AI Approach, vol. 3. Morgan-Kaufmann.
-
(1990)
Machine Learning: An AI Approach
, vol.3
-
-
Bareiss, E.1
Porter, B.2
Weir, C.3
-
7
-
-
0010910030
-
Monotonicity maintenance in information theoretic machine learning algorithms
-
Ben-David, A, 1995. "Monotonicity maintenance in information theoretic machine learning algorithms". Machine Learning Journal 19 29-43.
-
(1995)
Machine Learning Journal
, vol.19
, pp. 29-43
-
-
Ben-David, A.1
-
8
-
-
0025920332
-
Incremental learning from examples using HC-expressions
-
Bhandaru, M and Murty, M, 1991. "Incremental learning from examples using HC-expressions". Pattern Recognition 24(4) 273-282.
-
(1991)
Pattern Recognition
, vol.24
, Issue.4
, pp. 273-282
-
-
Bhandaru, M.1
Murty, M.2
-
10
-
-
9944252422
-
Constraining search in a hierarchical discriminative learning system
-
Blythe, J, 1988. "Constraining search in a hierarchical discriminative learning system". Proceedings ECAI88, European Conference on AI 378-383.
-
(1988)
Proceedings ECAI88, European Conference on AI
, pp. 378-383
-
-
Blythe, J.1
-
11
-
-
0028443644
-
Trading accuracy for simplicity in decision trees
-
Bohanec, M and Bratko, I, 1994. "Trading accuracy for simplicity in decision trees". Machine Learning Journal 15(3) 223-250.
-
(1994)
Machine Learning Journal
, vol.15
, Issue.3
, pp. 223-250
-
-
Bohanec, M.1
Bratko, I.2
-
12
-
-
0003802343
-
-
Wadsworth International Group
-
Breiman, L, Friedman, J, Olshen, R and Stone, C, 1984. Classification and Regression Trees. Wadsworth International Group.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, R.3
Stone, C.4
-
13
-
-
84935243075
-
Myths and legends in learning classification rules
-
AAAI/MIT Press
-
Buntine, W, 1990. "Myths and legends in learning classification rules". Proceedings 8th National Conference on AI, vol. 2, 736-742, AAAI/MIT Press.
-
(1990)
Proceedings 8th National Conference on AI
, vol.2
, pp. 736-742
-
-
Buntine, W.1
-
14
-
-
0002546079
-
Attribute oriented induction in relational databases
-
Patetsky-Shapiro, G and Frawley, W, eds., AAAI/MIT Press
-
Cai, Y, Cercone, N and Han, J, 1991. "Attribute oriented induction in relational databases". In: Patetsky-Shapiro, G and Frawley, W, eds., Knowledge Discovery in Databases, 213-228. AAAI/MIT Press.
-
(1991)
Knowledge Discovery in Databases
, pp. 213-228
-
-
Cai, Y.1
Cercone, N.2
Han, J.3
-
15
-
-
0004239919
-
Efficient top-down induction of logic programs
-
Cameron-Jones, R and Quinlan, J, 1994. "Efficient top-down induction of logic programs". SIGART Bulletin 5(1) 33-42.
-
(1994)
SIGART Bulletin
, vol.5
, Issue.1
, pp. 33-42
-
-
Cameron-Jones, R.1
Quinlan, J.2
-
16
-
-
0006895591
-
An overview of machine learning
-
Michalski, R, Carbonell, J and Mitchell, T, eds., Morgan-Kaufmann
-
Carbonell, J, Michalski, R and Mitchell, T, 1983. "An overview of machine learning", In: Michalski, R, Carbonell, J and Mitchell, T, eds., Machine Learning: An AI Approach, Morgan-Kaufmann.
-
(1983)
Machine Learning: An AI Approach
-
-
Carbonell, J.1
Michalski, R.2
Mitchell, T.3
-
17
-
-
0040032416
-
Introduction: Paradigms for machine learning
-
Carbonell, J, 1989. "Introduction: paradigms for machine learning". Artificial Intelligence 40(1-3) 1-9.
-
(1989)
Artificial Intelligence
, vol.40
, Issue.1-3
, pp. 1-9
-
-
Carbonell, J.1
-
19
-
-
0001929348
-
ASSISTANT 86: A knowledge elicitation tool for sophisticated users
-
Bratko, I and Lavrac, N, eds., Sigma Press
-
Cestnik, B, Kononenko, I and Bratko, I, 1987. "ASSISTANT 86: a knowledge elicitation tool for sophisticated users". In: Bratko, I and Lavrac, N, eds., Progress in Machine Learning - Proceedings of the 2nd European Working Session on Learning 31-45. Sigma Press.
-
(1987)
Progress in Machine Learning - Proceedings of the 2nd European Working Session on Learning
, pp. 31-45
-
-
Cestnik, B.1
Kononenko, I.2
Bratko, I.3
-
20
-
-
84984070364
-
Improved decision trees: A generalised version of ID3
-
Laird, J, ed., Morgan-Kaufmann
-
Cheng, J, Fayyad, U, Irani, K and Qian, Z, 1988. "Improved decision trees: a generalised version of ID3". In: Laird, J, ed., Proceedings 5th International Conference on Machine Learning. Morgan-Kaufmann.
-
(1988)
Proceedings 5th International Conference on Machine Learning
-
-
Cheng, J.1
Fayyad, U.2
Irani, K.3
Qian, Z.4
-
21
-
-
0007512578
-
Truncating temporal differences: On the efficient implementation of TD(λ) for reinforcement learning
-
Cichosz, P, 1995. "Truncating temporal differences: on the efficient implementation of TD(λ) for reinforcement learning". Journal of AI Research 2 287-318.
-
(1995)
Journal of AI Research
, vol.2
, pp. 287-318
-
-
Cichosz, P.1
-
22
-
-
0026837224
-
A machine learning method for generation of a neural network architecture: A continuous ID3 algorithm
-
Cios, K and Liu, N, 1992. "A machine learning method for generation of a neural network architecture: a continuous ID3 algorithm". IEEE Transactions on Neural Networks 3(2) 280-290.
-
(1992)
IEEE Transactions on Neural Networks
, vol.3
, Issue.2
, pp. 280-290
-
-
Cios, K.1
Liu, N.2
-
23
-
-
0012017520
-
Induction in noisy domains
-
Bratko, I and Lavrac, N, eds., Sigma Press
-
Clark, P and Niblett, T, 1987. "Induction in noisy domains". In: Bratko, I and Lavrac, N, eds., Progress in Machine Learning - Proceedings of the 2nd European Working Session on Learning 11-30. Sigma Press.
-
(1987)
Progress in Machine Learning - Proceedings of the 2nd European Working Session on Learning
, pp. 11-30
-
-
Clark, P.1
Niblett, T.2
-
25
-
-
85025862340
-
A new incremental learning technique for decision trees with thresholds
-
SPIE, International Society For Optical Engineering
-
Cockett, J and Zhu, Y, 1989. "A new incremental learning technique for decision trees with thresholds". Applications Of Artificial Intelligence 7, SPIE, International Society For Optical Engineering, vol. 1095, no. 2.
-
(1989)
Applications of Artificial Intelligence 7
, vol.1095
, Issue.2
-
-
Cockett, J.1
Zhu, Y.2
-
26
-
-
9944254706
-
JITTER: A Lazy machine's guide to induction
-
Department of Computation, UMIST, PO BOX 88, Manchester M60 1QD, UK
-
Conroy, G and Dutton, D, 1994. "JITTER: a Lazy machine's guide to induction". Technical Report, UMIST-COM-AI-94-4, Department of Computation, UMIST, PO BOX 88, Manchester M60 1QD, UK.
-
(1994)
Technical Report, UMIST-COM-AI-94-4
-
-
Conroy, G.1
Dutton, D.2
-
27
-
-
84948975138
-
The effects of noise on efficient incremental induction
-
Lavrac, N and Wrobel, S, eds., Lecture Notes in AI Series, Springer Verlag
-
Conroy, G and Dutton, D, 1995. "The effects of noise on efficient incremental induction (extended abstract). In: Lavrac, N and Wrobel, S, eds., Machine Learning: ECML-95, Proceedings 8th European Conference on Machine Learning 275-278. Lecture Notes in AI Series, Springer Verlag.
-
(1995)
Machine Learning: ECML-95, Proceedings 8th European Conference on Machine Learning
, pp. 275-278
-
-
Conroy, G.1
Dutton, D.2
-
32
-
-
9944259868
-
Incremental classification: A multidisciplinary viewpoint
-
Diday, E and Lechevallier, Y, eds., Nova Science
-
Decaestecker, C, 1991. "Incremental classification: a multidisciplinary viewpoint". Proceedings Conference on Symbolic-Numeric Data Analysis and Learning, Diday, E and Lechevallier, Y, eds., Nova Science, 283-295.
-
(1991)
Proceedings Conference on Symbolic-Numeric Data Analysis and Learning
, pp. 283-295
-
-
Decaestecker, C.1
-
33
-
-
0002032320
-
A comparative review of selected methods for learning from examples
-
Michalski, R, Carbonell, J and Mitchell, T, eds., Morgan-Kaufmann
-
Dietterich, T and Michalski, R, 1983. "A comparative review of selected methods for learning from examples". In: Machine Learning: An AI Approach, Michalski, R, Carbonell, J and Mitchell, T, eds., vol. 1, Morgan-Kaufmann, 41-81.
-
(1983)
Machine Learning: An AI Approach
, vol.1
, pp. 41-81
-
-
Dietterich, T.1
Michalski, R.2
-
34
-
-
0004671957
-
Learning at the knowledge level
-
Dietterich, T, 1986. "Learning at the knowledge level". Machine Learning Journal 1 287-316.
-
(1986)
Machine Learning Journal
, vol.1
, pp. 287-316
-
-
Dietterich, T.1
-
35
-
-
0028531932
-
Rule induction - Machine learning techniques
-
October
-
Donald, JH, 1994. "Rule induction - Machine learning techniques". Computing and Control Engineering Journal 5(5) October, 249-255.
-
(1994)
Computing and Control Engineering Journal
, vol.5
, Issue.5
, pp. 249-255
-
-
Donald, J.H.1
-
36
-
-
0009873685
-
Representing and restructuring domain theories: A constructive induction approach
-
Donoho, P and Rendell, L, 1995. "Representing and restructuring domain theories: a constructive induction approach". Journal of AI Research 2 411-446.
-
(1995)
Journal of AI Research
, vol.2
, pp. 411-446
-
-
Donoho, P.1
Rendell, L.2
-
38
-
-
85033281167
-
-
PhD thesis, Department of Computation, UMIST, PO Box 88, Manchester M60 1QD, UK
-
Dutton, D, 1996. "An investigation into the efficiency of incremental decision tree induction and alternative sources of bias. PhD thesis, Department of Computation, UMIST, PO Box 88, Manchester M60 1QD, UK.
-
(1996)
An Investigation into the Efficiency of Incremental Decision Tree Induction and Alternative Sources of Bias
-
-
Dutton, D.1
-
40
-
-
0002419315
-
Discriminant Analysis
-
Hawkins, D, ed., Cambridge University Press
-
Fatti, L, Hawkins, D and Liefde Raath, E, 1982. "Discriminant Analysis". In: Topics in Applied Multivariate Analysis, Hawkins, D, ed., Cambridge University Press, pp. 1-71.
-
(1982)
Topics in Applied Multivariate Analysis
, pp. 1-71
-
-
Fatti, L.1
Hawkins, D.2
Liefde Raath, E.3
-
42
-
-
0027002165
-
The attribute selection problem in decision tree generation
-
AAAI/MIT Press
-
Fayyad, U and Irani, K, 1992. "The attribute selection problem in decision tree generation". Proceedings 10th International Conference on AI, vol 1, AAAI/MIT Press, 104-10.
-
(1992)
Proceedings 10th International Conference on AI
, vol.1
, pp. 104-110
-
-
Fayyad, U.1
Irani, K.2
-
44
-
-
0003641269
-
-
AAAI/MIT Press
-
Fayyad, U, Piatetsky-Shapiro, G, Smyth, P and Uthurusamy, R, 1996. Advances in Knowledge Discovery and Data Mining, AAAI/MIT Press.
-
(1996)
Advances in Knowledge Discovery and Data Mining
-
-
Fayyad, U.1
Piatetsky-Shapiro, G.2
Smyth, P.3
Uthurusamy, R.4
-
45
-
-
2842560201
-
STRIPS: A new approach to the application of theorem proving to problem solving
-
Fikes, R and Nilsson, N, 1971. "STRIPS: a new approach to the application of theorem proving to problem solving". Artificial Intelligence 2 189-208.
-
(1971)
Artificial Intelligence
, vol.2
, pp. 189-208
-
-
Fikes, R.1
Nilsson, N.2
-
47
-
-
9944225158
-
Knowledge acquisition via incremental conceptual clustering
-
Fisher, DH, 1987b. "Knowledge acquisition via incremental conceptual clustering". Machine Learning Journal 2139-172.
-
(1987)
Machine Learning Journal
, pp. 2139-2172
-
-
Fisher, D.H.1
-
49
-
-
9944254710
-
Review of five empirical learning systems within a proposed schemata
-
Bratko, I and Lavrac, N (eds.), Sigma Press
-
Gams, M and Lavrac, N, 1987. "Review of five empirical learning systems within a proposed schemata". Progress in Machine Learning - Proceedings of EWSL87: 2nd European Working Session on Learning, Bratko, I and Lavrac, N (eds.), Sigma Press, 46-66.
-
(1987)
Progress in Machine Learning - Proceedings of EWSL87: 2nd European Working Session on Learning
, pp. 46-66
-
-
Gams, M.1
Lavrac, N.2
-
50
-
-
84953448746
-
On tree structured classifiers
-
Sethi, I and Jain, A (eds.), Elsevier
-
Gelfand, S and Delp, E, 1991. "On tree structured classifiers". Artificial Neural Networks and Statistical Pattern Recognition: Old and New Connections, Sethi, I and Jain, A (eds.), Elsevier, 51-70.
-
(1991)
Artificial Neural Networks and Statistical Pattern Recognition: Old and New Connections
, pp. 51-70
-
-
Gelfand, S.1
Delp, E.2
-
51
-
-
59549100579
-
An integrated characterisation and discrimination scheme to improve learning efficiency in large data sets
-
Sridharan, N ed., Morgan-Kaufmann
-
Gemello, R and Mana, F, 1989. "An integrated characterisation and discrimination scheme to improve learning efficiency in large data sets". Proceedings 11th International Joint Conference on AI, Sridharan, N ed., vol 1, Morgan-Kaufmann.
-
(1989)
Proceedings 11th International Joint Conference on AI
, vol.1
-
-
Gemello, R.1
Mana, F.2
-
52
-
-
0024732990
-
Models of incremental concept formation
-
Gennari, J, Langley, P and Fisher, D, 1989. "Models of incremental concept formation". Artificial Intelligence 40(1-3).
-
(1989)
Artificial Intelligence
, vol.40
, Issue.1-3
-
-
Gennari, J.1
Langley, P.2
Fisher, D.3
-
54
-
-
84990580502
-
Quantifying the inductive bias in concept learning
-
Morgan-Kaufmann
-
Haussler, D, 1986. "Quantifying the inductive bias in concept learning". Proceedings 5th National Conference on AI 485-489, Morgan-Kaufmann.
-
(1986)
Proceedings 5th National Conference on AI
, pp. 485-489
-
-
Haussler, D.1
-
55
-
-
0001068115
-
Automatic interaction detection
-
Hawkins, D (ed.), Cambridge University Press
-
Hawkins, D and Kass, G, 1982. "Automatic interaction detection". In: Topics in Applied Multivariate Analysis. Hawkins, D (ed.), 269-302. Cambridge University Press.
-
(1982)
Topics in Applied Multivariate Analysis
, pp. 269-302
-
-
Hawkins, D.1
Kass, G.2
-
56
-
-
0009438133
-
Preface to the special issue on connectionist Symbol Processing
-
Hinton, G, 1990. "Preface to the special issue on connectionist Symbol Processing, Artificial Intelligence, 46(1-4) 1-4.
-
(1990)
Artificial Intelligence
, vol.46
, Issue.1-4
, pp. 1-4
-
-
Hinton, G.1
-
58
-
-
0003901315
-
Data Mining - The Search for Knowledge in Databases
-
CWI, PO BOX 94079,1090 GB Amsterdam, Netherlands
-
Holsheimer, A and Siebes, A, 1994. "Data Mining - The Search For Knowledge in Databases". Technical Report CS-R9406, CWI, PO BOX 94079,1090 GB Amsterdam, Netherlands.
-
(1994)
Technical Report CS-R9406
-
-
Holsheimer, A.1
Siebes, A.2
-
59
-
-
9944220090
-
Alternative information structures in incremental learning systems
-
Kodratoff, Y and Hutchinson, A (eds.), Kogan Page
-
Holte, R, 1989. "Alternative information structures in incremental learning systems, In: Machine and Human Learning - Advances in European Research, Kodratoff, Y and Hutchinson, A (eds.), 121-142. Kogan Page.
-
(1989)
Machine and Human Learning - Advances in European Research
, pp. 121-142
-
-
Holte, R.1
-
60
-
-
0001815269
-
Constructing optimal binary decision trees is NP-complete
-
Hyafil, L and Rivest, R, 1976. "Constructing optimal binary decision trees is NP-complete". Information Processing Letters 5(1) 15-17.
-
(1976)
Information Processing Letters
, vol.5
, Issue.1
, pp. 15-17
-
-
Hyafil, L.1
Rivest, R.2
-
61
-
-
85152537802
-
Trading off simplicity and coverage in incremental concept learning
-
Laird, J (ed.). Morgan-Kaufmann
-
Iba, W, Wogulis, J and Langley, P, 1988. "Trading off simplicity and coverage in incremental concept learning". In: Proceedings 5th International Conference on Machine Learning, Laird, J (ed.). Morgan-Kaufmann.
-
(1988)
Proceedings 5th International Conference on Machine Learning
-
-
Iba, W.1
Wogulis, J.2
Langley, P.3
-
62
-
-
84971946292
-
Principles of induction and approaches to attribute based induction
-
Kalkanis, G and Conroy, G, 1991. "Principles of induction and approaches to attribute based induction". The Knowledge Engineering Review 6(4) 307-333.
-
(1991)
The Knowledge Engineering Review
, vol.6
, Issue.4
, pp. 307-333
-
-
Kalkanis, G.1
Conroy, G.2
-
65
-
-
0003771282
-
Machine learning as an experimental science
-
Sleeman, D (ed.), Pitman
-
Kibler, D and Langley, P, 1988. "Machine learning as an experimental science". In: EWSL88 - Proceedings of the 3rd European Working Session on Learning, Sleeman, D (ed.), 81-92. Pitman.
-
(1988)
EWSL88 - Proceedings of the 3rd European Working Session on Learning
, pp. 81-92
-
-
Kibler, D.1
Langley, P.2
-
66
-
-
9944265057
-
Learning representative exemplars of concepts: An initial case study
-
Readings in Machine Learning Shavlik, J and Dietterich, T (eds.). Morgan-Kaufmann
-
Kibler, D and Aha, D, 1990. "Learning representative exemplars of concepts: an initial case study". In: Readings in Machine Learning Shavlik, J and Dietterich, T (eds.). (Originally 5th Int. Workshop on Machine Learning.) Morgan-Kaufmann.
-
(1990)
5th Int. Workshop on Machine Learning
-
-
Kibler, D.1
Aha, D.2
-
71
-
-
84904506139
-
MLC++: A machine learning library in C++
-
IEEE Press
-
Kohavi, R, John, G, Long, R, Manley, D and Pfleger, K, 1994. "MLC++: A machine learning library in C++". Tools with Artificial Intelligence 740-743. IEEE Press.
-
(1994)
Tools with Artificial Intelligence
, pp. 740-743
-
-
Kohavi, R.1
John, G.2
Long, R.3
Manley, D.4
Pfleger, K.5
-
72
-
-
0025803268
-
Information-based evaluation criterion for classifier's performance
-
Kononenko, I and Bratko, I, 1991. "Information-based evaluation criterion for classifier's performance". Machine Learning Journal 6(1) 67-80.
-
(1991)
Machine Learning Journal
, vol.6
, Issue.1
, pp. 67-80
-
-
Kononenko, I.1
Bratko, I.2
-
75
-
-
9944249626
-
Hill-climbing theories of learning
-
Langley, P (ed.), Morgan-Kaufmann
-
Langley, P, Gennari, J and Iba, W, 1987. "Hill-climbing theories of learning". In: Proceedings 4th International Workshop on Machine Learning Langley, P (ed.), 312-323, Morgan-Kaufmann.
-
(1987)
Proceedings 4th International Workshop on Machine Learning
, pp. 312-323
-
-
Langley, P.1
Gennari, J.2
Iba, W.3
-
76
-
-
0000166613
-
Experiments with incremental concept formation: UNIMEM
-
Lebowitz, M, 1987. "Experiments with incremental concept formation: UNIMEM". Machine Learning Journal 2(2) 103-138.
-
(1987)
Machine Learning Journal
, vol.2
, Issue.2
, pp. 103-138
-
-
Lebowitz, M.1
-
78
-
-
0020191924
-
The nature of heuristics
-
Lenat, D, 1982. "The nature of heuristics". Artificial Intelligence 19(2) 189-249.
-
(1982)
Artificial Intelligence
, vol.19
, Issue.2
, pp. 189-249
-
-
Lenat, D.1
-
79
-
-
0001689415
-
The role of heuristics in learning by discovery: Three case studies
-
Michalski, R, Carbonell, J and Mitchell, T (eds.), Morgan-Kaufmann
-
Lenat, D, 1983. "The role of heuristics in learning by discovery: three case studies". In: Machine Learning: An AI Approach, Michalski, R, Carbonell, J and Mitchell, T (eds.), vol I, 243-306. Morgan-Kaufmann.
-
(1983)
Machine Learning: An AI Approach
, vol.1
, pp. 243-306
-
-
Lenat, D.1
-
80
-
-
0025798330
-
A distance-based attribute selection measure for decision tree induction
-
Lopez de Mantaras, R, 1991. "A distance-based attribute selection measure for decision tree induction". Machine Learning Journal 6(1).
-
(1991)
Machine Learning Journal
, vol.6
, Issue.1
-
-
Lopez De Mantaras, R.1
-
81
-
-
0346846723
-
Induction of decision trees from complex structured data
-
Piatetsky-Shapiro, G and Frawley, W (eds.), AAAI/MIT Press
-
Manago, M and Kodratoff, Y, 1991. "Induction of decision trees from complex structured data". In: Knowledge Discovery in Databases Piatetsky-Shapiro, G and Frawley, W (eds.), 289-306. AAAI/MIT Press.
-
(1991)
Knowledge Discovery in Databases
, pp. 289-306
-
-
Manago, M.1
Kodratoff, Y.2
-
84
-
-
0001161341
-
Learning by being told and learning from examples: An experimental comparison of the two methods of knowledge acquisition in the context of developing an expert system for soybean disease diagnosis
-
Michalski, RS and Chilausky, RL, 1980. "Learning by being told and learning from examples: an experimental comparison of the two methods of knowledge acquisition in the context of developing an expert system for soybean disease diagnosis". International Journal of Policy Analysis and Information Systems 4(2) 125-161.
-
(1980)
International Journal of Policy Analysis and Information Systems
, vol.4
, Issue.2
, pp. 125-161
-
-
Michalski, R.S.1
Chilausky, R.L.2
-
86
-
-
0003046842
-
Learning from observation: Conceptual clustering
-
Michalski, R., Carbonell, J and Mitchell, T (eds.), Morgan-Kaufmann
-
Michalski, RS and Stepp, RE, 1983. "Learning from observation: conceptual clustering". In: Machine Learning: An AI Approach, Michalski, R., Carbonell, J and Mitchell, T (eds.), vol 1. Morgan-Kaufmann.
-
(1983)
Machine Learning: An AI Approach
, vol.1
-
-
Michalski, R.S.1
Stepp, R.E.2
-
88
-
-
0003046840
-
A theory and methodology of inductive learning
-
Michalski, R, Carbonell, J and Mitchell, T (eds.), Morgan-Kaufmann
-
Michalski, RS, 1983. "A theory and methodology of inductive learning". In: Machine Learning: An AI Approach Michalski, R, Carbonell, J and Mitchell, T (eds.), vol 1. Morgan-Kaufmann.
-
(1983)
Machine Learning: An AI Approach
, vol.1
-
-
Michalski, R.S.1
-
89
-
-
85005299854
-
The multi-purpose incremental learning system AQ15 and its testing application to three medical domains
-
Morgan-Kaufmann
-
Michalski, RS, Mozetic, I, Hong, J and Lavrac, N, 1986a. "The multi-purpose incremental learning system AQ15 and its testing application to three medical domains". Proceedings 5th National Conference on AI 1041-1045. Morgan-Kaufmann.
-
(1986)
Proceedings 5th National Conference on AI
, pp. 1041-1045
-
-
Michalski, R.S.1
Mozetic, I.2
Hong, J.3
Lavrac, N.4
-
91
-
-
0002602497
-
Understanding the nature of learning
-
Michalski, R, Carbonell, J and Mitchell, T (eds.), Morgan-Kaufmann
-
Michalski, R, 1986. "Understanding the nature of learning". In: Machine Learning: An AI Approach Michalski, R, Carbonell, J and Mitchell, T (eds.), vol 2. Morgan-Kaufmann.
-
(1986)
Machine Learning: An AI Approach
, vol.2
-
-
Michalski, R.1
-
92
-
-
0039093111
-
Learning flexible concepts
-
Kodratoff, Y and Michalski, R (eds.). Morgan-Kaufmann
-
Michalski, R, 1990. "Learning flexible concepts". In: Machine Learning: An AI Approach vol 3. Kodratoff, Y and Michalski, R (eds.). Morgan-Kaufmann.
-
(1990)
Machine Learning: An AI Approach
, vol.3
-
-
Michalski, R.1
-
94
-
-
0003262526
-
Inferential theory of learning
-
Michalski, R and Tecuci, G (eds.), Morgan-Kaufmann
-
Michalski, R, 1994. "Inferential theory of learning". In: Machine Learning: A Multistrategy Approach Michalski, R and Tecuci, G (eds.), vol 4. Morgan-Kaufmann.
-
(1994)
Machine Learning: A Multistrategy Approach
, vol.4
-
-
Michalski, R.1
-
95
-
-
0000076506
-
An empirical comparison of selection measures for decision tree induction
-
Mingers, J, 1989. "An empirical comparison of selection measures for decision tree induction". Machine Learning Journal 3319-342.
-
(1989)
Machine Learning Journal
, pp. 3319-3342
-
-
Mingers, J.1
-
98
-
-
0000531852
-
Generalisation as search
-
Mitchell, T, 1982. "Generalisation as search". Artificial Intelligence 18 203-226.
-
(1982)
Artificial Intelligence
, vol.18
, pp. 203-226
-
-
Mitchell, T.1
-
99
-
-
0001770133
-
Learning by experimentation: Acquiring and refining problem-solving heuristics
-
Michalski, R, Carbonell, J and Mitchell, T (eds.), Morgan-Kaufmann
-
Mitchell, T, Utgoff, P and Banerji, R, 1983. "Learning by experimentation: acquiring and refining problem-solving heuristics". In: Machine Learning: An AI Approach Michalski, R, Carbonell, J and Mitchell, T (eds.), vol 1. Morgan-Kaufmann.
-
(1983)
Machine Learning: An AI Approach
, vol.1
-
-
Mitchell, T.1
Utgoff, P.2
Banerji, R.3
-
100
-
-
9944261968
-
Explanation-based generalisation: A unifying view
-
Shavlik, J and Dietterich, T (eds.). Morgan-Kaufmann
-
Mitchell, T, Keller, R and Kedar-Cabelli, S, 1990. "Explanation-based generalisation: a unifying view". In: Readings in Machine Learning Shavlik, J and Dietterich, T (eds.). Morgan-Kaufmann.
-
(1990)
Readings in Machine Learning
-
-
Mitchell, T.1
Keller, R.2
Kedar-Cabelli, S.3
-
101
-
-
0009429227
-
Structuring knowledge by asking questions
-
Bratko, I and Lavrac, N (eds.), Sigma Press
-
Muggleton, S. 1987. "Structuring knowledge by asking questions". In: Progress in Machine Learning Bratko, I and Lavrac, N (eds.), 218-229. Sigma Press.
-
(1987)
Progress in Machine Learning
, pp. 218-229
-
-
Muggleton, S.1
-
103
-
-
84957053329
-
Machine invention of first-order predicates by inverting resolution
-
Ann Arbor, MI, Morgan-Kaufmann
-
Muggleton, S and Buntine, W, 1988. "Machine invention of first-order predicates by inverting resolution". Proceedings 5th International Conference on Machine Learning Ann Arbor, MI, 339-352. Morgan-Kaufmann.
-
(1988)
Proceedings 5th International Conference on Machine Learning
, pp. 339-352
-
-
Muggleton, S.1
Buntine, W.2
-
104
-
-
85027119846
-
Compression, significance and accuracy
-
Muggleton, S, Srinivasan, A and Bain, M, 1992. "Compression, significance and accuracy". Proceedings 9th International Workshop on Machine Learning 338-347.
-
(1992)
Proceedings 9th International Workshop on Machine Learning
, pp. 338-347
-
-
Muggleton, S.1
Srinivasan, A.2
Bain, M.3
-
105
-
-
0003156949
-
Inductive logic programming: Derivations, successes and shortcomings
-
Muggleton, S, 1994. "Inductive logic programming: derivations, successes and shortcomings". SIGART Bulletin 5(1) 5-11.
-
(1994)
SIGART Bulletin
, vol.5
, Issue.1
, pp. 5-11
-
-
Muggleton, S.1
-
106
-
-
0027652495
-
Exploring the decision forest: An empirical investigation of Occam's razor in decision tree induction
-
Murphy, P and Pazzani, M, 1994. "Exploring the decision forest: an empirical investigation of Occam's razor in decision tree induction". Journal of AI Research 1 257-275.
-
(1994)
Journal of AI Research
, vol.1
, pp. 257-275
-
-
Murphy, P.1
Pazzani, M.2
-
107
-
-
0000229628
-
A system for induction of oblique decision trees
-
Murthy, S, Kasif, S and Salzberg, S, 1994. "A system for induction of oblique decision trees". Journal of AI Research 2 1-32.
-
(1994)
Journal of AI Research
, vol.2
, pp. 1-32
-
-
Murthy, S.1
Kasif, S.2
Salzberg, S.3
-
111
-
-
0039685357
-
Constructing decision trees in noisy domains
-
Bratko, I and Lavrac, N (eds.), Sigma Press
-
Niblett, T, 1987. "Constructing decision trees in noisy domains". In: Progress in Machine Learning - Proceedings of EWSL87: 2nd European Working Session on Learning Bratko, I and Lavrac, N (eds.), 67-78. Sigma Press.
-
(1987)
Progress in Machine Learning - Proceedings of EWSL87: 2nd European Working Session on Learning
, pp. 67-78
-
-
Niblett, T.1
-
114
-
-
0026154832
-
The use of background knowledge in decision tree induction
-
Núñez, M, 1991. "The use of background knowledge in decision tree induction". Machine Learning Journal 6(3) 231-250.
-
(1991)
Machine Learning Journal
, vol.6
, Issue.3
, pp. 231-250
-
-
Núñez, M.1
-
115
-
-
0346846705
-
Two algorithms that learn DNF by discovering relevant features
-
Segre, A (ed.)
-
Pagallo, G and Haussler, D, 1989. "Two algorithms that learn DNF by discovering relevant features". In: 6th International Workshop on Machine Learning Segre, A (ed.), 119-123.
-
(1989)
6th International Workshop on Machine Learning
, pp. 119-123
-
-
Pagallo, G.1
Haussler, D.2
-
118
-
-
0002442571
-
Discovering rules by induction from large collections of examples
-
Michie, D (ed.). Edinburgh University Press
-
Quinlan, J, 1979. "Discovering rules by induction from large collections of examples". In: Expert Systems in the Micro-Electronic Age, Michie, D (ed.). Edinburgh University Press.
-
(1979)
Expert Systems in the Micro-Electronic Age
-
-
Quinlan, J.1
-
119
-
-
0001857179
-
Learning efficient classification procedures and their application to chess end games
-
Michalski, R, Carbonell, J and Mitchell, T (eds.), Morgan-Kaufmann
-
Quinlan, J, 1983. "Learning efficient classification procedures and their application to chess end games". In: Machine Learning: An Artificial Intelligence Approach Michalski, R, Carbonell, J and Mitchell, T (eds.), vol 1, 463-482. Morgan-Kaufmann.
-
(1983)
Machine Learning: An Artificial Intelligence Approach
, vol.1
, pp. 463-482
-
-
Quinlan, J.1
-
121
-
-
0001182408
-
The effect of noise on concept learning
-
Michalski, R, Carbonell, J and Mitchell, T (eds.). Morgan-Kaufmann
-
Quinlan, J, 1986b. "The effect of noise on concept learning". In: Machine Learning: An AI Approach vol 2, Michalski, R, Carbonell, J and Mitchell, T (eds.). Morgan-Kaufmann.
-
(1986)
Machine Learning: An AI Approach
, vol.2
-
-
Quinlan, J.1
-
124
-
-
85027178264
-
Generating production rules from decision trees
-
McDermott, J (ed.), Morgan-Kaufmann
-
Quinlan, J, 1987c. "Generating production rules from decision trees". In: Proceedings 10th International Joint Conference on AI McDermott, J (ed.), 304-307, Morgan-Kaufmann.
-
(1987)
Proceedings 10th International Joint Conference on AI
, pp. 304-307
-
-
Quinlan, J.1
-
125
-
-
0000600410
-
Decision trees and multi-valued attributes
-
Hayes, J, Michie, D and Richards, J (eds.), Clarendon Press
-
Quinlan, J, 1988a. "Decision trees and multi-valued attributes". In: Machine Intelligence 11: Logic and the Acquisition of Knowledge Hayes, J, Michie, D and Richards, J (eds.), 305-318. Clarendon Press.
-
(1988)
Machine Intelligence 11: Logic and the Acquisition of Knowledge
, pp. 305-318
-
-
Quinlan, J.1
-
126
-
-
85152549194
-
An empirical comparison of genetic and decision-tree classifiers
-
Morgan-Kaufmann
-
Quinlan, J, 1988b. "An empirical comparison of genetic and decision-tree classifiers". Proceedings 5th International Conference on Machine Learning 135-141. Morgan-Kaufmann.
-
(1988)
Proceedings 5th International Conference on Machine Learning
, pp. 135-141
-
-
Quinlan, J.1
-
127
-
-
0024627518
-
Inferring decision trees using the minimum description length principle
-
Quinlan, J and Rivest, R, 1989. "Inferring decision trees using the minimum description length principle". Information and Computation 80 227-248.
-
(1989)
Information and Computation
, vol.80
, pp. 227-248
-
-
Quinlan, J.1
Rivest, R.2
-
128
-
-
0001172265
-
Learning logical definitions from relations
-
Quinlan, J, 1990a. "Learning logical definitions from relations". Machine Learning Journal 15(3) 239-266.
-
(1990)
Machine Learning Journal
, vol.15
, Issue.3
, pp. 239-266
-
-
Quinlan, J.1
-
129
-
-
0001286553
-
Probabilistic decision trees
-
Kodratoff, Y and Michalski, R (eds.). Morgan-Kaufmann
-
Quinlan, J, 1990b. "Probabilistic decision trees". In: Machine Learning: An AI Approach vol 3, Kodratoff, Y and Michalski, R (eds.). Morgan-Kaufmann.
-
(1990)
Machine Learning: An AI Approach
, vol.3
-
-
Quinlan, J.1
-
133
-
-
0006033840
-
Incremental learning of concept descriptions: A method and experimental results
-
Hayes, J, Michie, D and Richards, J (eds.), Clarendon Press
-
Reinke, R and Michalski, R, 1988. "Incremental learning of concept descriptions: a method and experimental results". In: Machine Intelligence 11: Logic and the Acquisition of Knowledge Hayes, J, Michie, D and Richards, J (eds.), 263-288. Clarendon Press.
-
(1988)
Machine Intelligence 11: Logic and the Acquisition of Knowledge
, pp. 263-288
-
-
Reinke, R.1
Michalski, R.2
-
134
-
-
0001594860
-
A general framework for induction and a study of selective induction
-
Rendell, L, 1986. "A general framework for induction and a study of selective induction". Machine Learning Journal 1 177-226.
-
(1986)
Machine Learning Journal
, vol.1
, pp. 177-226
-
-
Rendell, L.1
-
135
-
-
84990619681
-
Similarity-based learning and its extensions
-
Rendell, L, 1987a. "Similarity-based learning and its extensions". Computational Intelligence 3(4) 241-266.
-
(1987)
Computational Intelligence
, vol.3
, Issue.4
, pp. 241-266
-
-
Rendell, L.1
-
136
-
-
9944240843
-
Representations and models for concept learning
-
UIUCDCS-R-87-1324, University of Illinois
-
Rendell, L, 1987b. "Representations and models for concept learning". Technical Report, UIUCDCS-R-87-1324, University of Illinois.
-
(1987)
Technical Report
-
-
Rendell, L.1
-
137
-
-
0010687816
-
More robust concept learning using dynamically variable bias
-
Langley, P (ed.), Morgan-Kaufmann
-
Rendell, L, Seshu, R and Tcheng, D, 1987. "More robust concept learning using dynamically variable bias". In: Proceedings 4th International Workshop on Machine Learning. Langley, P (ed.), 66-78. Morgan-Kaufmann.
-
(1987)
Proceedings 4th International Workshop on Machine Learning
, pp. 66-78
-
-
Rendell, L.1
Seshu, R.2
Tcheng, D.3
-
139
-
-
1442267080
-
Learning decision lists
-
Rivest, R, 1987. "Learning decision lists". Machine Learning Journal 2 229-246.
-
(1987)
Machine Learning Journal
, vol.2
, pp. 229-246
-
-
Rivest, R.1
-
141
-
-
9944234541
-
An SE-tree based characterisation of the induction problem
-
Amherst, MA
-
Rymon, R, 1993. "An SE-tree based characterisation of the induction problem". Proceedings Machine Learning Conference Amherst, MA.
-
(1993)
Proceedings Machine Learning Conference
-
-
Rymon, R.1
-
142
-
-
0026154509
-
A survey of decision tree classifier methodology
-
May/June
-
Safavian, S and Landgrebe, D, 1991. "A survey of decision tree classifier methodology". IEEE Transactions on Systems, Man and Cybernetics 21(3) May/June, 660-674.
-
(1991)
IEEE Transactions on Systems, Man and Cybernetics
, vol.21
, Issue.3
, pp. 660-674
-
-
Safavian, S.1
Landgrebe, D.2
-
145
-
-
85031797664
-
When does overfitting decrease prediction accuracy in induced decision trees and rule sets
-
Kodratoff, Y (ed.), Springer-Verlag
-
Scharfer, C, 1991. "When does overfitting decrease prediction accuracy in induced decision trees and rule sets". In: Proceedings EWSL91 - European Working Session on Learning Kodratoff, Y (ed.), 192-205. Springer-Verlag.
-
(1991)
Proceedings EWSL91 - European Working Session on Learning
, pp. 192-205
-
-
Scharfer, C.1
-
146
-
-
0001872293
-
Beyond incremental processing: Tracking concept drift
-
Philadelphia, PA, Morgan-Kaufmann
-
Schlimmer, JC and Granger, RH, 1986a. "Beyond incremental processing: tracking concept drift". Proceedings 5th National Conference on AI Philadelphia, PA, 496-501. Morgan-Kaufmann.
-
(1986)
Proceedings 5th National Conference on AI
, pp. 496-501
-
-
Schlimmer, J.C.1
Granger, R.H.2
-
151
-
-
85148544338
-
Incremental learning of rules and meta-rules
-
Porter, B and Mooney, R (eds.)
-
Schoenauer, M and Sebag, M, 1990. "Incremental learning of rules and meta-rules". In: Proceedings 7th International Conference on Machine Learning Porter, B and Mooney, R (eds.), 49-57.
-
(1990)
Proceedings 7th International Conference on Machine Learning
, pp. 49-57
-
-
Schoenauer, M.1
Sebag, M.2
-
152
-
-
85033321049
-
Learning by successive approximations
-
Diday, E and Lechevallier, Y (eds.), Nova Science
-
Sebag, M and Schoenauer, M, 1991a. "Learning by successive approximations". Proceedings Symbolic-Numeric Data Analysis and Learning Diday, E and Lechevallier, Y (eds.), 215-230. Nova Science.
-
(1991)
Proceedings Symbolic-Numeric Data Analysis and Learning
, pp. 215-230
-
-
Sebag, M.1
Schoenauer, M.2
-
154
-
-
9744232799
-
Solving the parity problem
-
Marik, K (ed.), Pitman
-
Seshu, R, 1989. "Solving the parity problem". In: Proceedings EWSL89, 4th European Working Session on Learning Marik, K (ed.), 263-271. Pitman.
-
(1989)
Proceedings EWSL89, 4th European Working Session on Learning
, pp. 263-271
-
-
Seshu, R.1
-
156
-
-
0025508354
-
Entropy nets: From decision trees to neural networks
-
Sethi, I, 1990. "Entropy nets: from decision trees to neural networks". Proceedings of the IEEE 78(10) 1605-1613.
-
(1990)
Proceedings of the IEEE
, vol.78
, Issue.10
, pp. 1605-1613
-
-
Sethi, I.1
-
157
-
-
85023504190
-
Decision tree performance enhancement using an artificial neural network implementation
-
Sethi, I and Jain, A (eds.), Elsevier
-
Sethi, I, 1991. "Decision tree performance enhancement using an artificial neural network implementation". In: Artificial Neural Networks and Statistical Pattern Recognition: Old and New Connections Sethi, I and Jain, A (eds.), 71-88. Elsevier.
-
(1991)
Artificial Neural Networks and Statistical Pattern Recognition: Old and New Connections
, pp. 71-88
-
-
Sethi, I.1
-
159
-
-
0346425929
-
General aspects of machine learning
-
Shavlik, J and Dietterich, T (eds.), Morgan-Kaufmann
-
Shavlik, J and Dietterich, T, 1990. "General aspects of machine learning". In: Readings in Machine Learning Shavlik, J and Dietterich, T (eds.), 1-10. Morgan-Kaufmann.
-
(1990)
Readings in Machine Learning
, pp. 1-10
-
-
Shavlik, J.1
Dietterich, T.2
-
160
-
-
0027002163
-
Complementary discrimination learning with decision lists
-
July, AAAI/MIT Press
-
Shen, W, 1992. "Complementary discrimination learning with decision lists". Proceedings 10th National Conference on AI July, 153-158. AAAI/MIT Press.
-
(1992)
Proceedings 10th National Conference on AI
, pp. 153-158
-
-
Shen, W.1
-
161
-
-
9944230995
-
ICAS: An incremental concept acquisition system using attribute-based description
-
July
-
Shifu, C, Bin, C and Jingui, P, 1992. "ICAS: an incremental concept acquisition system using attribute-based description". Journal of Computer Science and Technology 7(3) July, 284-288.
-
(1992)
Journal of Computer Science and Technology
, vol.7
, Issue.3
, pp. 284-288
-
-
Shifu, C.1
Bin, C.2
Jingui, P.3
-
162
-
-
38249014667
-
Nonparametric classification using matched binary decision trees
-
February
-
Shlien, S, 1992. "Nonparametric classification using matched binary decision trees". Pattern Recognition Letters 13(2) February, 83-87.
-
(1992)
Pattern Recognition Letters
, vol.13
, Issue.2
, pp. 83-87
-
-
Shlien, S.1
-
164
-
-
0028400141
-
Towards a technology and a science of machine learning
-
March
-
Sleeman, D, 1994. "Towards a technology and a science of machine learning". AI Communications - European Journal on AI 7(1) March, 29-38.
-
(1994)
AI Communications - European Journal on AI
, vol.7
, Issue.1
, pp. 29-38
-
-
Sleeman, D.1
-
168
-
-
0346959434
-
Lazy explanation-based learning: A solution to the intractable theory problem
-
Morgan-Kaufmann
-
Tadepalli, P, 1989. "Lazy explanation-based learning: a solution to the intractable theory problem". Proceedings 11th International Joint Conference on AI vol 1, 694-700. Morgan-Kaufmann.
-
(1989)
Proceedings 11th International Joint Conference on AI
, vol.1
, pp. 694-700
-
-
Tadepalli, P.1
-
169
-
-
85158070179
-
Two case studies in cost-sensitive concept acquisition
-
AAAI/MIT Press
-
Tan, M and Schlimmer, J, 1990. "Two case studies in cost-sensitive concept acquisition". Proceedings 8th National Conference on AI vol 2. AAAI/MIT Press.
-
(1990)
Proceedings 8th National Conference on AI
, vol.2
-
-
Tan, M.1
Schlimmer, J.2
-
170
-
-
0003539213
-
The Monk's problems: A performance comparison of different learning algorithms
-
Carnegie Mellon University, CMU-CS-91-197
-
Thrun, S, Bala, J, Bloedorn, E, Bratko, I, Cestnik, B, Cheng, J, De Jong, K, Džeroski, S, Fahlman, S, Fisher, D, Hamann, R, Kaufman, K, Keller, S, Kononenko, I, Kreuziger, J, Michalski, R, Mitchell, T, Pachowicz, P, Reich, Y, Vafaie, H, Van de Velde, W, Wenzel, W, Wnek, J and Zhang, J, 1991. "The Monk's problems: a performance comparison of different learning algorithms". Technical Report, Carnegie Mellon University, CMU-CS-91-197.
-
(1991)
Technical Report
-
-
Thrun, S.1
Bala, J.2
Bloedorn, E.3
Bratko, I.4
Cestnik, B.5
Cheng, J.6
De Jong, K.7
Džeroski, S.8
Fahlman, S.9
Fisher, D.10
Hamann, R.11
Kaufman, K.12
Keller, S.13
Kononenko, I.14
Kreuziger, J.15
Michalski, R.16
Mitchell, T.17
Pachowicz, P.18
Reich, Y.19
Vafaie, H.20
Van De Velde, W.21
Wenzel, W.22
Wnek, J.23
Zhang, J.24
more..
-
171
-
-
0026971897
-
Using symbolic learning to improve knowledge-based neural networks
-
MIT/AAAI Press
-
Towell, G and Shavlik, J, 1992. "Using symbolic learning to improve knowledge-based neural networks". Proceedings 10th National Conference on AI 177-182. MIT/AAAI Press.
-
(1992)
Proceedings 10th National Conference on AI
, pp. 177-182
-
-
Towell, G.1
Shavlik, J.2
-
172
-
-
0042655434
-
Refining symbolic knowledge using neural networks
-
Michalski, R and Tecuci, G (eds.), Morgan-Kaufmann
-
Towell, G and Shavlik, J, 1994. "Refining symbolic knowledge using neural networks". In: Machine Learning: A Multistrategy Approach Michalski, R and Tecuci, G (eds.), vol 4. Morgan-Kaufmann.
-
(1994)
Machine Learning: A Multistrategy Approach
, vol.4
-
-
Towell, G.1
Shavlik, J.2
-
175
-
-
85156269514
-
Perceptron trees: A case study in hybrid representations
-
Morgan-Kaufmann
-
Utgoff, P, 1988b. "Perceptron trees: a case study in hybrid representations". Proceedings 7th National Conference on AI. 601-606. Morgan-Kaufmann.
-
(1988)
Proceedings 7th National Conference on AI
, pp. 601-606
-
-
Utgoff, P.1
-
176
-
-
77952642202
-
Incremental induction of decision trees
-
Utgoff, P, 1989a. "Incremental induction of decision trees". Machine Learning Journal 4 161-186.
-
(1989)
Machine Learning Journal
, vol.4
, pp. 161-186
-
-
Utgoff, P.1
-
177
-
-
84935583922
-
Improved training via incremental learning
-
Segre, A (ed.), Morgan-Kaufmann
-
Utgoff, P, 1989b. "Improved training via incremental learning". In: Proceedings 6th International Workshop on Machine Learning Segre, A (ed.), 362-365. Morgan-Kaufmann.
-
(1989)
Proceedings 6th International Workshop on Machine Learning
, pp. 362-365
-
-
Utgoff, P.1
-
178
-
-
85152888693
-
An Incremental method for finding multivariate splits for decision trees
-
Porter, B and Mooney, R (eds.)
-
Utgoff, P and Brodley, C, 1990. "An Incremental method for finding multivariate splits for decision trees". In: Proceedings 7th International Conference on Machine Learning Porter, B and Mooney, R (eds.), 58-65.
-
(1990)
Proceedings 7th International Conference on Machine Learning
, pp. 58-65
-
-
Utgoff, P.1
Brodley, C.2
-
179
-
-
0003448318
-
Decision tree induction based on efficient tree restructuring
-
Department Computer Science, University of Massachusetts, Amherst, MA
-
Utgoff, P, 1995. "Decision tree induction based on efficient tree restructuring". Technical Report 95-18, Department Computer Science, University of Massachusetts, Amherst, MA.
-
(1995)
Technical Report 95-18
-
-
Utgoff, P.1
-
180
-
-
0039271793
-
Improving a rule induction system using genetic algorithms
-
Michalski, R and Tecuci, G (eds.), Morgan-Kaufmann
-
Vafaie, H and De Jong, K, 1994. "Improving a rule induction system using genetic algorithms". In: Machine Learning: A Multistrategy Approach vol 4, Michalski, R and Tecuci, G (eds.), 453-469, Morgan-Kaufmann.
-
(1994)
Machine Learning: A Multistrategy Approach
, vol.4
, pp. 453-469
-
-
Vafaie, H.1
De Jong, K.2
-
181
-
-
0009353257
-
Some recent human-computer discoveries in science and what accounts for them
-
Valdes-Perez, R, 1995. "Some recent human-computer discoveries in science and what accounts for them". AI Magazine 16(3) 37-44.
-
(1995)
AI Magazine
, vol.16
, Issue.3
, pp. 37-44
-
-
Valdes-Perez, R.1
-
182
-
-
0030103309
-
Computer-science research on scientific discovery
-
Valdes-Perez, R, 1996. "Computer-science research on scientific discovery". The Knowledge Engineering Review 11(1) 57-66.
-
(1996)
The Knowledge Engineering Review
, vol.11
, Issue.1
, pp. 57-66
-
-
Valdes-Perez, R.1
-
183
-
-
0021518106
-
A theory of the learnable
-
Valiant, L, 1984. "A theory of the learnable". Communications of the ACM 27(11) 1134-1142.
-
(1984)
Communications of the ACM
, vol.27
, Issue.11
, pp. 1134-1142
-
-
Valiant, L.1
-
184
-
-
9944228210
-
IDL, or taming the multiplexor
-
Morik, K (ed.), Pitman
-
Van de Velde, W, 1989. "IDL, or taming the multiplexor". In: EWSL89 - Proceedings 4th European Working Session on Learning Morik, K (ed.), 211-225. Pitman.
-
(1989)
EWSL89 - Proceedings 4th European Working Session on Learning
, pp. 211-225
-
-
Van De Velde, W.1
-
187
-
-
0026366781
-
Learning by discovering problem solving heuristics through experience
-
December
-
Wang, W and Chen, J, 1991. "Learning by discovering problem solving heuristics through experience". IEEE Transactions on Knowledge and Data Engineering 3(4) December, 415-419.
-
(1991)
IEEE Transactions on Knowledge and Data Engineering
, vol.3
, Issue.4
, pp. 415-419
-
-
Wang, W.1
Chen, J.2
-
188
-
-
0342928260
-
Guiding constructive induction for incremental learning from examples
-
McDermott, J (ed.). Morgan-Kaufmann
-
Watanabe, L and Elio, R, 1987. "Guiding constructive induction for incremental learning from examples". In: Proceedings 10th International Joint Conference on AI McDermott, J (ed.). Morgan-Kaufmann.
-
(1987)
Proceedings 10th International Joint Conference on AI
-
-
Watanabe, L.1
Elio, R.2
-
192
-
-
0028443213
-
Bias in information-based measures in decision tree induction
-
White, A and Liu, W, 1994. "Bias in information-based measures in decision tree induction". Machine Learning Journal 15 321-329.
-
(1994)
Machine Learning Journal
, vol.15
, pp. 321-329
-
-
White, A.1
Liu, W.2
-
195
-
-
0141952589
-
Comparing symbolic and subsymbolic learning: Three studies
-
Michalski, R and Tecuci, G (eds.), Morgan-Kaufmann
-
Wnek, J and Michalski, R, 1994. "Comparing symbolic and subsymbolic learning: three studies". In: Machine Learning: A Multistrategy Approach Michalski, R and Tecuci, G (eds.), vol 4. Morgan-Kaufmann.
-
(1994)
Machine Learning: A Multistrategy Approach
, vol.4
-
-
Wnek, J.1
Michalski, R.2
-
196
-
-
0028385414
-
Fuzzy logic, neural networks, and soft computing
-
Zadeh, L, 1994. "Fuzzy logic, neural networks, and soft computing". Communications of the ACM 37(3) 77-84.
-
(1994)
Communications of the ACM
, vol.37
, Issue.3
, pp. 77-84
-
-
Zadeh, L.1
-
197
-
-
0002856251
-
Interactive mining of regularities in databases
-
Piatetsky-Shapiro, G and Frawley, W (eds.). AAAI Press
-
Zytkow, J and Baker, J, 1991. "Interactive mining of regularities in databases". In: Knowledge Discovery in Databases Piatetsky-Shapiro, G and Frawley, W (eds.). AAAI Press.
-
(1991)
Knowledge Discovery in Databases
-
-
Zytkow, J.1
Baker, J.2
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