-
2
-
-
84945529125
-
AI and machine learning techniques for managing complexity, changes and uncertainties in manufacturing
-
Barcelona, Spain
-
Monostori, L. AI and machine learning techniques for managing complexity, changes and uncertainties in manufacturing. In Proceedings of the 15th Triennial World Congress, Barcelona, Spain, 2002, pp. 119-130.
-
(2002)
Proceedings of the 15th Triennial World Congress
, pp. 119-130
-
-
Monostori, L.1
-
3
-
-
21644464020
-
Machine learning techniques and their applications in manufacturing
-
Pham, D. T. and Afify, A. A. Machine learning techniques and their applications in manufacturing. Proc. Instn Mech. Engrs, Part B: J. Engineering Manufacture, 2005, 219(B5), 395-412.
-
(2005)
Proc. Instn Mech. Engrs, Part B: J. Engineering Manufacture
, vol.219
, Issue.B5
, pp. 395-412
-
-
Pham, D.T.1
Afify, A.A.2
-
4
-
-
0003802343
-
-
(Belmont, Wadsworth)
-
Breiman, L., Friedman, J. H., Olshen, R. A., and Stone, C. J. Classification and regression trees, 1984 (Belmont, Wadsworth).
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
5
-
-
0001857179
-
Learning efficient classification procedures and their application to chess endgames
-
(Eds R. S. Michalski, J. G. Carbonell, and T. M. Mitchell), (Tioga Publishing Co., Palo Alto, CA)
-
Quinlan, J. R. Learning efficient classification procedures and their application to chess endgames. In Machine learning: an artificial intelligence approach (Eds R. S. Michalski, J. G. Carbonell, and T. M. Mitchell), 1983, Vol. I, pp. 463-482 (Tioga Publishing Co., Palo Alto, CA).
-
(1983)
Machine Learning: An Artificial Intelligence Approach
, vol.1
, pp. 463-482
-
-
Quinlan, J.R.1
-
6
-
-
33744584654
-
Induction of decision trees
-
Quinlan, J. R. Induction of decision trees. Mach. Learn., 1986, 1, 81-106.
-
(1986)
Mach. Learn.
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
8
-
-
21644489566
-
-
ISL. (SPSS UK Ltd., Surrey, UK)
-
ISL. Clementine data mining package, 1998 (SPSS UK Ltd., Surrey, UK).
-
(1998)
Clementine Data Mining Package
-
-
-
9
-
-
21644460416
-
Data Mining Tools C5.0
-
RuleQuest. Pty Ltd, 30 Athena Avenue, St Ives NSW 2075, Australia, available from: accessed 1 February
-
RuleQuest. Data Mining Tools C5.0. Pty Ltd, 30 Athena Avenue, St Ives NSW 2075, Australia, available from: http://www.rulequest.com/ see5-info.html, accessed 1 February 2003.
-
(2003)
-
-
-
10
-
-
84897674228
-
SLIQ: A fast scalable classifier for data mining
-
Avignon, France
-
Mehta, M., Agrawal, R., and Rissanen, J. SLIQ: a fast scalable classifier for data mining. In Proceedings of the fifth International Conference on Extending data-base technology, Avignon, France, 1996, pp. 18-32.
-
(1996)
Proceedings of the Fifth International Conference on Extending Data-Base Technology
, pp. 18-32
-
-
Mehta, M.1
Agrawal, R.2
Rissanen, J.3
-
11
-
-
0002139432
-
SPRINT: A scalable parallel classifier for data mining
-
Mumbai (Bombay), India
-
Shafer, J., Agrawal, R., and Mehta, M. SPRINT: a scalable parallel classifier for data mining. In Proceedings of the 22nd International Conference on Very large data bases (VLDB), Mumbai (Bombay), India, 1996, pp. 544-555.
-
(1996)
Proceedings of the 22nd International Conference on Very Large Data Bases (VLDB)
, pp. 544-555
-
-
Shafer, J.1
Agrawal, R.2
Mehta, M.3
-
12
-
-
0002621626
-
PUBLIC: A decision tree classifier that integrates building and pruning
-
New York, USA
-
Rastogi, R. and Shim, K. PUBLIC: a decision tree classifier that integrates building and pruning. In Proceedings of the 24th International Conference on Very large data bases (VLDB), New York, USA, 1998, pp.404-415.
-
(1998)
Proceedings of the 24th International Conference on Very Large Data Bases (VLDB)
, pp. 404-415
-
-
Rastogi, R.1
Shim, K.2
-
13
-
-
0003312474
-
On the quasi-minimal solution of the general covering problem
-
Bled, Yugoslavia, (Switching Circuits)
-
Michalski, R. S. On the quasi-minimal solution of the general covering problem. In Proceedings of the fifth International Symposium on Information processing (FCIP 69), Bled, Yugoslavia, 1969, A3 (Switching Circuits), pp. 125-128.
-
(1969)
Proceedings of the Fifth International Symposium on Information Processing (FCIP 69)
, vol.A3
, pp. 125-128
-
-
Michalski, R.S.1
-
14
-
-
85005299854
-
The multi-purpose incremental learning system AQ15 and its testing application to three medical domains
-
(Morgan Kaufmann, Los Altos, CA)
-
Michalski, R. S., Mozetic, I., Hong, J., and Lavrac, N. The multi-purpose incremental learning system AQ15 and its testing application to three medical domains. American association of artificial intelligence, 1986, pp. 1041-1045 (Morgan Kaufmann, Los Altos, CA).
-
(1986)
American Association of Artificial Intelligence
, pp. 1041-1045
-
-
Michalski, R.S.1
Mozetic, I.2
Hong, J.3
Lavrac, N.4
-
15
-
-
0346269510
-
The AQ19 system for machine learning and pattern discovery: A general description and user guide
-
Reports of the Machine Learning and Inference Laboratory, MLI 01-2, George Mason University, Fairfax, VA, USA
-
Michalski, R. S. and Kaufman, K. A. The AQ19 system for machine learning and pattern discovery: a general description and user guide. Reports of the Machine Learning and Inference Laboratory, MLI 01-2, George Mason University, Fairfax, VA, USA, 2001.
-
(2001)
-
-
Michalski, R.S.1
Kaufman, K.A.2
-
16
-
-
34249966007
-
The CN2 induction algorithm
-
Clark, P. and Niblett, T. The CN2 induction algorithm. Mach. Learn., 1989, 3(4), 261-284.
-
(1989)
Mach. Learn.
, vol.3
, Issue.4
, pp. 261-284
-
-
Clark, P.1
Niblett, T.2
-
17
-
-
85015191605
-
Rule induction with CN2: Some recent improvements
-
Porto, Portugal
-
Clark, P. and Boswell, R. Rule induction with CN2: some recent improvements. In Proceedings of the fifth European Conference on Artificial intelligence, Porto, Portugal, 1991, pp. 151-163.
-
(1991)
Proceedings of the Fifth European Conference on Artificial Intelligence
, pp. 151-163
-
-
Clark, P.1
Boswell, R.2
-
18
-
-
85149612939
-
Fast effective rule induction
-
Lake Tahoe City, California, USA, (Morgan Kaufmann, San Francisco, CA)
-
Cohen, W. W. Fast effective rule induction. In Proceedings of the 12th International Conference on Machine learning, Lake Tahoe City, California, USA, 1995, pp. 115-123 (Morgan Kaufmann, San Francisco, CA).
-
(1995)
Proceedings of the 12th International Conference on Machine Learning
, pp. 115-123
-
-
Cohen, W.W.1
-
19
-
-
0032596610
-
A simple, fast and effective rule learner
-
Menlo Park, CA, (AAAI/MIT Press, Menlo Park, CA)
-
Cohen, W. W. and Singer, Y. A simple, fast and effective rule learner. In Proceedings of the 16th National Conference on Artificial intelligence, Menlo Park, CA, 1999, pp. 335-342 (AAAI/MIT Press, Menlo Park, CA).
-
(1999)
Proceedings of the 16th National Conference on Artificial Intelligence
, pp. 335-342
-
-
Cohen, W.W.1
Singer, Y.2
-
20
-
-
1442267080
-
Learning decision lists
-
Rivest, R. Learning decision lists. Mach. Learn., 1987, 2, 229-246.
-
(1987)
Mach. Learn.
, vol.2
, pp. 229-246
-
-
Rivest, R.1
-
21
-
-
0027705813
-
An algorithm for automatic rule induction
-
Pham, D. T. and Aksoy, M. S. An algorithm for automatic rule induction. Artificial Intelligence in Engineering, 1993, 8(4), 227-282.
-
(1993)
Artificial Intelligence in Engineering
, vol.8
, Issue.4
, pp. 227-282
-
-
Pham, D.T.1
Aksoy, M.S.2
-
22
-
-
0029219033
-
RULES: A simple rule extraction system
-
Pham, D. T. and Aksoy, M. S. RULES: a simple rule extraction system. Expert Syst. Appl., 1995, 8(1), 59-65.
-
(1995)
Expert Syst. Appl.
, vol.8
, Issue.1
, pp. 59-65
-
-
Pham, D.T.1
Aksoy, M.S.2
-
23
-
-
0000919197
-
A new algorithm for inductive learning
-
Pham, D. T. and Aksoy, M. S. A new algorithm for inductive learning. J. Syst. Eng., 1995, 5, 115-122.
-
(1995)
J. Syst. Eng.
, vol.5
, pp. 115-122
-
-
Pham, D.T.1
Aksoy, M.S.2
-
24
-
-
0031190828
-
An efficient algorithm for automatic knowledge acquisition
-
Pham, D. T. and Dimov, S. S. An efficient algorithm for automatic knowledge acquisition. Pattern Recog., 1997, 30(7), 1137-1143.
-
(1997)
Pattern Recog.
, vol.30
, Issue.7
, pp. 1137-1143
-
-
Pham, D.T.1
Dimov, S.S.2
-
26
-
-
0030720136
-
An algorithm for incremental inductive learning
-
Pham, D. T. and Dimov, S. S. An algorithm for incremental inductive learning. Proc. Instn. Mech. Engrs, Part B: J. Engineering Manufacture, 1997, 211, 239-249.
-
(1997)
Proc. Instn. Mech. Engrs, Part B: J. Engineering Manufacture
, vol.211
, pp. 239-249
-
-
Pham, D.T.1
Dimov, S.S.2
-
27
-
-
0347300495
-
RULES-5: A rule induction algorithm for problems involving continuous attributes
-
Pham, D. T., Bigot, S., and Dimov, S. S. RULES-5: a rule induction algorithm for problems involving continuous attributes. Proc. Instn Mech. Engrs, Part C: J. Mechanical Engineering Science, 2003, 217(C12), pp. 1273-1286.
-
(2003)
Proc. Instn Mech. Engrs, Part C: J. Mechanical Engineering Science
, vol.217
, Issue.C12
, pp. 1273-1286
-
-
Pham, D.T.1
Bigot, S.2
Dimov, S.S.3
-
28
-
-
0031698702
-
An approach to concurrent engineering
-
Pham, D. T. and Dimov, S. S. An approach to concurrent engineering. Proc. Instn Mech. Engrs, Part B: J. Engineering Manufacture, 1998, 212(B1), 13-27.
-
(1998)
Proc. Instn Mech. Engrs, Part B: J. Engineering Manufacture
, vol.212
, Issue.B1
, pp. 13-27
-
-
Pham, D.T.1
Dimov, S.S.2
-
29
-
-
28944450069
-
Automated visual inspection of engine valve stem seals
-
Internal Report, University of Wales Cardiff, Cardiff, UK
-
Jennings, N. R. Automated visual inspection of engine valve stem seals. Internal Report, University of Wales Cardiff, Cardiff, UK, 1996.
-
(1996)
-
-
Jennings, N.R.1
-
30
-
-
0025389210
-
Boolean feature discovery in empirical learning
-
Pagallo, G. and Haussler, D. Boolean feature discovery in empirical learning. Mach. Learn., 1990, 3, 71-99.
-
(1990)
Mach. Learn.
, vol.3
, pp. 71-99
-
-
Pagallo, G.1
Haussler, D.2
-
31
-
-
18444393505
-
A unified approach to concept learning
-
PhD Thesis, University of California, Irvine
-
Domingos, P. A unified approach to concept learning. PhD Thesis, University of California, Irvine, 1997.
-
(1997)
-
-
Domingos, P.1
-
32
-
-
0002448383
-
Concept learning and the problem of small disjuncts
-
Detroit, Michigan, USA
-
Holte, R. C., Acker, L. E., and Porter, B. W. Concept learning and the problem of small disjuncts. In Proceedings of the 11th International Joint Conference on Artificial intelligence, Detroit, Michigan, USA, 1989, pp. 813-818.
-
(1989)
Proceedings of the 11th International Joint Conference on Artificial Intelligence
, pp. 813-818
-
-
Holte, R.C.1
Acker, L.E.2
Porter, B.W.3
-
33
-
-
0002128687
-
Learning with rare cases and small disjuncts
-
Lake Tahoe City, California, USA, (Morgan Kaufmann, San Francisco, CA)
-
Weiss, G. M. Learning with rare cases and small disjuncts. In Proceedings of the 12th International Conference on Machine learning, Lake Tahoe City, California, USA, 1995, pp. 558-565 (Morgan Kaufmann, San Francisco, CA).
-
(1995)
Proceedings of the 12th International Conference on Machine Learning
, pp. 558-565
-
-
Weiss, G.M.1
-
34
-
-
0002949285
-
The problem with noise and small disjuncts
-
Madison, Wisconsin, USA, (Morgan Kaufmann, San Francisco, CA)
-
Weiss, G. M. and Hirsh, H. The problem with noise and small disjuncts. In Proceedings of the 15th International Conference on Machine learning, Madison, Wisconsin, USA, 1998, pp. 574-578 (Morgan Kaufmann, San Francisco, CA).
-
(1998)
Proceedings of the 15th International Conference on Machine Learning
, pp. 574-578
-
-
Weiss, G.M.1
Hirsh, H.2
-
35
-
-
0033313124
-
A fuzzy neural network for data mining: Dealing with the problem of small disjuncts
-
Washington, DC
-
Frayman, Y., Ting, K. M., and Wang, L. A fuzzy neural network for data mining: dealing with the problem of small disjuncts. In IEEE International Joint Conference on Neural networks (IJCNN-99), Washington, DC, 1999, 4, pp. 2490-2493.
-
(1999)
IEEE International Joint Conference on Neural Networks (IJCNN-99)
, vol.4
, pp. 2490-2493
-
-
Frayman, Y.1
Ting, K.M.2
Wang, L.3
-
36
-
-
85158138486
-
A quantitative study of small disjuncts
-
Austin, Texas
-
Weiss, G. M. and Hirsh, H. A quantitative study of small disjuncts. In Proceedings of the 17th National Conference on Artificial intelligence, Austin, Texas, 2000, pp. 665-670.
-
(2000)
Proceedings of the 17th National Conference on Artificial Intelligence
, pp. 665-670
-
-
Weiss, G.M.1
Hirsh, H.2
-
37
-
-
2342454349
-
Reduced complexity rule induction
-
Sydney, Australia, (Morgan Kaufmann, San Francisco, CA)
-
Weiss, S. and Indurkhya, N. Reduced complexity rule induction. In Proceedings of the 12th International Joint Conference on Artificial intelligence, Sydney, Australia, 1991 pp. 678-684 (Morgan Kaufmann, San Francisco, CA).
-
(1991)
Proceedings of the 12th International Joint Conference on Artificial Intelligence
, pp. 678-684
-
-
Weiss, S.1
Indurkhya, N.2
-
38
-
-
0024103809
-
PRISM: An algorithm for inducing modular rules
-
Cendrowska, J. PRISM: an algorithm for inducing modular rules. Int. J. Man-Mach Studies, 1987, 27, 349-370.
-
(1987)
Int. J. Man-Mach Studies
, vol.27
, pp. 349-370
-
-
Cendrowska, J.1
-
39
-
-
0011803010
-
Incremental reduced error pruning
-
Amsterdam, The Netherlands
-
Fürnkranz, J. and Widmer, G. Incremental reduced error pruning. In Proceedings of the 11th International Conference on Artificial intelligence, Amsterdam, The Netherlands, 1994, pp. 453-457.
-
(1994)
Proceedings of the 11th International Conference on Artificial Intelligence
, pp. 453-457
-
-
Fürnkranz, J.1
Widmer, G.2
-
41
-
-
0042990921
-
Systematic search for categorical attribute-value data-driven machine learning
-
(Eds C. Rowles, H. Liu, and N. Foo), Melbourne, (World Scientific, Chicago)
-
Webb, G. Systematic search for categorical attribute-value data-driven machine learning. In AI'94-Proceedings of the sixth Australian joint conference on artificial intelligence (Eds C. Rowles, H. Liu, and N. Foo), Melbourne, 1993, pp. 342-347 (World Scientific, Chicago).
-
(1993)
AI'94-Proceedings of the Sixth Australian Joint Conference on Artificial Intelligence
, pp. 342-347
-
-
Webb, G.1
-
42
-
-
0000835392
-
OPUS: An efficient admissible algorithm for unordered search
-
Webb, G. OPUS: an efficient admissible algorithm for unordered search. J. Artif. Intell. Res., 1995, 3, 431-465.
-
(1995)
J. Artif. Intell. Res.
, vol.3
, pp. 431-465
-
-
Webb, G.1
-
43
-
-
28944454174
-
Machine learning as massive search
-
PhD Thesis, Department of Computer Science and Engineering, University of Washington
-
Segal, R. B. Machine learning as massive search. PhD Thesis, Department of Computer Science and Engineering, University of Washington, 1997.
-
(1997)
-
-
Segal, R.B.1
-
44
-
-
0003006556
-
Estimating probabilities: A crucial task in machine learning
-
Stockholm, Sweden, (Pitman, London)
-
Cestnik, B. Estimating probabilities: a crucial task in machine learning. In Proceedings of the Third European Conference on Artificial intelligence (ECAI-90), Stockholm, Sweden, 1990, pp. 147-149 (Pitman, London).
-
(1990)
Proceedings of the Third European Conference on Artificial Intelligence (ECAI-90)
, pp. 147-149
-
-
Cestnik, B.1
-
45
-
-
28944453203
-
Design and analysis of scalable rule induction systems
-
PhD Thesis, University of Wales Cardiff, School of Engineering, Systems Engineering Division, Cardiff, UK
-
Afify, A. A. Design and analysis of scalable rule induction systems. PhD Thesis, University of Wales Cardiff, School of Engineering, Systems Engineering Division, Cardiff, UK, 2004.
-
(2004)
-
-
Afify, A.A.1
-
48
-
-
0031224390
-
Zeta: A global method for discretization of continuous variables
-
Ho, K. M. and Scott, P. D. Zeta: a global method for discretization of continuous variables. IEEE Trans. Knowl. Data Eng., 1997, 9(5), 718-730.
-
(1997)
IEEE Trans. Knowl. Data Eng.
, vol.9
, Issue.5
, pp. 718-730
-
-
Ho, K.M.1
Scott, P.D.2
-
49
-
-
27144536202
-
Optimal multiple intervals discretization of continuous attributes for supervised learning
-
Newport Beach, California, USA, (AAAI Press, Menlo Park, CA)
-
Zighed, D. A., Rakotomalala, R., and Feschet, F. Optimal multiple intervals discretization of continuous attributes for supervised learning. In Proceedings of the Third International Conference on Knowledge discovery and data mining (KDD-97), Newport Beach, California, USA, 1997, pp. 295-298 (AAAI Press, Menlo Park, CA).
-
(1997)
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97)
, pp. 295-298
-
-
Zighed, D.A.1
Rakotomalala, R.2
Feschet, F.3
-
50
-
-
1842641832
-
Making better use of global discretization
-
Madison, Wisconsin, USA
-
Frank, E. and Witten, I. H. Making better use of global discretization. In Proceedings of the 15th International Conference on Machine learning, Madison, Wisconsin, USA, 1998, pp. 152-160.
-
(1998)
Proceedings of the 15th International Conference on Machine Learning
, pp. 152-160
-
-
Frank, E.1
Witten, I.H.2
-
51
-
-
84947714091
-
Multi-interval discretization methods for decision tree learning
-
(Eds A. Amin, D. Dori, P. Pudil, and H. Freeman), (Springer-Verlag, Germany)
-
Trautzsch, S. and Perner, P. Multi-interval discretization methods for decision tree learning. In Advances in pattern recognition (Eds A. Amin, D. Dori, P. Pudil, and H. Freeman), 1998, 1451, pp. 475-482 (Springer-Verlag, Germany).
-
(1998)
Advances in Pattern Recognition
, vol.1451
, pp. 475-482
-
-
Trautzsch, S.1
Perner, P.2
-
52
-
-
22644448960
-
Discretisation of continuous attributes for learning classification rules
-
Kyoto, Japan
-
An, A. and Cercone, N. Discretisation of continuous attributes for learning classification rules. In Proceedings of the Third Pacific-Asia Conference on Knowledge discovery and data mining (PAKDD-99), Kyoto, Japan, 1999, pp. 509-514.
-
(1999)
Proceedings of the Third Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-99)
, pp. 509-514
-
-
An, A.1
Cercone, N.2
-
53
-
-
0023451088
-
Synthesizing statistical knowledge from incomplete mixed-mode data
-
Wong, A. K. C. and Chiu, D. K. Y. Synthesizing statistical knowledge from incomplete mixed-mode data. IEEE Trans. Pattern Anal. Mach. Intell., 1987, 9(6), 796-805.
-
(1987)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.9
, Issue.6
, pp. 796-805
-
-
Wong, A.K.C.1
Chiu, D.K.Y.2
-
54
-
-
0027580356
-
Very simple classification rules perform well on most commonly used data sets
-
Holte, R. C. Very simple classification rules perform well on most commonly used data sets. Mach. Learn., 1993, 11, 63-90.
-
(1993)
Mach. Learn.
, vol.11
, pp. 63-90
-
-
Holte, R.C.1
-
55
-
-
37749034335
-
On changing continuous attributes into ordered discrete attributes
-
Porto, Portugal, (Springer-Verlag, Germany)
-
Catlett, J. On changing continuous attributes into ordered discrete attributes. In Proceedings of the European Working Session on Learning, Porto, Portugal, 1991, pp. 164-178 (Springer-Verlag, Germany).
-
(1991)
Proceedings of the European Working Session on Learning
, pp. 164-178
-
-
Catlett, J.1
-
56
-
-
0002593344
-
Multi-interval discretization of continuous-valued attributes for classification
-
Chambery, France
-
Fayyad, U. M. and Irani, K. B. Multi-interval discretization of continuous-valued attributes for classification. In Proceedings of the 13th International Joint Conference on Artificial intelligence, Chambery, France, 1993, pp. 1022-1027.
-
(1993)
Proceedings of the 13th International Joint Conference on Artificial Intelligence
, pp. 1022-1027
-
-
Fayyad, U.M.1
Irani, K.B.2
-
57
-
-
0003024008
-
On the handling of continuous-valued attributes in decision tree generation
-
Fayyad, U. M. and Irani, K. B. On the handling of continuous-valued attributes in decision tree generation. Mach. Learn., 1992, 8, 87-102.
-
(1992)
Mach. Learn.
, vol.8
, pp. 87-102
-
-
Fayyad, U.M.1
Irani, K.B.2
-
58
-
-
84958088127
-
Efficient agnostic PAC-learning with simple hypotheses
-
New Brunswick, New Jersey, USA
-
Maass, W. Efficient agnostic PAC-learning with simple hypotheses. In Proceedings of the Seventh Annual ACM Conference on Computational learning theory, New Brunswick, New Jersey, USA, 1994, pp. 67-75.
-
(1994)
Proceedings of the Seventh Annual ACM Conference on Computational Learning Theory
, pp. 67-75
-
-
Maass, W.1
-
59
-
-
85013576689
-
Theory and application of agnostic PAC-learning with small decision trees
-
Lake Tahoe City, California, USA, (Morgan Kaufmann, San Francisco, CA)
-
Auer, P., Holte, R. C., and Maass, W. Theory and application of agnostic PAC-learning with small decision trees. In Proceedings of the 12th International Conference on Machine learning, Lake Tahoe City, California, USA, 1995, pp. 21-29 (Morgan Kaufmann, San Francisco, CA).
-
(1995)
Proceedings of the 12th International Conference on Machine Learning
, pp. 21-29
-
-
Auer, P.1
Holte, R.C.2
Maass, W.3
-
60
-
-
0002435404
-
Efficient algorithms for finding multi-way splits for decision trees
-
Lake Tahoe City, California, USA, (Morgan Kaufmann, San Francisco CA)
-
Fulton, T., Kasif, S., and Salzberg, S. Efficient algorithms for finding multi-way splits for decision trees. In Proceedings of the 12th International Conference on Machine learning, Lake Tahoe City, California, USA, 1995, pp. 244-251 (Morgan Kaufmann, San Francisco CA).
-
(1995)
Proceedings of the 12th International Conference on Machine Learning
, pp. 244-251
-
-
Fulton, T.1
Kasif, S.2
Salzberg, S.3
-
61
-
-
27344454032
-
On fast and simple algorithms for finding maximal subarrays and applications on computational learning theory
-
(Springer-Verlag, Heidelberg)
-
Birkendorf, A. On fast and simple algorithms for finding maximal subarrays and applications on computational learning theory. In Lecture notes in artificial intelligence, 1997, 1208, pp. 198-209 (Springer-Verlag, Heidelberg).
-
(1997)
Lecture Notes in Artificial Intelligence
, vol.1208
, pp. 198-209
-
-
Birkendorf, A.1
-
62
-
-
0003762036
-
Efficient range partitioning in classification learning
-
PhD Thesis, Department of Computer Science, University of Helsinki, Finland
-
Rousu, J. Efficient range partitioning in classification learning. PhD Thesis, Department of Computer Science, University of Helsinki, Finland, 2001.
-
(2001)
-
-
Rousu, J.1
-
63
-
-
15544389033
-
Technical aspects of data mining
-
PhD Thesis, University of Wales Cardiff, Cardiff, UK
-
Cai, Z. Technical aspects of data mining. PhD Thesis, University of Wales Cardiff, Cardiff, UK, 2001.
-
(2001)
-
-
Cai, Z.1
-
64
-
-
85139983802
-
Supervised and unsupervised discretization of continuous features
-
Lake Tahoe City, California, USA, (Morgan Kaufmann, San Francisco, CA)
-
Dougherty, J., Kohavi, R., and Sahami, M. Supervised and unsupervised discretization of continuous features. In Proceedings of the 12th international Conference on Machine learning, Lake Tahoe City, California, USA, 1995, pp. 194-202 (Morgan Kaufmann, San Francisco, CA).
-
(1995)
Proceedings of the 12th International Conference on Machine Learning
, pp. 194-202
-
-
Dougherty, J.1
Kohavi, R.2
Sahami, M.3
-
65
-
-
0012194788
-
An empirical comparison of discretization methods
-
Aydin, Turkey
-
Ventura, D. and Martinez, T. R. An empirical comparison of discretization methods. In Proceedings of the 10th International Symposium on Computer and information sciences, Aydin, Turkey, 1995, pp. 443-450.
-
(1995)
Proceedings of the 10th International Symposium on Computer and Information Sciences
, pp. 443-450
-
-
Ventura, D.1
Martinez, T.R.2
-
66
-
-
85119615481
-
Error-based and entropybased discretization of continuous features
-
(Eds E. Simondis, U. Fayyad), (AAAI Press, Menlo Park, CA)
-
Kohavi, R. and Sahami, M. Error-based and entropybased discretization of continuous features. In Proceedings of the second International Conference on Knowledge discovery in databases (Eds E. Simondis, U. Fayyad), 1996, pp. 114-119 (AAAI Press, Menlo Park, CA).
-
(1996)
Proceedings of the Second International Conference on Knowledge Discovery in Databases
, pp. 114-119
-
-
Kohavi, R.1
Sahami, M.2
-
67
-
-
0003408496
-
UCI repository of machine learning databases
-
University of California, Department of Information and Computer Science, Irvine, CA, 1998, available from accessed 1 February
-
Blake, C. L. and Merz, C. J. UCI repository of machine learning databases. University of California, Department of Information and Computer Science, Irvine, CA, 1998, available from http://www.ics.uci. edu/~mlearn/MLRepository.html, accessed 1 February 2003.
-
(2003)
-
-
Blake, C.L.1
Merz, C.J.2
|