-
1
-
-
0002591086
-
A network genetic algorithm for concept learning
-
Kaufmann, San Francisco, CA
-
Anglano C, Giordana A, Lo Bello G et al (1997) A network genetic algorithm for concept learning. Proceedings of the 7th international conference on genetic algorithms. Kaufmann, San Francisco, CA, pp 434-441
-
(1997)
Proceedings of the 7th International Conference on Genetic Algorithms
, pp. 434-441
-
-
Anglano, C.1
Giordana, A.2
Lo Bello, G.3
-
2
-
-
85172413460
-
Learning first order logic rules with a genetic algorithm
-
AAAI, Menlo Park, CA
-
Augier S, Venturini G, Kodratoff Y (1995) Learning first order logic rules with a genetic algorithm. Proceedings of the 1st international conference on knowledge discovery and data mining. AAAI, Menlo Park, CA, pp 21-26
-
(1995)
Proceedings of the 1st International Conference on Knowledge Discovery and Data Mining
, pp. 21-26
-
-
Augier, S.1
Venturini, G.2
Kodratoff, Y.3
-
4
-
-
0026860799
-
Robust linear programming discrimination of two linearly inseparable sets
-
Bennett K.P. Mangasarian O.L. 1992 Robust linear programming discrimination of two linearly inseparable sets. Optim Methods Softw 1:23-34
-
(1992)
Optim. Methods Softw.
, vol.1
, pp. 23-34
-
-
Bennett, K.P.1
Mangasarian, O.L.2
-
5
-
-
0005887591
-
Discovering comprehensible classification rules using genetic programming: A case study in a medical domain
-
Orlando, Florida 14-17 July
-
Bojarczuk CC, Lopes HS, Freitas AA (1999) Discovering comprehensible classification rules using genetic programming: A case study in a medical domain. In: Proceedings of the genetic and evolutionary computation conference, Orlando, Florida, 14-17 July, pp 953-958
-
(1999)
Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 953-958
-
-
Bojarczuk, C.C.1
Lopes, H.S.2
Freitas, A.A.3
-
6
-
-
0035247432
-
A comparison of linear genetic programming and neural networks
-
Brameier M, Banzhaf W (2001) A comparison of linear genetic programming and neural networks. IEEE Trans Evol Comput 5(1):17-26
-
(2001)
IEEE Trans. Evol. Comput.
, vol.5
, Issue.1
, pp. 17-26
-
-
Brameier, M.1
Banzhaf, W.2
-
7
-
-
13644271496
-
A learning algorithm for optimal representations of experimental data
-
University of Illinois Urbana-Champaign
-
Breeden JL, Packard NH (1992) A learning algorithm for optimal representations of experimental data. Tech Rep CCSR-92-11, University of Illinois Urbana-Champaign
-
(1992)
Tech. Rep. CCSR-92-11
-
-
Breeden, J.L.1
Packard, N.H.2
-
8
-
-
0006895591
-
An overview of machine learning
-
Carbonell J.G., Michalski R.S., Mitchell T.M. (eds) Tioga, Palo Alto, CA
-
Carbonell JG, Michalski RS, Mitchell TM (1993) An overview of machine learning. In: Carbonell JG, Michalski RS, Mitchell TM (eds) Machine learning, an artificial intelligence approach. Tioga, Palo Alto, CA, pp 3-23
-
(1993)
Machine Learning, an Artificial Intelligence Approach
, pp. 3-23
-
-
Carbonell, J.G.1
Michalski, R.S.2
Mitchell, T.M.3
-
9
-
-
0001294492
-
Cognitive process as a basis for intelligent retrieval systems design
-
Chen H, Dhar V (1991) Cognitive process as a basis for intelligent retrieval systems design. Inf Process Manage 27(5):405-432
-
(1991)
Inf. Process Manage.
, vol.27
, Issue.5
, pp. 405-432
-
-
Chen, H.1
Dhar, V.2
-
10
-
-
0000352692
-
Automatic construction of networks of concepts characterizing document databases
-
Chen H, Lynch KJ (1992) Automatic construction of networks of concepts characterizing document databases. IEEE Trans Syst Man Cybernet 22(5):885-902
-
(1992)
IEEE Trans. Syst. Man Cybernet
, vol.22
, Issue.5
, pp. 885-902
-
-
Chen, H.1
Lynch, K.J.2
-
11
-
-
0002723321
-
Generating, integrating, and activating thesauri for concept-based document retrieval
-
Chen H, Lynch KJ, Basu K et al (1993) Generating, integrating, and activating thesauri for concept-based document retrieval. IEEE EXPERT 8(2):25-34
-
(1993)
IEEE EXPERT
, vol.8
, Issue.2
, pp. 25-34
-
-
Chen, H.1
Lynch, K.J.2
Basu, K.3
-
12
-
-
0030387631
-
Data mining: An overview from database perspective
-
Chen M, Han J, Yu PS (1996) Data mining: An overview from database perspective. IEEE Trans Knowl Data Eng 8(6):866-883
-
(1996)
IEEE Trans. Knowl. Data Eng.
, vol.8
, Issue.6
, pp. 866-883
-
-
Chen, M.1
Han, J.2
Yu, P.S.3
-
13
-
-
2742603563
-
Discovering knowledge in commercial databases using modern heuristic techniques
-
AAAI, Menlo Park, CA
-
De La Iglesia B, Debuse JCW, Rayward-Smith VJ (1996) Discovering knowledge in commercial databases using modern heuristic techniques. In: Proceedings of the 2nd international conference on knowledge discovery and data mining. AAAI, Menlo Park, CA, pp 44-49
-
(1996)
Proceedings of the 2nd International Conference on Knowledge Discovery and Data Mining
, pp. 44-49
-
-
De La Iglesia, B.1
Debuse, J.C.W.2
Rayward-Smith, V.J.3
-
14
-
-
0005844304
-
On simplicity and elegance
-
Delft, Eburon
-
Derkse W (1993) On simplicity and elegance. Delft, Eburon
-
(1993)
-
-
Derkse, W.1
-
17
-
-
0002344899
-
A genetic programming framework for two data mining tasks: Classification and generalized rule induction
-
Kaufmann, San Francisco, CA
-
Freitas AA (1997) A genetic programming framework for two data mining tasks: Classification and generalized rule induction. In: Genetic programming 1997: Proceedings of the 2nd annual conference. Kaufmann, San Francisco, CA, pp 96-101
-
(1997)
Genetic Programming 1997: Proceedings of the 2nd Annual Conference
, pp. 96-101
-
-
Freitas, A.A.1
-
18
-
-
0003731935
-
Semi-supervised support vector machines for unlabeled data classification
-
Computer Sciences Department, University of Wisconsin
-
Fung G, Mangasarian OL (1999) Semi-supervised support vector machines for unlabeled data classification. Tech Rep, Computer Sciences Department, University of Wisconsin
-
(1999)
Tech. Rep.
-
-
Fung, G.1
Mangasarian, O.L.2
-
20
-
-
0003722376
-
Genetic algorithms in search, optimization, and machine learning
-
Addison-Wesley, Reading, MA
-
Goldberg DE (1989) Genetic algorithms in search, optimization, and machine learning. Addison-Wesley, Reading, MA
-
(1989)
-
-
Goldberg, D.E.1
-
21
-
-
0001903624
-
Genetic algorithms with sharing for multimodal function optimization
-
Grefenstette J.J. (ed) Erlbaum, Hillsdale, NJ
-
Goldberg DE, Richardson J (1987) Genetic algorithms with sharing for multimodal function optimization. In: Grefenstette JJ (ed) Genetic algorithms and their applications. Erlbaum, Hillsdale, NJ, pp 41-49
-
(1987)
Genetic Algorithms and Their Applications
, pp. 41-49
-
-
Goldberg, D.E.1
Richardson, J.2
-
22
-
-
0024090683
-
Probabilistic and genetic algorithms for document retrieval
-
Gordon M (1988) Probabilistic and genetic algorithms for document retrieval. Commun ACM 31(10):1208-1218
-
(1988)
Commun. ACM
, vol.31
, Issue.10
-
-
Gordon, M.1
-
23
-
-
0003463297
-
Adaptation in natural and artificial systems
-
MIT Press, Cambridge, MA
-
Holland JH (1975) Adaptation in natural and artificial systems. MIT Press, Cambridge, MA
-
(1975)
-
-
Holland, J.H.1
-
24
-
-
0003901315
-
Data mining: The search for knowledge in databases
-
CWI, Amsterdam
-
Holsheimer M, and Siebes A (1994) Data mining: The search for knowledge in databases. Tech Rep CS-R9406, CWI, Amsterdam
-
(1994)
Tech. Rep. CS-R9406
-
-
Holsheimer, M.1
Siebes, A.2
-
26
-
-
0029359001
-
Selecting fuzzy if-then rules for classification problems using genetic algorithms
-
Ishibuchi H, Nozaki K, Yamamoto N et al (1995) Selecting fuzzy if-then rules for classification problems using genetic algorithms. IEEE Trans Fuzzy Syst 3(3):260-270
-
(1995)
IEEE Trans. Fuzzy Syst.
, vol.3
, Issue.3
, pp. 260-270
-
-
Ishibuchi, H.1
Nozaki, K.2
Yamamoto, N.3
-
27
-
-
0003882343
-
Genetic programming: On programming computers by means of natural selection and genetics
-
MIT Press, Cambridge, MA
-
Koza JR (1992) Genetic programming: On programming computers by means of natural selection and genetics. MIT Press, Cambridge, MA
-
(1992)
-
-
Koza, J.R.1
-
28
-
-
0032683212
-
A multistrategy approach to classification learning in databases
-
Lee CH, Shin DG (1999) A multistrategy approach to classification learning in databases. Data Knowl Eng 31:67-93
-
(1999)
Data Knowl. Eng.
, vol.31
, pp. 67-93
-
-
Lee, C.H.1
Shin, D.G.2
-
29
-
-
85101444608
-
Statistical analysis with missing data
-
Wiley, New York
-
Little RJA, Rubin DB (1987) Statistical analysis with missing data. Wiley, New York
-
(1987)
-
-
Little, R.J.A.1
Rubin, D.B.2
-
31
-
-
0003085879
-
Pattern recognition via linear programming: Theory and applications to medical diagnosis
-
Coleman T.F. et al (eds) SIAM, Philadelphia
-
Mangasarian OL, Setiono R, Wolberg WH (1990) Pattern recognition via linear programming: Theory and applications to medical diagnosis. In: Coleman TF et al (eds) Large-scale numerical optimization. SIAM, Philadelphia, pp 22-30
-
(1990)
Large-scale Numerical Optimization
, pp. 22-30
-
-
Mangasarian, O.L.1
Setiono, R.2
Wolberg, W.H.3
-
32
-
-
0000684645
-
Breast cancer diagnosis and prognosis via linear programming
-
Mangasarian OL, Street WN, Wolberg WH (1995) Breast cancer diagnosis and prognosis via linear programming. Oper Res 43(4):570-577
-
(1995)
Oper. Res.
, vol.43
, Issue.4
, pp. 570-577
-
-
Mangasarian, O.L.1
Street, W.N.2
Wolberg, W.H.3
-
33
-
-
0003046840
-
A theory and methodology of inductive learning
-
Michalski R.S., Carbonell J.G., Mitchell T.M. (eds) Tioga, Palo Alto, CA
-
Michalski RS (1983) A theory and methodology of inductive learning. In: Michalski RS, Carbonell JG, Mitchell TM (eds) Machine learning, an artificial intelligence approach. Tioga, Palo Alto, CA, pp 83-134
-
(1983)
Machine Learning, an Artificial Intelligence Approach
, pp. 83-134
-
-
Michalski, R.S.1
-
34
-
-
0003140039
-
Predictive models for the breeder genetic algorithm: I. Continuous parameter optimization
-
Mühlenbein H, Schlierkamp-Voosen D (1993) Predictive models for the breeder genetic algorithm: I. Continuous parameter optimization. Evol Comput 1(1):2-49
-
(1993)
Evol. Comput.
, vol.1
, Issue.1
, pp. 2-49
-
-
Mühlenbein, H.1
Schlierkamp-Voosen, D.2
-
37
-
-
0005844307
-
Using grammar based genetic programming for data mining of medical knowledge
-
Kaufmann, San Francisco, CA
-
Ngan PS, Wong ML, Leung KS (1998) Using grammar based genetic programming for data mining of medical knowledge. In: Genetic programming 1998: Proceedings of the 3rd annual conference. Kaufmann, San Francisco, CA, pp 304-312
-
(1998)
Genetic Programming 1998: Proceedings of the 3rd Annual Conference
, pp. 304-312
-
-
Ngan, P.S.1
Wong, M.L.2
Leung, K.S.3
-
38
-
-
84901456921
-
Discovering interesting prediction rules with a genetic algorithm
-
Washington, DC, 6-9 July
-
Noda E, Freitas AA, Lopes HS (1999) Discovering interesting prediction rules with a genetic algorithm. In: Proceedings of the congress on evolutionary computation, Washington, DC, 6-9 July, pp 1322-1329
-
(1999)
Proceedings of the Congress on Evolutionary Computation
, pp. 1322-1329
-
-
Noda, E.1
Freitas, A.A.2
Lopes, H.S.3
-
40
-
-
0002877253
-
Discovery, analysis and presentation of strong rules
-
Piatesky-Shapiro G., Frawley W. (eds) AAAI, Menlo Park, CA
-
Piatesky-Shapiro G (1991) Discovery, analysis and presentation of strong rules. In: Piatesky-Shapiro G, Frawley W (eds) Knowledge discovery in databases. AAAI, Menlo Park, CA, pp 229-248
-
(1991)
Knowledge Discovery in Databases
, pp. 229-248
-
-
Piatesky-Shapiro, G.1
-
41
-
-
0004042460
-
Proben1 - A set of neural network benchmark problems and benchmarking rules
-
21/94 Fakultät für Informatik, Universität Karlsruhe, Germany
-
Prechelt L (1994) Proben1 - A set of neural network benchmark problems and benchmarking rules. Tech Rep 21/94, Fakultät für Informatik, Universität Karlsruhe, Germany
-
(1994)
Tech. Rep.
-
-
Prechelt, L.1
-
42
-
-
0029412003
-
Some notes on neural learning algorithm benchmarking
-
Prechelt L (1995) Some notes on neural learning algorithm benchmarking. Neurocomputing 9(3):343-347
-
(1995)
Neurocomputing
, vol.9
, Issue.3
, pp. 343-347
-
-
Prechelt, L.1
-
43
-
-
33744584654
-
Induction of decision trees
-
Quinlan JR (1986) Induction of decision trees. Mach Learn 1: 81-106
-
(1986)
Mach. Learn
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
44
-
-
0003500248
-
C4.5: Programs for machine learning
-
Kaufmann, San Mateo, CA
-
Quinlan JR (1993) C4.5: Programs for machine learning. Kaufmann, San Mateo, CA
-
(1993)
-
-
Quinlan, J.R.1
-
45
-
-
0003921713
-
Co-operation through hierarchical competition in genetic data mining
-
94-09, Edinburgh Parallel Computing Centre, University of Edinburgh, Scotland
-
Radcliffe NJ, Surry PD (1994) Co-operation through hierarchical competition in genetic data mining. Tech Rep 94-09, Edinburgh Parallel Computing Centre, University of Edinburgh, Scotland
-
(1994)
Tech. Rep.
-
-
Radcliffe, N.J.1
Surry, P.D.2
-
46
-
-
0000646059
-
Learning internal representations by error propagation
-
Rumelhart D.E., McClelland J.L. The PDP Res. Group (eds) MIT Press, Cambridge, MA
-
Rumelhart DE, Hinton GE, Williams RJ (1986) Learning internal representations by error propagation. In: Rumelhart DE, McClelland JL, the PDP Res Group (eds) Parallel distributed processing. MIT Press, Cambridge, MA, pp 318-362
-
(1986)
Parallel Distributed Processing
, pp. 318-362
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
47
-
-
84947940077
-
Evolving SQL queries for data mining
-
Yin H., Allinson N., Freeman R., Keane J., Hubbard S. (eds) Lecture notes in computer science vol. 2412 Springer, Berlin Heidelberg New York
-
Salim M, Yao X (2002) Evolving SQL queries for data mining. In: Yin H, Allinson N, Freeman R, Keane J, Hubbard S (eds) Proceedings of the 3rd international conference on intelligent data engineering and automated learning (IDEAL'02). Lecture notes in computer science, vol 2412. Springer, Berlin Heidelberg New York, pp 62-67
-
(2002)
Proceedings of the 3rd International Conference on Intelligent Data Engineering and Automated Learning (IDEAL - 02)
, pp. 62-67
-
-
Salim, M.1
Yao, X.2
-
48
-
-
0029185114
-
Use of a quasi-Newton method in a feedforward neural networks construction algorithm
-
Setiono R, Hui LCK (1995) Use of a quasi-Newton method in a feedforward neural networks construction algorithm. IEEE Trans Neural Net 6(1):273-277
-
(1995)
IEEE Trans. Neural Net
, vol.6
, Issue.1
, pp. 273-277
-
-
Setiono, R.1
Hui, L.C.K.2
-
49
-
-
0003398574
-
Analysis of incomplete multivariate data
-
Chapman and Hall, New York
-
Shafer J (1997) Analysis of incomplete multivariate data. Chapman and Hall, New York
-
(1997)
-
-
Shafer, J.1
-
50
-
-
0041405574
-
The evolutionary pre-processor: Automatic feature extraction for supervised classification using genetic programming
-
Kaufmann, Stanford University, 13-16 July
-
Sherrah JR, Bogner RE, Bouzerdoum A (1997) The evolutionary pre-processor: Automatic feature extraction for supervised classification using genetic programming. In: Proceedings of the 2nd annual genetic programming conference. Kaufmann, Stanford University, 13-16 July, pp 304-312
-
(1997)
Proceedings of the 2nd Annual Genetic Programming Conference
, pp. 304-312
-
-
Sherrah, J.R.1
Bogner, R.E.2
Bouzerdoum, A.3
-
51
-
-
0000190905
-
Searching for diverse, cooperative populations with genetic algorithms
-
Smith RE, Forrest S, Perelson AS (1992) Searching for diverse, cooperative populations with genetic algorithms. Evol Comput 1(2):127-149
-
(1992)
Evol. Comput.
, vol.1
, Issue.2
, pp. 127-149
-
-
Smith, R.E.1
Forrest, S.2
Perelson, A.S.3
-
53
-
-
0003932630
-
Computer systems that learn: Classification and Prediction methods from Statistics, Neural nets, Machine learning, and Expert systems
-
Kaufmann, San Mateo, CA
-
Weiss SM, Kulikowski CA (1991) Computer systems that learn: classification and prediction methods from statistics, neural nets, machine learning, and expert systems. Kaufmann, San Mateo, CA
-
(1991)
-
-
Weiss, S.M.1
Kulikowski, C.A.2
-
54
-
-
0025651706
-
Multisurface method of pattern separation for medical diagnosis applied to breast cancer cytology
-
Wolberg WH, Mangasarian OL (1990) Multisurface method of pattern separation for medical diagnosis applied to breast cancer cytology. Proc Natl Acad Sci 87:9193-9196
-
(1990)
Proc. Natl. Acad. Sci.
, vol.87
, pp. 9193-9196
-
-
Wolberg, W.H.1
Mangasarian, O.L.2
-
55
-
-
0028935859
-
Image analysis and machine learning applied to breast cancer diagnosis and prognosis
-
Wolberg WH, Street WN, Mangasarian OL (1995) Image analysis and machine learning applied to breast cancer diagnosis and prognosis. Anal Quant Cytol Histol 17(2):77-87
-
(1995)
Anal. Quant. Cytol. Histol.
, vol.17
, Issue.2
, pp. 77-87
-
-
Wolberg, W.H.1
Street, W.N.2
Mangasarian, O.L.3
-
56
-
-
0031143030
-
A new evolutionary system for evolving artificial neural networks
-
Yao X, Liu Y (1997) A new evolutionary system for evolving artificial neural networks. IEEE Trans Neural Net 8(3):694-713
-
(1997)
IEEE Trans. Neural Net
, vol.8
, Issue.3
, pp. 694-713
-
-
Yao, X.1
Liu, Y.2
|