-
1
-
-
0025725905
-
Instance-based learning algorithms
-
Aha, D. W., Kibler, D. and Albert, M. K. (1991) Instance-based learning algorithms. Mach. Learn 6, 37-66.
-
(1991)
Mach. Learn
, vol.6
, pp. 37-66
-
-
Aha, D.W.1
Kibler, D.2
Albert, M.K.3
-
2
-
-
0027949580
-
Representation of process trends - IV. Induction of real-time patterns from operating data for diagnosis and supervisory control
-
Bakshi, B. R. and Stephanopoulos, G. (1994) Representation of process trends - IV. Induction of real-time patterns from operating data for diagnosis and supervisory control. Computers Chem. Engng 18, 303-332.
-
(1994)
Computers Chem. Engng
, vol.18
, pp. 303-332
-
-
Bakshi, B.R.1
Stephanopoulos, G.2
-
3
-
-
0027676079
-
An integrated neural network/expert system approach for fault diagnosis
-
Becraft, W. R. and Lee, P. L. (1993) An integrated neural network/expert system approach for fault diagnosis. Computers Chem. Engng 17, 1001-1014.
-
(1993)
Computers Chem. Engng
, vol.17
, pp. 1001-1014
-
-
Becraft, W.R.1
Lee, P.L.2
-
4
-
-
0003802343
-
-
Wadsworth, CA
-
Breiman, L., Friedman, J. H., Olshen, R. A. and Stone, C. J. (1984) Classification and Regression Trees. Wadsworth, CA.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
6
-
-
0026171592
-
Process monitoring and diagnosis - A model based approach
-
June
-
Dvorak, D. and Kuipers, B. (1991) Process monitoring and diagnosis - a model based approach. IEEE Expert, 6, June, pp. 67-74.
-
(1991)
IEEE Expert
, vol.6
, pp. 67-74
-
-
Dvorak, D.1
Kuipers, B.2
-
7
-
-
0003420910
-
The cascade-correlation architecture for artificial intelligence
-
Department of Computer Science, Carnegie-Mellon University, Pittsburg, PA
-
Fahlman, S. E. and Lebiere, C. (1990) The cascade-correlation architecture for artificial intelligence. Tech. Report CMU-CS-90-100, Department of Computer Science, Carnegie-Mellon University, Pittsburg, PA.
-
(1990)
Tech. Report CMU-CS-90-100
-
-
Fahlman, S.E.1
Lebiere, C.2
-
9
-
-
0023826979
-
Narrowing diagnostic focus using functional decomposition
-
Finch, F. E. and Kramer, M. A. (1988) Narrowing diagnostic focus using functional decomposition. AIChE J. 34, 25-36.
-
(1988)
AIChE J.
, vol.34
, pp. 25-36
-
-
Finch, F.E.1
Kramer, M.A.2
-
10
-
-
0001522623
-
Experience in the use of an inductive system in knowledge engineering
-
ed. Bramer, Cambridge University Press
-
Hart, A. E. (1985) Experience in the use of an inductive system in knowledge engineering. In Research and Development in Expert Systems, ed. Bramer, Cambridge University Press.
-
(1985)
Research and Development in Expert Systems
-
-
Hart, A.E.1
-
11
-
-
0038385003
-
Fault detection and diagnosis in chemical and petrochemical processes
-
Elsevier
-
Himmelblau, D. M. (1978) Fault detection and diagnosis in chemical and petrochemical processes. Chem. Eng. Monographs, vol. 8. Elsevier.
-
(1978)
Chem. Eng. Monographs
, vol.8
-
-
Himmelblau, D.M.1
-
12
-
-
0025920031
-
Fault diagnosis in complex chemical plants using artificial neural networks
-
Hoskins, J. C., Kaliyur, K. M. and Himmelblau, D. M. (1991) Fault diagnosis in complex chemical plants using artificial neural networks. AIChE J. 37, 137-141.
-
(1991)
AIChE J.
, vol.37
, pp. 137-141
-
-
Hoskins, J.C.1
Kaliyur, K.M.2
Himmelblau, D.M.3
-
13
-
-
0043090708
-
Learning representative exemplars of concepts: An initial case study
-
eds Shavlik, J. W. and Dietterich, T. G. Morgan Kaufman, Los Gatos, CA
-
Kibler, D. and Aha, D. W. (1990) Learning representative exemplars of concepts: An initial case study. In Reading in Machine Learning, eds Shavlik, J. W. and Dietterich, T. G. Morgan Kaufman, Los Gatos, CA.
-
(1990)
Reading in Machine Learning
-
-
Kibler, D.1
Aha, D.W.2
-
14
-
-
0023168007
-
Malfunction diagnosis using quantitative models with non-Boolean reasoning in expert system
-
Kramer, M. A. (1987) Malfunction diagnosis using quantitative models with non-Boolean reasoning in expert system. AIChE J. 33, 130-140.
-
(1987)
AIChE J.
, vol.33
, pp. 130-140
-
-
Kramer, M.A.1
-
15
-
-
0025592836
-
Diagnosis using backpropagation neural networks analysis and criticism
-
Kramer, M. A. and Leonard, J. A. (1991) Diagnosis using backpropagation neural networks analysis and criticism. Computers Chem. Engng 15, 1323-1338.
-
(1991)
Computers Chem. Engng
, vol.15
, pp. 1323-1338
-
-
Kramer, M.A.1
Leonard, J.A.2
-
16
-
-
0002540180
-
Learning to tell two spirals apart
-
eds Touretzky, Hinton and Sejnowski. Morgan Kaufman Publishers, Los Gatos, CA
-
Lang, K. J. and Witbrock, M. J. (1988) Learning to tell two spirals apart. In Proceedings of the Connectionist Models Summer School 1988, eds Touretzky, Hinton and Sejnowski. Morgan Kaufman Publishers, Los Gatos, CA.
-
(1988)
Proceedings of the Connectionist Models Summer School 1988
-
-
Lang, K.J.1
Witbrock, M.J.2
-
17
-
-
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, R. S. (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, 125-161.
-
(1980)
International Journal of Policy Analysis and Information Systems
, vol.4
, pp. 125-161
-
-
Michalski, R.S.1
-
18
-
-
85005299854
-
The multi-purpose incremental learning system AQ15 and its testing application to three medical domains
-
Michalski, R. S., Mozetic, I., Hong, J. and Lavrac, N. (1986) The multi-purpose incremental learning system AQ15 and its testing application to three medical domains. Proceedings of AAAI-86, Philadelphia, PA.
-
(1986)
Proceedings of AAAI-86, Philadelphia, PA
-
-
Michalski, R.S.1
Mozetic, I.2
Hong, J.3
Lavrac, N.4
-
19
-
-
0042589941
-
An empirical comparison of selection methods for decision tree induction
-
Mingers, J. (1989) An empirical comparison of selection methods for decision tree induction. Mach. Learn 3, 261-284.
-
(1989)
Mach. Learn
, vol.3
, pp. 261-284
-
-
Mingers, J.1
-
20
-
-
0000672424
-
Fast learning in networks of locally-tuned processing units
-
Moody, J. and Darken, C. J. (1989) Fast learning in networks of locally-tuned processing units. Neur. Comput. 1, 281-294.
-
(1989)
Neur. Comput.
, vol.1
, pp. 281-294
-
-
Moody, J.1
Darken, C.J.2
-
21
-
-
0024647864
-
Neural computing for numeric-to-symbolic conversion in control systems
-
April, (1989)
-
Passino, K. M., Sartori, M. A. and Antsaklis, P. J. (1989) Neural computing for numeric-to-symbolic conversion in control systems. IEEE Control Syst. Mag., April, pp. 44-51. (1989).
-
(1989)
IEEE Control Syst. Mag.
, pp. 44-51
-
-
Passino, K.M.1
Sartori, M.A.2
Antsaklis, P.J.3
-
22
-
-
0007238274
-
Evaluation of machine learning tools using real manufacturing data
-
Perez, R. A., Hall, L. O., Romaniuk, S. G. and Lilkendey, J. T. (1992) Evaluation of machine learning tools using real manufacturing data. Int. J. of Expert Systems 5, 299-317.
-
(1992)
Int. J. of Expert Systems
, vol.5
, pp. 299-317
-
-
Perez, R.A.1
Hall, L.O.2
Romaniuk, S.G.3
Lilkendey, J.T.4
-
23
-
-
0025412935
-
Diagnostic model processor: Using deep knowledge for process fault diagnosis
-
Petti, T. F., Klein, J. and Dhurjati, P. S. (1990) Diagnostic model processor: using deep knowledge for process fault diagnosis. AIChE J. 36, 565-575.
-
(1990)
AIChE J.
, vol.36
, pp. 565-575
-
-
Petti, T.F.1
Klein, J.2
Dhurjati, P.S.3
-
24
-
-
0002442571
-
Discovering rules by induction from large collection of examples
-
ed. Michie, Edinburgh University Press, Edinburgh
-
Quinlan J. R. (1979) Discovering rules by induction from large collection of examples. In Expert Systems in the Micro Electronic Age ed. Michie, Edinburgh University Press, Edinburgh.
-
(1979)
Expert Systems in the Micro Electronic Age
-
-
Quinlan, J.R.1
-
25
-
-
33744584654
-
Induction of decision trees
-
Quinlan, J. R. (1986) Induction of decision trees. Mach. Learn 1, 81-106.
-
(1986)
Mach. Learn
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
27
-
-
0000600410
-
Decision trees and multi-valued attributes
-
eds Hayes, Michie and Richards, Oxford University Press, Oxford
-
Quinlan J. R. (1988) Decision trees and multi-valued attributes. In Machine Intelligence, Vol. 11, eds Hayes, Michie and Richards, Oxford University Press, Oxford.
-
(1988)
Machine Intelligence
, vol.11
-
-
Quinlan, J.R.1
-
30
-
-
0024627518
-
Inferring decision trees using the minimum description length principle
-
Quinlan, J. R. and Rivest, R. L. (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.R.1
Rivest, R.L.2
-
31
-
-
0027609862
-
Use knowledge-based system programming toolkits to improve plant troubleshooting
-
Ramanathan, P., Kannan, S. and Davis, J. F. (1993) Use knowledge-based system programming toolkits to improve plant troubleshooting. Chem Eng. Progr. 89, 75-84.
-
(1993)
Chem Eng. Progr.
, vol.89
, pp. 75-84
-
-
Ramanathan, P.1
Kannan, S.2
Davis, J.F.3
-
33
-
-
0027626539
-
SC-net: A hybrid connectionist, symbolic system
-
Romaniuk, S. G. and Hall, L. O. (1993) SC-net: a hybrid connectionist, symbolic system. Information Sciences 71, 223-268.
-
(1993)
Information Sciences
, vol.71
, pp. 223-268
-
-
Romaniuk, S.G.1
Hall, L.O.2
-
34
-
-
24044433826
-
-
INNC-90, 71, Paris, France
-
Romaniuk, S. G. and Hall, L. O. (1989) Decision making of credit-worthiness using a fuzzy connectionist model. INNC-90, 71, Paris, France.
-
(1989)
Decision Making of Credit-worthiness Using a Fuzzy Connectionist Model
-
-
Romaniuk, S.G.1
Hall, L.O.2
-
35
-
-
0026820899
-
Continuous process improvement through inductive and analogical learning
-
Saraiva, P. M. and Stephanopoulos, G. (1992) Continuous process improvement through inductive and analogical learning. AIChE J. 38, 161-183.
-
(1992)
AIChE J.
, vol.38
, pp. 161-183
-
-
Saraiva, P.M.1
Stephanopoulos, G.2
-
38
-
-
0027624558
-
Application of artificial neural networks in process fault diagnosis
-
Sorsa, T. and Koivo, H. N. (1993) Application of artificial neural networks in process fault diagnosis. Automatica 29, 843-849.
-
(1993)
Automatica
, vol.29
, pp. 843-849
-
-
Sorsa, T.1
Koivo, H.N.2
-
39
-
-
0025121615
-
Adaptive networks for fault diagnosis and process control
-
Ungar, L. H., A Powell, B. and Kamens, S. N. (1990) Adaptive networks for fault diagnosis and process control. Computers Chem. Engng 14, 561-573.
-
(1990)
Computers Chem. Engng
, vol.14
, pp. 561-573
-
-
Ungar, L.H.1
Powell B, A.2
Kamens, S.N.3
-
41
-
-
0025458937
-
Process fault detection and diagnosis using neural networks - I. Steady state processes
-
Venkatasubramanian, V., Vaidyanathan, R. and Yamamoto, Y. (1990) Process fault detection and diagnosis using neural networks - I. Steady state processes. Computers Chem. Engng 14, 699-712.
-
(1990)
Computers Chem. Engng
, vol.14
, pp. 699-712
-
-
Venkatasubramanian, V.1
Vaidyanathan, R.2
Yamamoto, Y.3
-
42
-
-
0020718716
-
Fault diagnosis in nonlinear chemical processes - I. Theory
-
Watanabe, K. and Himmelblau, D. M. (1983) Fault diagnosis in nonlinear chemical processes - I. Theory . AIChE J. 29, 243-249.
-
(1983)
AIChE J.
, vol.29
, pp. 243-249
-
-
Watanabe, K.1
Himmelblau, D.M.2
-
43
-
-
0020717603
-
Fault diagnosis in nonlinear chemical processes - II. Application to a chemical reactor
-
Watanabe, K. and Himmelblau, D. M. (1983) Fault diagnosis in nonlinear chemical processes - II. Application to a chemical reactor. AIChE J. 29, 250-260.
-
(1983)
AIChE J.
, vol.29
, pp. 250-260
-
-
Watanabe, K.1
Himmelblau, D.M.2
-
44
-
-
0021208671
-
Incipient fault diagnosis of nonlinear processes with multiple causes of faults
-
Watanabe, K. and Himmelblau, D. M. (1983) Incipient fault diagnosis of nonlinear processes with multiple causes of faults. Chem. Eng. Sci. 39, 491
-
(1983)
Chem. Eng. Sci.
, vol.39
, pp. 491
-
-
Watanabe, K.1
Himmelblau, D.M.2
-
45
-
-
0024764296
-
Incipient fault diagnosis of chemical processes via artificial neural networks
-
Watanabe, K., Matsuura, I., Abe, M., Kubota, M. and Himmelblau, D. M. (1989) Incipient fault diagnosis of chemical processes via artificial neural networks. AIChE J. 35, 1803-1812.
-
(1989)
AIChE J.
, vol.35
, pp. 1803-1812
-
-
Watanabe, K.1
Matsuura, I.2
Abe, M.3
Kubota, M.4
Himmelblau, D.M.5
-
46
-
-
0028378733
-
The possible cause and effect graphs (PCEG) model for fault diagnosis - I. Methodology
-
Wilcox, N. A. and M Himmelblau, D. (1994) The possible cause and effect graphs (PCEG) model for fault diagnosis - I. Methodology. Computers Chem. Engng 18, 103-116.
-
(1994)
Computers Chem. Engng
, vol.18
, pp. 103-116
-
-
Wilcox, N.A.1
Himmelblau D, M.2
-
47
-
-
0028377574
-
The possible cause and effect graphs (PCEG) model for fault diagnosis - II. Applications
-
Wilcox, N. A. and Himmelblau, D. M. (1994) The possible cause and effect graphs (PCEG) model for fault diagnosis - II. Applications. Computers Chem. Engng 19, 117-127.
-
(1994)
Computers Chem. Engng
, vol.19
, pp. 117-127
-
-
Wilcox, N.A.1
Himmelblau, D.M.2
-
48
-
-
0026143070
-
Fault diagnosis based on qualitative/quantitative process knowledge
-
Yu, C. and Lee, C. (1991) Fault diagnosis based on qualitative/quantitative process knowledge. AIChE J. 37, 617-628.
-
(1991)
AIChE J.
, vol.37
, pp. 617-628
-
-
Yu, C.1
Lee, C.2
|