-
1
-
-
0028378552
-
Hybrid modeling of yeast production processescombination of a-priori knowledge on different levels of sophistication
-
Schubert J., Simutis R., Dors M., Havlik I., and Lubbert A. Hybrid modeling of yeast production processescombination of a-priori knowledge on different levels of sophistication. Chem. Eng. Technol. 17 1 (1994) 10-20
-
(1994)
Chem. Eng. Technol.
, vol.17
, Issue.1
, pp. 10-20
-
-
Schubert, J.1
Simutis, R.2
Dors, M.3
Havlik, I.4
Lubbert, A.5
-
2
-
-
21444441156
-
The use of hybrid modelling for the optimization of the penicillin fermentation process
-
Preusting H., Noordover J., Simutis R., and Lubbert A. The use of hybrid modelling for the optimization of the penicillin fermentation process. Chimia 50 9 (1996) 416-417
-
(1996)
Chimia
, vol.50
, Issue.9
, pp. 416-417
-
-
Preusting, H.1
Noordover, J.2
Simutis, R.3
Lubbert, A.4
-
3
-
-
0031576723
-
How to increase the performance of models for process optimization and control
-
Simutis R., Oliveira R., Manikowski M., de Azevedo S.F., and Lubbert A. How to increase the performance of models for process optimization and control. J. Biotechnol. 59 1-2 (1997) 73-89
-
(1997)
J. Biotechnol.
, vol.59
, Issue.1-2
, pp. 73-89
-
-
Simutis, R.1
Oliveira, R.2
Manikowski, M.3
de Azevedo, S.F.4
Lubbert, A.5
-
4
-
-
0032071516
-
Understanding and applying the extrapolation properties of serial gray-box models
-
van Can H.J.L., teBraake H.A.B., Dubbelman S., Hellinga C., Luyben K.C.A.M., and Heijnen J.J. Understanding and applying the extrapolation properties of serial gray-box models. AIChE J. 44 5 (1998) 1071-1089
-
(1998)
AIChE J.
, vol.44
, Issue.5
, pp. 1071-1089
-
-
van Can, H.J.L.1
teBraake, H.A.B.2
Dubbelman, S.3
Hellinga, C.4
Luyben, K.C.A.M.5
Heijnen, J.J.6
-
5
-
-
0033231447
-
Mathematical modeling and optimization of cellulase protein production using Trichoderma reesei RL-P37
-
Tholudur A., Ramirez W.F., and McMillan J.D. Mathematical modeling and optimization of cellulase protein production using Trichoderma reesei RL-P37. Biotechnol. Bioeng. 66 1 (1999) 1-16
-
(1999)
Biotechnol. Bioeng.
, vol.66
, Issue.1
, pp. 1-16
-
-
Tholudur, A.1
Ramirez, W.F.2
McMillan, J.D.3
-
6
-
-
0035340794
-
Knowledge based modular networks for process modelling and control
-
Peres J., Oliveira R., and de Azevedo S.F. Knowledge based modular networks for process modelling and control. Comput. Chem. Eng. 25 (2001) 783-791
-
(2001)
Comput. Chem. Eng.
, vol.25
, pp. 783-791
-
-
Peres, J.1
Oliveira, R.2
de Azevedo, S.F.3
-
7
-
-
0026806616
-
A hybrid neural network-1st principles approach to process modeling
-
Psichogios D.C., and Ungar L.H. A hybrid neural network-1st principles approach to process modeling. AIChE J. 38 10 (1992) 1499-1511
-
(1992)
AIChE J.
, vol.38
, Issue.10
, pp. 1499-1511
-
-
Psichogios, D.C.1
Ungar, L.H.2
-
8
-
-
0028484335
-
Modeling chemical processes using prior knowledge and neural networks
-
Thompson M.L., and Kramer M.A. Modeling chemical processes using prior knowledge and neural networks. AIChE J. 40 8 (1994) 1328-1340
-
(1994)
AIChE J.
, vol.40
, Issue.8
, pp. 1328-1340
-
-
Thompson, M.L.1
Kramer, M.A.2
-
9
-
-
0028484517
-
Neural-network contributions in biotechnology
-
Montague G., and Morris J. Neural-network contributions in biotechnology. Trends Biotechnol. 12 8 (1994) 312-324
-
(1994)
Trends Biotechnol.
, vol.12
, Issue.8
, pp. 312-324
-
-
Montague, G.1
Morris, J.2
-
10
-
-
0042261206
-
Hybrid modelling of biochemical processes: a comparison with the conventional approach
-
de Azevedo S.F., Dahm B., and Oliveira F.R. Hybrid modelling of biochemical processes: a comparison with the conventional approach. Comput. Chem. Eng. 21 (1997) S751-S756
-
(1997)
Comput. Chem. Eng.
, vol.21
-
-
de Azevedo, S.F.1
Dahm, B.2
Oliveira, F.R.3
-
11
-
-
0033586406
-
An efficient model development strategy for bioprocesses based on neural networks in macroscopic balances. Part II
-
van Can H.J.L., Braake H.A.B.T., Hellinga C., Luyben K.C.A.M., and Heijnen J.J. An efficient model development strategy for bioprocesses based on neural networks in macroscopic balances. Part II. Biotechnol. Bioeng. 62 6 (1999) 666-680
-
(1999)
Biotechnol. Bioeng.
, vol.62
, Issue.6
, pp. 666-680
-
-
van Can, H.J.L.1
Braake, H.A.B.T.2
Hellinga, C.3
Luyben, K.C.A.M.4
Heijnen, J.J.5
-
12
-
-
0033691089
-
Hybrid modelling of biotechnological processes using neural networks
-
Chen L., Bernard O., Bastin G., and Angelov P. Hybrid modelling of biotechnological processes using neural networks. Control Eng. Pract. 8 7 (2000) 821-827
-
(2000)
Control Eng. Pract.
, vol.8
, Issue.7
, pp. 821-827
-
-
Chen, L.1
Bernard, O.2
Bastin, G.3
Angelov, P.4
-
13
-
-
0035116656
-
Hybrid modelling of anaerobic wastewater treatment processes
-
Karama A., Bernard O., Genovesi A., Dochain D., Benhammou A., and Steyer J.P. Hybrid modelling of anaerobic wastewater treatment processes. Water Sci. Technol. 43 1 (2001) 43-50
-
(2001)
Water Sci. Technol.
, vol.43
, Issue.1
, pp. 43-50
-
-
Karama, A.1
Bernard, O.2
Genovesi, A.3
Dochain, D.4
Benhammou, A.5
Steyer, J.P.6
-
14
-
-
0035024096
-
Hybrid neural modelling of an anaerobic digester with respect to biological constraints
-
Karama A., Bernard O., Gouze J.L., Benhammou A., and Dochain D. Hybrid neural modelling of an anaerobic digester with respect to biological constraints. Water Sci. Technol. 43 7 (2001) 1-8
-
(2001)
Water Sci. Technol.
, vol.43
, Issue.7
, pp. 1-8
-
-
Karama, A.1
Bernard, O.2
Gouze, J.L.3
Benhammou, A.4
Dochain, D.5
-
15
-
-
2342598393
-
On-line tuning of a neural PID controller based on plant hybrid modeling
-
Andr sik A., Msz ros A., and de Azevedo S.F. On-line tuning of a neural PID controller based on plant hybrid modeling. Comput. Chem. Eng. 28 8 (2004) 1499-1509
-
(2004)
Comput. Chem. Eng.
, vol.28
, Issue.8
, pp. 1499-1509
-
-
Andr sik, A.1
Msz ros, A.2
de Azevedo, S.F.3
-
16
-
-
22544465571
-
Modelling and optimization of a recombinant BHK-21 cultivation process using hybrid grey-box systems
-
Teixeira A., Cunha A., Clemente J., Moreira J., Cruz H., Alves P., Carrondo M., and Oliveira R. Modelling and optimization of a recombinant BHK-21 cultivation process using hybrid grey-box systems. J. Biotechnol. 118 3 (2005) 290-303
-
(2005)
J. Biotechnol.
, vol.118
, Issue.3
, pp. 290-303
-
-
Teixeira, A.1
Cunha, A.2
Clemente, J.3
Moreira, J.4
Cruz, H.5
Alves, P.6
Carrondo, M.7
Oliveira, R.8
-
17
-
-
32344451766
-
Bioprocess iterative batch-to-batch optimization based on hybrid parametric/nonparametric models
-
Teixeira A., Clemente J., Cunha A., Carrondo M., and Oliveira R. Bioprocess iterative batch-to-batch optimization based on hybrid parametric/nonparametric models. Biotechnol. Progr. 22 1 (2006) 247-258
-
(2006)
Biotechnol. Progr.
, vol.22
, Issue.1
, pp. 247-258
-
-
Teixeira, A.1
Clemente, J.2
Cunha, A.3
Carrondo, M.4
Oliveira, R.5
-
18
-
-
0022736565
-
Growth of Saccharomyces-cerevisiae is controlled by its limited respiratory capacity formulation and verification of a hypothesis
-
Sonnleitner B., and Kappeli O. Growth of Saccharomyces-cerevisiae is controlled by its limited respiratory capacity formulation and verification of a hypothesis. Biotechnol. Bioeng. 28 6 (1986) 927-937
-
(1986)
Biotechnol. Bioeng.
, vol.28
, Issue.6
, pp. 927-937
-
-
Sonnleitner, B.1
Kappeli, O.2
-
19
-
-
0021831859
-
Mass-culture of escherichia-colimedium development for low and high-density cultivation of escherichia coli-b/r in minimal and complex media
-
Reiling H.E., Laurila H., and Fiechter A. Mass-culture of escherichia-colimedium development for low and high-density cultivation of escherichia coli-b/r in minimal and complex media. J. Biotechnol. 2 3-4 (1985) 191-206
-
(1985)
J. Biotechnol.
, vol.2
, Issue.3-4
, pp. 191-206
-
-
Reiling, H.E.1
Laurila, H.2
Fiechter, A.3
-
20
-
-
0032940453
-
Activated sludge model no.2d, ASM2d
-
Henze M., Gujer W., Mino T., Matsuo T., Wentzel M.C., Marais G.V.R., and Van Loosdrecht M.C.M. Activated sludge model no.2d, ASM2d. Water Sci. Technol. 39 1 (1999) 165-182
-
(1999)
Water Sci. Technol.
, vol.39
, Issue.1
, pp. 165-182
-
-
Henze, M.1
Gujer, W.2
Mino, T.3
Matsuo, T.4
Wentzel, M.C.5
Marais, G.V.R.6
Van Loosdrecht, M.C.M.7
-
22
-
-
0032653792
-
Process identification with multiple neural network models
-
Eikens B., and Karim M.N. Process identification with multiple neural network models. Int. J. Control 72 7-8 (1999) 576-590
-
(1999)
Int. J. Control
, vol.72
, Issue.7-8
, pp. 576-590
-
-
Eikens, B.1
Karim, M.N.2
-
24
-
-
85083224965
-
-
R. Oliveira, J. Peres, S.F. de Azevedo, Hybrid modelling of fermentation processes using artificial neural networks: a study on identification and stability, in: M. Pons, J.F.M. van Impe (Eds.), Computer Applications in Biotechnology 2004, Elsevier, 2005, pp. 195-200 (ISBN: 0-08-044251-X).
-
R. Oliveira, J. Peres, S.F. de Azevedo, Hybrid modelling of fermentation processes using artificial neural networks: a study on identification and stability, in: M. Pons, J.F.M. van Impe (Eds.), Computer Applications in Biotechnology 2004, Elsevier, 2005, pp. 195-200 (ISBN: 0-08-044251-X).
-
-
-
-
25
-
-
85083196763
-
-
J. Peres, R. Oliveira, S.F. de Azevedo, Hybrid modelling of fermentation processes: a study on the use of modular neural networks for modelling cells reaction kinetics, in: M. Pons, J.F.M. van Impe (Eds.), Computer Applications in Biotechnology 2004, Elsevier, 2005, pp. 293-298 (ISBN: 0-08-044251-X).
-
J. Peres, R. Oliveira, S.F. de Azevedo, Hybrid modelling of fermentation processes: a study on the use of modular neural networks for modelling cells reaction kinetics, in: M. Pons, J.F.M. van Impe (Eds.), Computer Applications in Biotechnology 2004, Elsevier, 2005, pp. 293-298 (ISBN: 0-08-044251-X).
-
-
-
-
28
-
-
0032786303
-
Structurally adaptive modular networks for nonstationary environments
-
Ramamurti V., and Ghosh J. Structurally adaptive modular networks for nonstationary environments. IEEE Trans. Neural Network 10 1 (1999) 152-160
-
(1999)
IEEE Trans. Neural Network
, vol.10
, Issue.1
, pp. 152-160
-
-
Ramamurti, V.1
Ghosh, J.2
-
29
-
-
43049156363
-
-
L. Xu, M.I. Jordan, G.E. Hinton, An alternative model for mixture of experts, in: G. Tesauro, D.S. Touretzky, T.K. Leen (Eds.), Advances in Neural Information Processing Systems, vol. 7, MIT Press, 1995, pp. 633-640.
-
L. Xu, M.I. Jordan, G.E. Hinton, An alternative model for mixture of experts, in: G. Tesauro, D.S. Touretzky, T.K. Leen (Eds.), Advances in Neural Information Processing Systems, vol. 7, MIT Press, 1995, pp. 633-640.
-
-
-
-
32
-
-
0000262562
-
Hierarchical mixtures of experts and the EM algorithm
-
Jordan M.I., and Jacobs R.A. Hierarchical mixtures of experts and the EM algorithm. Neural Comput. 6 2 (1994) 181-214
-
(1994)
Neural Comput.
, vol.6
, Issue.2
, pp. 181-214
-
-
Jordan, M.I.1
Jacobs, R.A.2
-
33
-
-
0031272103
-
Mixture of experts regression modeling by deterministic annealing
-
Rao A.V., Miller D., Rose K., and Gersho A. Mixture of experts regression modeling by deterministic annealing. IEEE Trans. Signal Process. 45 11 (1997) 2811-2820
-
(1997)
IEEE Trans. Signal Process.
, vol.45
, Issue.11
, pp. 2811-2820
-
-
Rao, A.V.1
Miller, D.2
Rose, K.3
Gersho, A.4
-
34
-
-
0029617280
-
Convergence results for the EM approach to mixtures of experts architectures
-
Jordan M.I., and Xu L. Convergence results for the EM approach to mixtures of experts architectures. Neural Networks 8 9 (1995) 1409-1431
-
(1995)
Neural Networks
, vol.8
, Issue.9
, pp. 1409-1431
-
-
Jordan, M.I.1
Xu, L.2
-
35
-
-
0027205884
-
A scaled conjugate-gradient algorithm for fast supervised learning
-
Moller M.F. A scaled conjugate-gradient algorithm for fast supervised learning. Neural Networks 6 4 (1993) 525-533
-
(1993)
Neural Networks
, vol.6
, Issue.4
, pp. 525-533
-
-
Moller, M.F.1
-
36
-
-
43049161104
-
-
D.E. Rumelhart, G.E. Hinton, R.J. Williams, Learning internal representations by error propagation, in: D.E. Rumelhart, J.L. McClelland, the PDP Research Group (Eds.), Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Vol. 1: Foundations, MIT Press, Cambridge, MA, 1986, pp. 318-362
-
D.E. Rumelhart, G.E. Hinton, R.J. Williams, Learning internal representations by error propagation, in: D.E. Rumelhart, J.L. McClelland, the PDP Research Group (Eds.), Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Vol. 1: Foundations, MIT Press, Cambridge, MA, 1986, pp. 318-362
-
-
-
-
37
-
-
43049161103
-
-
P. Moerlan, Mixture Models for Unsupervised and Supervised Learning, PhD thesis, Computer Science Department, Swiss Federal Institute of Technology at Lausanne (EPFL), 2000.
-
P. Moerlan, Mixture Models for Unsupervised and Supervised Learning, PhD thesis, Computer Science Department, Swiss Federal Institute of Technology at Lausanne (EPFL), 2000.
-
-
-
-
38
-
-
0000672424
-
Fast learning in networks of locally-tuned processing units
-
Moody J., and Darken C.J. Fast learning in networks of locally-tuned processing units. Neural Comput. 1 (1989) 281-294
-
(1989)
Neural Comput.
, vol.1
, pp. 281-294
-
-
Moody, J.1
Darken, C.J.2
-
39
-
-
0016355478
-
-
H. Akaike, New look at statistical-model identification AC19 (6) (1974) 716-723.
-
H. Akaike, New look at statistical-model identification AC19 (6) (1974) 716-723.
-
-
-
-
40
-
-
0033105287
-
Model selection in neural networks
-
Anders U., and Korn O. Model selection in neural networks. Neural Networks 12 2 (1999) 309-323
-
(1999)
Neural Networks
, vol.12
, Issue.2
, pp. 309-323
-
-
Anders, U.1
Korn, O.2
-
42
-
-
0033568896
-
One slope or two? Detecting statistically significant breaks of slope in geophysical data, with application to fracture scaling relationships
-
Main I.G., Leonard T., Papasouliotis O., Hatton C.G., and Meredith P.G. One slope or two? Detecting statistically significant breaks of slope in geophysical data, with application to fracture scaling relationships. Geophys. Res. Lett. 26 18 (1999) 2801-2804
-
(1999)
Geophys. Res. Lett.
, vol.26
, Issue.18
, pp. 2801-2804
-
-
Main, I.G.1
Leonard, T.2
Papasouliotis, O.3
Hatton, C.G.4
Meredith, P.G.5
-
43
-
-
1942489019
-
A statistical evaluation of a 'stress-forecast' earthquake
-
Seher T., and Main I.G. A statistical evaluation of a 'stress-forecast' earthquake. Geophys. Res. Lett. 157 1 (2004) 187-193
-
(2004)
Geophys. Res. Lett.
, vol.157
, Issue.1
, pp. 187-193
-
-
Seher, T.1
Main, I.G.2
-
44
-
-
0034064689
-
A general definition of metabolic pathways useful for systematic organization and analysis of complex metabolic networks
-
Schuster S., Fell D., and Dandekar T. A general definition of metabolic pathways useful for systematic organization and analysis of complex metabolic networks. Nat. Biotechnol. 18 (2000) 326-332
-
(2000)
Nat. Biotechnol.
, vol.18
, pp. 326-332
-
-
Schuster, S.1
Fell, D.2
Dandekar, T.3
|