Crossref book-chapter
Elsevier
Neural Networks in QSAR and Drug Design (78)
Bibliography

Devillers, J. (1996). Strengths and Weaknesses of the Backpropagation Neural Network in QSAR and QSPR Studies. Neural Networks in QSAR and Drug Design, 1–46.

Authors 1
  1. J. Devillers (first)
References 329 Referenced 40
  1. 10.3109/03639049509048099 / Drug D'ev. Ind. Pharm. / Artificial neural networks: Implications for pharmaceutical sciences by Achanta (1995)
  2. 10.1016/0010-4809(89)90026-8 / Comput. Biomed. Res. / Performance evaluation of medical expert systems using ROC curves by Adlassnig (1989)
  3. {'key': '10.1016/B978-012213815-7/50002-9_bib3', 'series-title': 'An Introduction to Neural Computing', 'author': 'Aleksander', 'year': '1990'} / An Introduction to Neural Computing by Aleksander (1990)
  4. 10.1016/0893-6080(95)00034-W / Neural Networks / Efficacy of modified backpropagation and optimisation methods on a real-world medical problem by Alpsan (1995)
  5. 10.1016/0893-6080(94)90026-4 / Neural Networks / What size network is good for generalization of a specific task of interest? by Amirikian (1994)
  6. {'key': '10.1016/B978-012213815-7/50002-9_bib6', 'first-page': '30', 'article-title': 'Data representation in neural networks', 'author': 'Anderson', 'year': '1990', 'journal-title': 'AI Expert June'} / AI Expert June / Data representation in neural networks by Anderson (1990)
  7. 10.1021/jm00113a022 / J. Med. Chem. / Applications of neural networks in quanti-tative structure-activity relationships of dihydrofolate reductase inhibitors by Andrea (1991)
  8. {'key': '10.1016/B978-012213815-7/50002-9_bib8', 'series-title': 'QSAR: Rational Approaches to the Design of Bioactive Compounds', 'first-page': '209', 'article-title': 'Applications of neural networks in quantitative structure-activity relationships', 'author': 'Andrea', 'year': '1991'} / QSAR: Rational Approaches to the Design of Bioactive Compounds / Applications of neural networks in quantitative structure-activity relationships by Andrea (1991)
  9. 10.1016/0003-2670(94)85026-7 / Anal. Chim. Acta / Neural network approach to qualitative identification of fuels and oils from laser induced fluorescence spectra by Andrews (1994)
  10. 10.1038/348221a0 / Nature / Adaptive optics for array telescopes using neural-network techniques by Angel (1990)
  11. {'key': '10.1016/B978-012213815-7/50002-9_bib11', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Speed improvement of the backpropagation on current-generation workstations', 'author': 'Anguita', 'year': '1993'} / World Congress on Neural Networks / Speed improvement of the backpropagation on current-generation workstations by Anguita (1993)
  12. 10.1248/cpb.39.358 / Chem. Pharm. Bull. / Basic operating characteristics of neural networks when applied to structure-activity studies by Aoyama (1991)
  13. 10.1248/cpb.39.372 / Chem. Pharm. Bull. / Obtaining the correlation indices between drug activity and structural parameters using a neural network by Aoyama (1991)
  14. 10.1248/cpb.39.1222 / Chem. Pharm. Bull. / Reconstruction of weight matrices in neural networks-A method of correlating outputs with inputs by Aoyama (1991)
  15. 10.1021/ci00009a015 / J. Chem. Inf. Comput. Sci. / Neural networks as nonlinear structure-activity relationship analyzers. Useful functions of the partial derivative method in multilayer neural networks by Aoyama (1992)
  16. 10.1021/jm00165a004 / J. Med. Chem. / Neural networks applied to struc-ture-activity relationships by Aoyama (1990)
  17. 10.1021/jm00171a037 / J. Med. Chem. / Neural networks applied to quan-titative structure-activity relationship analysis by Aoyama (1990)
  18. 10.1016/0893-6080(89)90021-X / Neural Networks / A new approach for finding the global minimun of error function of neural networks by Baba (1989)
  19. {'key': '10.1016/B978-012213815-7/50002-9_bib19', 'first-page': '38', 'article-title': 'How to develop neural-network', 'author': 'Bailey', 'year': '1990', 'journal-title': 'AI Expert'} / AI Expert / How to develop neural-network by Bailey (1990)
  20. 10.1021/ci00021a016 / J. Chem. Inf. Comput. Sci. / Correlation between structure and normal boiling points of haloalkanes C1-C4 using neural networks by Balaban (1994)
  21. 10.1016/0893-6080(89)90014-2 / Neural Networks / Neural networks and principal components analysis: Learning from examples without local minima by Baldi (1989)
  22. 10.1016/0893-6080(94)00101-Q / Neural Networks / A connectionist system for learning and recognition of structures: Application to handwritten characters by Basak (1995)
  23. {'key': '10.1016/B978-012213815-7/50002-9_bib23', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Backpropagation with stochastic pre-processing for particle recognition in a Silicon calorimeter', 'author': 'Basti', 'year': '1993'} / World Congress on Neural Networks / Backpropagation with stochastic pre-processing for particle recognition in a Silicon calorimeter by Basti (1993)
  24. {'key': '10.1016/B978-012213815-7/50002-9_bib24', 'series-title': 'Neural Networks for Speech and Sequence Recognition', 'author': 'Bengio', 'year': '1996'} / Neural Networks for Speech and Sequence Recognition by Bengio (1996)
  25. 10.1366/0003702934067928 / Appl. Spectrosc. / Multivariate determination of glucose in whole blood using partial least-squares and artificial neural networks based on mid-infrared spectroscopy by Bhandare (1993)
  26. 10.1016/0098-1354(92)80047-D / Comput. Chem. Engng / Determining model structure for neural models by network stripping by Bhat (1992)
  27. 10.1016/S0893-6080(05)80077-2 / Neural Networks / A learning algorithm for multilayered neural networks based on linear least squares problems by Biegler-König (1993)
  28. 10.1111/j.1365-2133.1994.tb03378.x / British J. Dermatol. / Application of an artificial neural network in epiluminescence microscopy pattern analysis of pigmented skin lesions: A pilot study by Binder (1994)
  29. {'key': '10.1016/B978-012213815-7/50002-9_bib29', 'first-page': '595', 'article-title': 'A new algorithm for learning representations in Boolean neural networks', 'volume': '59', 'author': 'Biswas', 'year': '1990', 'journal-title': 'Current Sci.'} / Current Sci. / A new algorithm for learning representations in Boolean neural networks by Biswas (1990)
  30. {'key': '10.1016/B978-012213815-7/50002-9_bib30', 'first-page': '179', 'article-title': 'Introduction to neural networks', 'volume': '2', 'author': 'Boddy', 'year': '1990', 'journal-title': 'Binary'} / Binary / Introduction to neural networks by Boddy (1990)
  31. 10.1021/ja00025a009 / J. Am. Chem. Soc. / Neural network studies. I. Estimation of the aqueous solubility of organic compounds by Bodor (1991)
  32. 10.1021/ac00029a018 / Anal. Chem. / Optimal minimal neural interpretation of spectra by Borggaard (1992)
  33. 10.1021/cen-v067n017.p024 / Chem. Engng News / Neural network applications in chemistry begin to appear by Borman (1989)
  34. 10.1016/0003-2670(92)85338-7 / Anal. Chim. Acta / Artificial neural networks as a tool for soft-modelling in quantitative analytical chemistry: The prediction of the water content of cheese by Bos (1992)
  35. 10.1039/AN9931800323 / Analyst / Data processing by neural networks in quantitative chemical analysis by Bos (1993)
  36. 10.1016/0893-6080(90)90028-J / Neural Networks / Speaker-independent isolated digit recognition: Multilayer perceptrons vs. dynamic time warping by Bottou (1990)
  37. 10.1016/0893-6080(90)90008-9 / Neural Networks / A comparison of neural network and other pattern recognition approaches to the diagnosis of low back disorders by Bounds (1990)
  38. 10.1007/BF00332918 / Biol. Cyber. / Auto-association by multilayer perceptrons and singular value decomposition by Bourlard (1988)
  39. {'key': '10.1016/B978-012213815-7/50002-9_bib39', 'series-title': "Réseaux Neuronaux: Une Approche Connexionniste de l'Intelligence Artificielle", 'author': 'Bourret', 'year': '1991'} / Réseaux Neuronaux: Une Approche Connexionniste de l'Intelligence Artificielle by Bourret (1991)
  40. 10.1080/10629369308028828 / SAR QSAR Environ. Res. / Neural network classification of mutagens using structural fragment data by Brinn (1993)
  41. {'key': '10.1016/B978-012213815-7/50002-9_bib41', 'series-title': 'Neurofuzzy Adaptive Modelling and Control', 'author': 'Brown', 'year': '1994'} / Neurofuzzy Adaptive Modelling and Control by Brown (1994)
  42. 10.1016/0893-6080(94)90088-4 / Neural Networks / Training neural nets through stochastic minimization by Brunelli (1994)
  43. {'key': '10.1016/B978-012213815-7/50002-9_bib43', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Artificial neural networks for outcome prediction in cancer', 'author': 'Burke', 'year': '1994'} / World Congress on Neural Networks / Artificial neural networks for outcome prediction in cancer by Burke (1994)
  44. 10.1080/10629369408029903 / SAR QSAR Environ. Res. / QSAR models for predicting the acute toxicity of selected organic chemicals with diverse structures to aquatic non-vertebrates and humans by Calleja (1994)
  45. 10.1002/qsar.19930120108 / Quant. Struct.-Act. Relat. / New trends in structure-biodegradability rela-tionship by Cambon (1993)
  46. 10.1016/0893-6080(95)00016-S / Neural Networks / A neural network architecture for noise prediction by Cammarata (1995)
  47. 10.1162/neco.1994.6.4.761 / Neural Comput. / Why some feedforward networks cannot learn some polynomials by Cardell (1994)
  48. {'key': '10.1016/B978-012213815-7/50002-9_bib48', 'volume': 'Vol. I and II', 'author': 'Caudill', 'year': '1992'} by Caudill (1992)
  49. 10.1016/0223-5234(91)90010-K / Eur. J. Med. Chem. / Structure-odor relationships using neural networks by Chastrette (1991)
  50. 10.1080/10629369308028830 / SAR QSAR Environ. Res. / Adapting the structure of a neural network to extract chemical information. Application to structure-odour relationships by Chastrette (1993)
  51. {'key': '10.1016/B978-012213815-7/50002-9_bib51', 'series-title': 'Neural Networks in QSAR and Drug Design', 'first-page': '83', 'article-title': 'Structure-bell-pepper odor relationships for pyrazines and pyridines using neural networks', 'author': 'Chastrette', 'year': '1996'} / Neural Networks in QSAR and Drug Design / Structure-bell-pepper odor relationships for pyrazines and pyridines using neural networks by Chastrette (1996)
  52. 10.1016/0169-7439(94)00012-3 / Chemom. Intell. Lab. Syst. / Application of neural network approach for prediction of some thermochemical properties of alkanes by Cherqaoui (1994)
  53. 10.1039/ft9949002015 / J. Chem. Soc. Faraday Trans. / Use of a neural network to determine the normal boiling points of acyclic ethers perox-ides, acetals and their sulfur analogues by Cherqaoui (1994)
  54. 10.1021/ci00026a009 / J. Chem. Inf. Comput. Sci. / Using back-propagation networks for the estimation of aqueous activity coefficients of aromatic organic compounds by Chow (1995)
  55. 10.1002/qsar.19880070105 / Quant. Struct.-Act. Relat. / Crossvalidation bootstrapping, and partial least squares compared with multiple regression in conven-tional QSAR studies by Cramer (1988)
  56. 10.1038/337129a0 / Nature / The recent excitement about neural networks by Crick (1989)
  57. 10.1016/0898-5529(90)90053-B / Tetrahedron Comput. Methodol. / MSnet: A neural network which classifies mass spectra by Curry (1990)
  58. {'key': '10.1016/B978-012213815-7/50002-9_bib58', 'series-title': 'Des Réseaux de Neurones', 'author': 'Davalo', 'year': '1990'} / Des Réseaux de Neurones by Davalo (1990)
  59. {'key': '10.1016/B978-012213815-7/50002-9_bib59', 'series-title': 'Handbook of Genetic Algorithms', 'author': 'Davis', 'year': '1991'} / Handbook of Genetic Algorithms by Davis (1991)
  60. {'key': '10.1016/B978-012213815-7/50002-9_bib60', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Unsupervised elimination of overtraining by a mutual information criterion', 'author': 'Deco', 'year': '1993'} / World Congress on Neural Networks / Unsupervised elimination of overtraining by a mutual information criterion by Deco (1993)
  61. {'key': '10.1016/B978-012213815-7/50002-9_bib61', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Aspects of generalization and pruning', 'author': 'Depenau', 'year': '1994'} / World Congress on Neural Networks / Aspects of generalization and pruning by Depenau (1994)
  62. {'key': '10.1016/B978-012213815-7/50002-9_bib62', 'series-title': 'Applied Multivariate Analysis in SAR and Environmental Studies', 'first-page': '479', 'article-title': 'Multilayer neural networks applied to structure-activity relationships', 'author': 'de Saint Laumer', 'year': '1991'} / Applied Multivariate Analysis in SAR and Environmental Studies / Multilayer neural networks applied to structure-activity relationships by de Saint Laumer (1991)
  63. 10.1080/10629369308028827 / SAR QSAR Environ. Res. / Neural modelling of the biodegradability of benzene derivatives by Devillers (1993)
  64. {'key': '10.1016/B978-012213815-7/50002-9_bib64', 'series-title': 'Chemometric Methods in Molecular Design', 'first-page': '255', 'article-title': 'Display of multivariate data using non-linear mapping', 'author': 'Devillers', 'year': '1995'} / Chemometric Methods in Molecular Design / Display of multivariate data using non-linear mapping by Devillers (1995)
  65. {'key': '10.1016/B978-012213815-7/50002-9_bib65', 'series-title': 'Genetic Algorithms in Molecular Modeling', 'first-page': '1', 'article-title': 'Genetic algorithms in computer-aided molecular design', 'author': 'Devillers', 'year': '1996'} / Genetic Algorithms in Molecular Modeling / Genetic algorithms in computer-aided molecular design by Devillers (1996)
  66. 10.1080/10629369508234012 / SAR QSAR Environ. Res. / A general QSAR model for predicting the toxicity of organic chemicals to luminescent bacteria (Microtox® Test) by Devillers (1995)
  67. {'key': '10.1016/B978-012213815-7/50002-9_bib67', 'first-page': '257', 'article-title': 'Modeling the biological activity of PAH by neural networks', 'volume': '3', 'author': 'Devillers', 'year': '1993', 'journal-title': 'Poly cyclic Aromatic Compounds'} / Poly cyclic Aromatic Compounds / Modeling the biological activity of PAH by neural networks by Devillers (1993)
  68. {'key': '10.1016/B978-012213815-7/50002-9_bib68', 'series-title': 'Neural Networks in QSAR and Drug Design', 'first-page': '65', 'article-title': 'Use of a backpropagation neural network and autocorrelation descriptors for predicting the biodegradation of organic chemicals', 'author': 'Devillers', 'year': '1996'} / Neural Networks in QSAR and Drug Design / Use of a backpropagation neural network and autocorrelation descriptors for predicting the biodegradation of organic chemicals by Devillers (1996)
  69. {'key': '10.1016/B978-012213815-7/50002-9_bib69', 'series-title': 'Neural Networks in QSAR and Drug Design', 'first-page': '97', 'article-title': 'A neural structure-odor threshold model for chemicals of environmental and industrial concern', 'author': 'Devillers', 'year': '1996'} / Neural Networks in QSAR and Drug Design / A neural structure-odor threshold model for chemicals of environmental and industrial concern by Devillers (1996)
  70. {'key': '10.1016/B978-012213815-7/50002-9_bib70', 'series-title': 'Genetic Algorithms in Molecular Modeling', 'first-page': '303', 'article-title': 'Designing biodegradable molecules from the combined use of a backpropagation neural network and a genetic algorithm', 'author': 'Devillers', 'year': '1996'} / Genetic Algorithms in Molecular Modeling / Designing biodegradable molecules from the combined use of a backpropagation neural network and a genetic algorithm by Devillers (1996)
  71. {'key': '10.1016/B978-012213815-7/50002-9_bib71', 'first-page': '385', 'article-title': 'The stochastic regres-sion analysis as a tool in ecotoxicological QSAR studies', 'volume': '2', 'author': 'Devillers', 'year': '1989', 'journal-title': 'Biomed. Environ. Sci.'} / Biomed. Environ. Sci. / The stochastic regres-sion analysis as a tool in ecotoxicological QSAR studies by Devillers (1989)
  72. {'key': '10.1016/B978-012213815-7/50002-9_bib72', 'series-title': 'Neural Network PC Tools. A Practical Guide', 'first-page': '81', 'article-title': 'Software tools', 'author': 'Dobbins', 'year': '1990'} / Neural Network PC Tools. A Practical Guide / Software tools by Dobbins (1990)
  73. 10.1021/jm00033a015 / Aromatic series. J. Med. Chem. / A nonlinear map of substituent constants for selecting test series and deriving structure-activity relationships. 1 by Domine (1994)
  74. 10.1021/jm00033a016 / Aliphatic series. J. Med. Chem. / A nonlinear map of substituent constants for selecting test series and deriving structure-activity relationships. 2. by Domine (1994)
  75. 10.1080/10629369308028829 / SAR QSAR Environ Res. / Estimating pesti-cide field half-lives from a backpropagation neural network by Domine (1993)
  76. 10.1002/cem.1180070402 / J. Chemometrics / Non-linear mapping for structure-activity and structure-property modelling by Domine (1993)
  77. {'key': '10.1016/B978-012213815-7/50002-9_bib77', 'series-title': 'Neural Networks in QSAR and Drug Design', 'first-page': '47', 'article-title': 'AUTOLOGP versus neural network estimation of n-octanol/water partition coefficients', 'author': 'Domine', 'year': '1996'} / Neural Networks in QSAR and Drug Design / AUTOLOGP versus neural network estimation of n-octanol/water partition coefficients by Domine (1996)
  78. {'key': '10.1016/B978-012213815-7/50002-9_bib78', 'series-title': 'Neural Networks in QSAR and Drug Design', 'first-page': '223', 'article-title': 'A new nonlinear neural mapping technique for visual exploration of QSAR data', 'author': 'Domine', 'year': '1996'} / Neural Networks in QSAR and Drug Design / A new nonlinear neural mapping technique for visual exploration of QSAR data by Domine (1996)
  79. {'key': '10.1016/B978-012213815-7/50002-9_bib79', 'series-title': 'World Congress on Neural Networks', 'first-page': 'I-312', 'article-title': 'Three layer network for identifying Cherenkov radiation patterns', 'author': 'Dong', 'year': '1993'} / World Congress on Neural Networks / Three layer network for identifying Cherenkov radiation patterns by Dong (1993)
  80. 10.1021/ci00013a007 / J. Chem. Inf. Comput. Sci. / Neural networks and 13C NMR shift prediction by Doucet (1993)
  81. {'key': '10.1016/B978-012213815-7/50002-9_bib81', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Self-training neural network for generalization and data reduction', 'author': 'Dow', 'year': '1993'} / World Congress on Neural Networks / Self-training neural network for generalization and data reduction by Dow (1993)
  82. {'key': '10.1016/B978-012213815-7/50002-9_bib82', 'series-title': 'Readings in Fuzzy Sets for Intelligent Systems', 'author': 'Dubois', 'year': '1993'} / Readings in Fuzzy Sets for Intelligent Systems by Dubois (1993)
  83. 10.1016/S0893-6080(05)80026-7 / Neural Networks / Learning coefficient dependence on training set size by Eaton (1992)
  84. {'key': '10.1016/B978-012213815-7/50002-9_bib84', 'series-title': 'Neural Network PC Tools. A Practical Guide', 'author': 'Eberhart', 'year': '1990'} / Neural Network PC Tools. A Practical Guide by Eberhart (1990)
  85. {'key': '10.1016/B978-012213815-7/50002-9_bib85', 'series-title': 'Neural Network PC Tools. A Practical Guide', 'first-page': '35', 'article-title': 'Implementations', 'author': 'Eberhart', 'year': '1990'} / Neural Network PC Tools. A Practical Guide / Implementations by Eberhart (1990)
  86. {'key': '10.1016/B978-012213815-7/50002-9_bib86', 'series-title': 'Neural Network PC Tools. A Practical Guide', 'first-page': '59', 'article-title': 'Systems considerations', 'author': 'Eberhart', 'year': '1990'} / Neural Network PC Tools. A Practical Guide / Systems considerations by Eberhart (1990)
  87. {'key': '10.1016/B978-012213815-7/50002-9_bib87', 'series-title': 'Neural Network PC Tools. A Practical Guide', 'first-page': '161', 'article-title': 'Performance metrics', 'author': 'Eberhart', 'year': '1990'} / Neural Network PC Tools. A Practical Guide / Performance metrics by Eberhart (1990)
  88. {'key': '10.1016/B978-012213815-7/50002-9_bib88', 'series-title': 'An Introduction to the Bootstrap', 'author': 'Efron', 'year': '1993'} / An Introduction to the Bootstrap by Efron (1993)
  89. 10.1021/ci00020a032 / J. Chem. Inf. Comput. Sci. / Prediction of boiling points and crit-ical temperatures of industrially important organic compounds from molecular struc-ture by Egolf (1994)
  90. 10.1121/1.395916 / J. Acoust. Soc. Am. / Learning the hidden structure of speech by Elman (1988)
  91. 10.1016/0898-5529(90)90050-I / Tetrahedron Comput. Methodol. / Applications of neural networks in chemistry. 2. A general connectivity representation for the prediction of regiochemistry by Elrod (1990)
  92. {'key': '10.1016/B978-012213815-7/50002-9_bib92', 'article-title': 'An Empirical Study of Learning Speed in Backpropagation Networks', 'author': 'Fahlman', 'year': '1988'} / An Empirical Study of Learning Speed in Backpropagation Networks by Fahlman (1988)
  93. 10.1016/S0893-6080(05)80122-4 / Neural Networks / Improving model selection by nonconvergent methods by Finnoff (1993)
  94. {'key': '10.1016/B978-012213815-7/50002-9_bib94', 'series-title': 'Toward a New Philosophy of Machine Intelligence', 'first-page': '288', 'article-title': 'Evolutionary Computation', 'author': 'Fogel', 'year': '1995'} / Toward a New Philosophy of Machine Intelligence / Evolutionary Computation by Fogel (1995)
  95. 10.1126/science.8346439 / Science / Genetic algorithms: Principles of natural selection applied to computation by Forrest (1993)
  96. {'key': '10.1016/B978-012213815-7/50002-9_bib96', 'series-title': 'Simulating Neural Networks with Mathematica', 'author': 'Freeman', 'year': '1994'} / Simulating Neural Networks with Mathematica by Freeman (1994)
  97. 10.1016/0893-6080(89)90003-8 / Neural Networks / On the approximate realization of continuous mappings by neural networks by Funahashi (1989)
  98. {'key': '10.1016/B978-012213815-7/50002-9_bib98', 'series-title': 'Intelligent Systems for Finance and Business', 'first-page': '73', 'article-title': 'Neural networks for data-driven marketing', 'author': 'Furness', 'year': '1995'} / Intelligent Systems for Finance and Business / Neural networks for data-driven marketing by Furness (1995)
  99. 10.1021/ci00020a017 / J. Chem. Inf. Comput. Sci. / Neural network-graph theory approach to the prediction of the physical properties of organic compounds by Gakh (1994)
  100. 10.1016/0893-6080(91)90071-C / Neural Networks / On the relations between discriminant analysis and multilayer perceptrons by Gallinari (1991)
  101. {'key': '10.1016/B978-012213815-7/50002-9_bib101', 'series-title': 'World Congress on Neural Networks', 'first-page': 'II-477', 'article-title': 'Use of layered neural nets as a display method for n-dimensional distributions', 'author': 'Garrido', 'year': '1993'} / World Congress on Neural Networks / Use of layered neural nets as a display method for n-dimensional distributions by Garrido (1993)
  102. 10.1016/0893-6080(94)00071-S / Neural Networks / Neural networks that learn to predict proba-bilities: Global models of nuclear stability and decay by Gernoth (1995)
  103. 10.1016/S0960-894X(01)80903-3 / Bioorg. Med. Chem. Lett. / Quantitative structure-activity relationship studies of aromatic and heteroaromatic nitro compounds using neural network by Ghoshal (1993)
  104. {'key': '10.1016/B978-012213815-7/50002-9_bib104', 'series-title': 'Genetic Algorithms in Search, Optimization & Machine Learning', 'author': 'Goldberg', 'year': '1989'} / Genetic Algorithms in Search, Optimization & Machine Learning by Goldberg (1989)
  105. 10.1021/jm00056a002 / J. Med. Chem. / Structure-activity relationships from molecular similarity matrices by Good (1993)
  106. {'key': '10.1016/B978-012213815-7/50002-9_bib106', 'series-title': 'Intelligent Systems for Finance and Business', 'first-page': '1', 'article-title': 'Intelligent systems for finance and business: An overview', 'author': 'Goonatilake', 'year': '1995'} / Intelligent Systems for Finance and Business / Intelligent systems for finance and business: An overview by Goonatilake (1995)
  107. {'key': '10.1016/B978-012213815-7/50002-9_bib107', 'series-title': 'Intelligent Hybrid Systems', 'first-page': '1', 'article-title': 'Intelligent hybrid systems: Issues, classifications and future directions', 'author': 'Goonatilake', 'year': '1995'} / Intelligent Hybrid Systems / Intelligent hybrid systems: Issues, classifications and future directions by Goonatilake (1995)
  108. 10.1016/0893-6080(88)90023-8 / Neural Networks / Analysis of hidden units in a layered network trained to classify sonar targets by Gorman (1988)
  109. 10.1016/0893-6080(88)90021-4 / Neural Networks / Nonlinear neural networks: Principles mechanisms, and archi-tectures by Grossberg (1988)
  110. {'key': '10.1016/B978-012213815-7/50002-9_bib110', 'series-title': 'Intelligent Hybrid Systems', 'first-page': '245', 'article-title': 'Genetic programming of neural networks: Theory and practice', 'author': 'Gruau', 'year': '1995'} / Intelligent Hybrid Systems / Genetic programming of neural networks: Theory and practice by Gruau (1995)
  111. 10.1021/ci00027a018 / J. Chem. Inf. Comput. Sci. / Prediction of Chromatographic retention values (RM) and partition coefficients (log Poct) using a combination of semiempirical self-consistent reactio calculations and neural networks by Grunenberg (1995)
  112. {'key': '10.1016/B978-012213815-7/50002-9_bib112', 'first-page': '519', 'article-title': "Les applications de l'intelligence artificielle à la gestion des réseaux de distribution", 'volume': '11', 'author': 'Guillon', 'year': '1991', 'journal-title': "T.S.M.-L'Eau"} / T.S.M.-L'Eau / Les applications de l'intelligence artificielle à la gestion des réseaux de distribution by Guillon (1991)
  113. 10.1007/BF02512528 / Med. Biol. Eng. Comput. / Artificial neural networks in computer-assisted classification of heart sounds in patients with porcine bioprosthetic valves by Guo (1994)
  114. {'key': '10.1016/B978-012213815-7/50002-9_bib114', 'series-title': 'Multivariate Data Analysis with Readings', 'author': 'Hair', 'year': '1992'} / Multivariate Data Analysis with Readings by Hair (1992)
  115. {'key': '10.1016/B978-012213815-7/50002-9_bib115', 'series-title': 'Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference', 'first-page': '164', 'article-title': 'Artificial neural networks for nonlinear projection and exploratory data analysis', 'author': 'Hamad', 'year': '1995'} / Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference / Artificial neural networks for nonlinear projection and exploratory data analysis by Hamad (1995)
  116. {'key': '10.1016/B978-012213815-7/50002-9_bib116', 'series-title': 'An Introduction to Neural and Electronic Networks', 'first-page': '335', 'article-title': 'A digital VLSI architecture for real-world applications', 'author': 'Hammerstrom', 'year': '1995'} / An Introduction to Neural and Electronic Networks / A digital VLSI architecture for real-world applications by Hammerstrom (1995)
  117. 10.1148/radiology.143.1.7063747 / Radiology / The meaning and use of the area under a receiver operating characteristic (ROC) curve by Hanley (1982)
  118. 10.1148/radiology.148.3.6878708 / Radiology / A method of comparing the areas under receiver operating characteristic curves derived from the same cases by Hanley (1983)
  119. 10.1021/jm00269a004 / J. Med. Chem. / Strategy in drug design. Cluster analysis as an aid in the selection of substituents by Hansch (1973)
  120. 10.1109/34.58871 / IEEE Trans. Pattern Anal. Machine Intell / Neural network ensembles by Hansen (1990)
  121. {'key': '10.1016/B978-012213815-7/50002-9_bib121', 'series-title': 'Proceedings of the Third International Conference on Genetic Algorithms', 'first-page': '360', 'article-title': 'Towards the genetic synthesis of neuralnetworks', 'author': 'Harp', 'year': '1989'} / Proceedings of the Third International Conference on Genetic Algorithms / Towards the genetic synthesis of neuralnetworks by Harp (1989)
  122. 10.1021/ac00078a007 / Anal. Chem. / Temperature-constrained backpropagation neural networks by Harrington (1994)
  123. 10.1039/an9931800347 / Analyst / Neural network based recogni-tion of flow injection patterns by Hartnett (1993)
  124. {'key': '10.1016/B978-012213815-7/50002-9_bib124', 'first-page': '54', 'article-title': 'Integrating neural nets and expert systems', 'author': 'Hillman', 'year': '1990', 'journal-title': 'AI Exper'} / AI Exper / Integrating neural nets and expert systems by Hillman (1990)
  125. 10.1016/0893-6080(91)90032-Z / Neural Networks / Back-propagation algorithm which varies the number of hidden units by Hirose (1991)
  126. 10.1007/BF00125375 / J. Comp. Aided Mol. Des. / Quantitative structure-activity relationships by neural networks and inductive logic programming. I. The inhibition of dihydrofolate reductase by pyrimidines by Hirst (1994)
  127. 10.1007/BF00125376 / J. Comp. Aided Mol. Des. / Quantitative structure-activity relationships by neural networks and inductive logic programming. II. The inhibition of dihydrofolate reductase by triazines by Hirst (1994)
  128. 10.1021/bi00147a001 / Biochemistry / Prediction of structural and functional features of protein and nucleic acid sequences by artificial neural networks by Hirst (1992)
  129. 10.1016/0098-1354(92)80056-F / Comput. Chem. Engng / PLS/neural networks by Holcomb (1992)
  130. 10.1073/pnas.79.8.2554 / Proc. Natl Acad. Sci. USA / Neural networks and physical systems with emergent collective computational abilities by Hopfield (1982)
  131. 10.1016/0893-6080(91)90009-T / Neural Networks / Approximation capabilities of multilayer feedforward networks by Hornik (1991)
  132. 10.1016/0893-6080(89)90020-8 / Neural Networks / Multilayer feedforward networks are universal approximators by Hornik (1989)
  133. 10.1016/0893-6080(90)90005-6 / Neural Networks / Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks by Hornik (1990)
  134. 10.1162/neco.1994.6.6.1262 / Neural Comput. / Degree of approximation results for feedforward networks approximating unknown mappings and their deriv-atives by Hornik (1994)
  135. 10.1006/cbmr.1995.1022 / Comput. Biomed. Res. / A neural network approach for the determination of interhospital transport mode by Hosseini-Nezhad (1995)
  136. {'key': '10.1016/B978-012213815-7/50002-9_bib136', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Improving the convergence of backpropagation using fuzzy logic control', 'author': 'Hu', 'year': '1993'} / World Congress on Neural Networks / Improving the convergence of backpropagation using fuzzy logic control by Hu (1993)
  137. 10.1016/0893-6080(94)90001-9 / Neural Networks / Improving back propagation with a new error function by Humpert (1994)
  138. 10.1016/0893-6080(95)00030-4 / Neural Networks / Selective training of feedforward artificial neural networks using matrix perturbation theory by Hunt (1995)
  139. 10.1080/10629369308028823 / SAR QSAR Environ. Res. / How to see characteristics of structural para-meters in QSAR analysis: Descriptor mapping using neural networks by Ichikawa (1993)
  140. 10.1016/0893-6080(91)90075-G / Neural Networks / Representation of functions by superpositions of a step or sigmoid function and their applications to neural network theory by Ito (1991)
  141. 10.1016/0893-6080(91)90060-I / Neural Networks / Approximation of functions on a compact set by finite sums of a sigmoid function without scaling by Ito (1991)
  142. 10.1016/S0893-6080(05)80009-7 / Neural Networks / Approximation of continuous functions on Rd by linear combinations of shifted rotations of a sigmoid function with and without scaling by Ito (1992)
  143. 10.1162/neco.1994.6.6.1233 / Neural Comput. / Approximation capability of layered neural networks with sigmoid units on two layers by Ito (1994)
  144. 10.1016/0893-6080(88)90003-2 / Neural Networks / Increased rates of convergence through learning rate adaptation by Jacobs (1988)
  145. {'key': '10.1016/B978-012213815-7/50002-9_bib145', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Adaptive learning rate for increasing learning speed in backpropagation networks', 'author': 'Janakiraman', 'year': '1993'} / World Congress on Neural Networks / Adaptive learning rate for increasing learning speed in backpropagation networks by Janakiraman (1993)
  146. {'key': '10.1016/B978-012213815-7/50002-9_bib146', 'series-title': 'Les Réseaux de Neurones. Principes et Définitions', 'author': 'Jodouin', 'year': '1994'} / Les Réseaux de Neurones. Principes et Définitions by Jodouin (1994)
  147. 10.1007/BF01411373 / Neural Comput. Applic. / Genetic algorithms and their applications to the design of neural networks by Jones (1993)
  148. 10.1021/ci00025a035 / J. Chem. Inf. Comput. Sci. / The application of neural networks in conformational analysis. 1. Prediction of minimum and maximum interatomic distances by Jordan (1995)
  149. {'key': '10.1016/B978-012213815-7/50002-9_bib149', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Improving generalization performance by entropy maximization', 'author': 'Kamimura', 'year': '1994'} / World Congress on Neural Networks / Improving generalization performance by entropy maximization by Kamimura (1994)
  150. {'key': '10.1016/B978-012213815-7/50002-9_bib150', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Weight decay as a process of redundancy reduction', 'author': 'Kamimura', 'year': '1994'} / World Congress on Neural Networks / Weight decay as a process of redundancy reduction by Kamimura (1994)
  151. {'key': '10.1016/B978-012213815-7/50002-9_bib151', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Tuning of learning rate and momentum on back-propagation', 'author': 'Kamiyama', 'year': '1993'} / World Congress on Neural Networks / Tuning of learning rate and momentum on back-propagation by Kamiyama (1993)
  152. {'key': '10.1016/B978-012213815-7/50002-9_bib152', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Constrained learning: A new approach to pattern classification using feedforward networks', 'author': 'Karras', 'year': '1993'} / World Congress on Neural Networks / Constrained learning: A new approach to pattern classification using feedforward networks by Karras (1993)
  153. 10.1016/0893-6080(94)90043-4 / Neural Networks / Davidon least squares-based learning algorithm for feedforward neural networks by Kasparian (1994)
  154. {'key': '10.1016/B978-012213815-7/50002-9_bib154', 'series-title': 'World Congress on Neural Networks', 'article-title': "Fundamentals of the bootstrap based analysis of neural network's accuracy", 'author': 'Katz', 'year': '1994'} / World Congress on Neural Networks / Fundamentals of the bootstrap based analysis of neural network's accuracy by Katz (1994)
  155. {'key': '10.1016/B978-012213815-7/50002-9_bib155', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Backpropagation algorithm modification reducing number of local minima and convergence time', 'author': 'Kendrick', 'year': '1994'} / World Congress on Neural Networks / Backpropagation algorithm modification reducing number of local minima and convergence time by Kendrick (1994)
  156. {'key': '10.1016/B978-012213815-7/50002-9_bib156', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Neural network based algorithms for rule evaluation & defuzzification in fuzzy logic design', 'author': 'Khan', 'year': '1993'} / World Congress on Neural Networks / Neural network based algorithms for rule evaluation & defuzzification in fuzzy logic design by Khan (1993)
  157. {'key': '10.1016/B978-012213815-7/50002-9_bib157', 'series-title': 'World Congress on Neural Networks', 'article-title': 'A new learning rule for neural process modeling', 'author': 'Kim', 'year': '1993'} / World Congress on Neural Networks / A new learning rule for neural process modeling by Kim (1993)
  158. 10.1007/BF02174529 / Perspect. Drug Discovery Design / New approaches to QSAR: Neural networks and machine learning by King (1993)
  159. 10.1021/ci00020a037 / J. Chem. Inf. Comput. Sci. / A novel algorithm for local minimum escape in backpropagation neural networks: Application to the interpretation of matrix isola-tion infrared spectra by Klawun (1994)
  160. 10.1016/0022-2836(90)90154-E / J. Mol. Biol. / Improvements in protein secondary structure prediction by an enhanced neural network by Kneller (1990)
  161. 10.1016/0893-6080(88)90020-2 / Neural Networks / An introduction to neural computing by Kohonen (1988)
  162. 10.1109/5.58325 / Proc. IEEE / The self-organizing map by Kohonen (1990)
  163. 10.1109/PROC.1979.11435 / Proc. IEEE / The variability and inaccuracy of medical data by Komaroff (1979)
  164. {'key': '10.1016/B978-012213815-7/50002-9_bib164', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Principal components and neural nets', 'author': 'Koutsougeras', 'year': '1994'} / World Congress on Neural Networks / Principal components and neural nets by Koutsougeras (1994)
  165. 10.1016/0098-1354(92)80051-A / Comput. Chem. Engng / Autoassociative neural networks by Kramer (1992)
  166. {'key': '10.1016/B978-012213815-7/50002-9_bib166', 'series-title': 'World Congress on Neural Networks', 'first-page': 'II-248', 'article-title': 'Time delay neural network for small time series data sets', 'author': 'Kreesuradej', 'year': '1994'} / World Congress on Neural Networks / Time delay neural network for small time series data sets by Kreesuradej (1994)
  167. 10.1016/0893-6080(90)90044-L / Neural Networks / A time-delay neural network architecture for isolated word recognition by Lang (1990)
  168. 10.3406/intel.1987.1804 / Modèles Connexionnistes de l'Apprentissage by Le Cun (1987)
  169. 10.1016/0893-6080(93)90005-H / Neural Networks / Learning in neural networks by using tangent planes to constraint surfaces by Lee (1993)
  170. 10.1162/neco.1994.6.5.885 / Neural Comput. / A novel design method for multilayer feedforward neural networks by Lee (1994)
  171. {'key': '10.1016/B978-012213815-7/50002-9_bib171', 'series-title': 'World Congress on Neural Networks', 'article-title': 'On a unified geometrical interpretation of multilayer feedforward networks Part I: The interpretation', 'author': 'Lee', 'year': '1994'} / World Congress on Neural Networks / On a unified geometrical interpretation of multilayer feedforward networks Part I: The interpretation by Lee (1994)
  172. {'key': '10.1016/B978-012213815-7/50002-9_bib172', 'series-title': 'World Congress on Neural Networks', 'article-title': 'On a unified geometrical interpretation of multilayer feedforward networks. Part II: Quantifying mapping nonlinearity', 'author': 'Lee', 'year': '1994'} / World Congress on Neural Networks / On a unified geometrical interpretation of multilayer feedforward networks. Part II: Quantifying mapping nonlinearity by Lee (1994)
  173. {'key': '10.1016/B978-012213815-7/50002-9_bib173', 'series-title': 'Intelligent Systems for Finance and Business', 'first-page': '61', 'article-title': 'Neural networks for credit scoring', 'author': 'Leigh', 'year': '1995'} / Intelligent Systems for Finance and Business / Neural networks for credit scoring by Leigh (1995)
  174. 10.1016/0098-1354(90)87070-6 / Comput. Chem. Engng / Improvement of the backpropagation algor-ithm for training neural networks by Leonard (1990)
  175. {'key': '10.1016/B978-012213815-7/50002-9_bib175', 'series-title': 'Introduction to Neural & Cognitive Modeling', 'author': 'Levine', 'year': '1991'} / Introduction to Neural & Cognitive Modeling by Levine (1991)
  176. {'key': '10.1016/B978-012213815-7/50002-9_bib176', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Principle and methods of structure variation in feedforward neural networks', 'author': 'Liang', 'year': '1994'} / World Congress on Neural Networks / Principle and methods of structure variation in feedforward neural networks by Liang (1994)
  177. {'key': '10.1016/B978-012213815-7/50002-9_bib177', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Dynamic creation of hidden units with selective pruning in backpropagation', 'author': 'Lim', 'year': '1994'} / World Congress on Neural Networks / Dynamic creation of hidden units with selective pruning in backpropagation by Lim (1994)
  178. 10.1016/0168-1656(91)90046-X / J. Biotechnol. / Neural network programming in bioprocess variable estimation and state prediction by Linko (1991)
  179. 10.1109/MASSP.1987.1165576 / IEEE ASSP Mag. / An introduction to computing with neural nets by Lippmann (1987)
  180. 10.1002/qsar.19920110203 / Quant. Struct-Act. Relat. / Application of functional-link net in QSAR. 1. QSAR for activity data given by continuous variate by Liu (1992)
  181. 10.1002/qsar.2660110303 / Quant. Struct.-Act. Relat. / Application of functional-link net in QSAR. 2. QSAR for activity data given by ratings by Liu (1992)
  182. 10.1248/cpb.40.2962 / Chem. Pharm. Bull. / Comparison of the functional-link net and the generalized delta rule net in quantitative structure-activity relationship studies by Liu (1992)
  183. {'key': '10.1016/B978-012213815-7/50002-9_bib183', 'series-title': 'Neural Networks in QSAR and Drug Design', 'first-page': '157', 'article-title': 'Multivariate data display using neural networks', 'author': 'Livingstone', 'year': '1996'} / Neural Networks in QSAR and Drug Design / Multivariate data display using neural networks by Livingstone (1996)
  184. 10.1016/0263-7855(91)85008-M / J. Mol. Graphics / Novel method for the display of multivariate data using neural networks by Livingstone (1991)
  185. 10.1021/jm00061a023 / J. Med. Chem. / Statistics using neural networks: Chance effects by Livingstone (1993)
  186. 10.1016/S0960-894X(01)81067-2 / Bioorg. Med. Chem. Lett. / Regression analysis for QSAR using neural networks by Livingstone (1992)
  187. {'key': '10.1016/B978-012213815-7/50002-9_bib187', 'series-title': 'Molecular Similarity in Drug Design', 'first-page': '187', 'article-title': 'Neural networks in the search for similarity and structure-activity', 'author': 'Livingstone', 'year': '1995'} / Molecular Similarity in Drug Design / Neural networks in the search for similarity and structure-activity by Livingstone (1995)
  188. 10.1016/0167-7799(94)90047-7 / TIBTECH / Using measurement data in bioprocess model-ling and control by Lübbert (1994)
  189. 10.1056/NEJM197102252840805 / New Engl. J. Med. / Decision-making studies in patient management by Lusted (1971)
  190. 10.1126/science.171.3977.1217 / Science / Signal detectability and medical decision-making. Signal detectability studies help radiologists evaluate equipment systems and performance of assistants by Lusted (1971)
  191. {'key': '10.1016/B978-012213815-7/50002-9_bib191', 'series-title': 'Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference', 'first-page': '116', 'article-title': 'Investigations into the use of wavelet transformations as input into neural networks for condition monitoring', 'author': 'MacIntyre', 'year': '1995'} / Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference / Investigations into the use of wavelet transformations as input into neural networks for condition monitoring by MacIntyre (1995)
  192. {'key': '10.1016/B978-012213815-7/50002-9_bib192', 'series-title': 'Neural Networks in QSAR and Drug Design', 'first-page': '255', 'article-title': 'Combining fuzzy clustering and neural networks to predict protein structural classes', 'author': 'Maggiora', 'year': '1996'} / Neural Networks in QSAR and Drug Design / Combining fuzzy clustering and neural networks to predict protein structural classes by Maggiora (1996)
  193. {'key': '10.1016/B978-012213815-7/50002-9_bib193', 'series-title': 'World Congress on Neural Networks', 'article-title': 'A new fuzzy perceptron classifier', 'author': 'Maillard', 'year': '1993'} / World Congress on Neural Networks / A new fuzzy perceptron classifier by Maillard (1993)
  194. {'key': '10.1016/B978-012213815-7/50002-9_bib194', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Learning the sigmoid slopes to increase the convergence speed of the multilayer perceptron', 'author': 'Maillard', 'year': '1994'} / World Congress on Neural Networks / Learning the sigmoid slopes to increase the convergence speed of the multilayer perceptron by Maillard (1994)
  195. 10.1021/jm00048a012 / J. Med. Chem. / Analysis of linear and nonlinear QSAR data using neural networks by Manallack (1994)
  196. {'key': '10.1016/B978-012213815-7/50002-9_bib196', 'series-title': 'Neural Networks in QSAR and Drug Design', 'first-page': '177', 'article-title': 'Quantitative structureactivity relationships of nicotinic agonists', 'author': 'Manallack', 'year': '1996'} / Neural Networks in QSAR and Drug Design / Quantitative structureactivity relationships of nicotinic agonists by Manallack (1996)
  197. {'key': '10.1016/B978-012213815-7/50002-9_bib197', 'first-page': '181', 'article-title': 'Artificial neural networks: Application and chance effects for QSAR data analysis', 'volume': '2', 'author': 'Manallack', 'year': '1992', 'journal-title': 'Med. Chem. Res.'} / Med. Chem. Res. / Artificial neural networks: Application and chance effects for QSAR data analysis by Manallack (1992)
  198. 10.1002/qsar.19940130105 / Quant. Struct-Act. Relat. / Limitations of functional-link nets as applied to QSAR data analysis by Manallack (1994)
  199. {'key': '10.1016/B978-012213815-7/50002-9_bib199', 'series-title': 'Advanced Computer-Assisted Techniques in Drug Discovery', 'first-page': '293', 'article-title': 'Neural networks — A tool for drug design', 'author': 'Manallack', 'year': '1994'} / Advanced Computer-Assisted Techniques in Drug Discovery / Neural networks — A tool for drug design by Manallack (1994)
  200. 10.1002/ps.2780450211 / Pestic. Sci. / Relating biological activity to chemical structure using neural networks by Manallack (1995)
  201. {'key': '10.1016/B978-012213815-7/50002-9_bib201', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Pattern recognition using a faster new algorithm for training feed-forward neural networks', 'author': 'Mastriani', 'year': '1994'} / World Congress on Neural Networks / Pattern recognition using a faster new algorithm for training feed-forward neural networks by Mastriani (1994)
  202. {'key': '10.1016/B978-012213815-7/50002-9_bib202', 'series-title': 'Techniques and Applications of Neural Networks', 'first-page': '63', 'article-title': 'Tumour classification using 1H nuclear magnetic resonance spectroscopy, principal component analysis and a neural network', 'author': 'Maxwell', 'year': '1993'} / Techniques and Applications of Neural Networks / Tumour classification using 1H nuclear magnetic resonance spectroscopy, principal component analysis and a neural network by Maxwell (1993)
  203. {'key': '10.1016/B978-012213815-7/50002-9_bib203', 'series-title': 'A Practical Guide to Neural Nets', 'author': 'McCord Nelson', 'year': '1991'} / A Practical Guide to Neural Nets by McCord Nelson (1991)
  204. {'key': '10.1016/B978-012213815-7/50002-9_bib204', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Determining neural network hidden layer size using evolutionary programming', 'author': 'McDonnell', 'year': '1993'} / World Congress on Neural Networks / Determining neural network hidden layer size using evolutionary programming by McDonnell (1993)
  205. 10.1056/NEJM197507312930501 / New Engl. J. Med. / Primer on certain elements of medical decision making by McNeil (1975)
  206. 10.1056/NEJM197507312930502 / New Engl. J. Med. / Measures of clinical efficacy. Cost-effectiveness calculations in the diagnosis and treatment of hypertensive renovascular disease by McNeil (1975)
  207. {'key': '10.1016/B978-012213815-7/50002-9_bib207', 'series-title': 'Fuzzy Logic: A Practical Approach', 'author': 'McNeill', 'year': '1994'} / Fuzzy Logic: A Practical Approach by McNeill (1994)
  208. {'key': '10.1016/B978-012213815-7/50002-9_bib208', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Neural network connections to expert systems', 'author': 'Medsker', 'year': '1994'} / World Congress on Neural Networks / Neural network connections to expert systems by Medsker (1994)
  209. {'key': '10.1016/B978-012213815-7/50002-9_bib209', 'series-title': 'Genetic Algorithms + Data Structures = Evolution Programs', 'author': 'Michalewicz', 'year': '1992'} / Genetic Algorithms + Data Structures = Evolution Programs by Michalewicz (1992)
  210. 10.1007/BF02457822 / Med. Biol. Eng. Comput. / Review of neural network appli-cations in medical imaging and signal processing by Miller (1992)
  211. {'key': '10.1016/B978-012213815-7/50002-9_bib211', 'series-title': 'Proceedings of the Third International Conference on Genetic Algorithms', 'first-page': '379', 'article-title': 'Designing neural networks using genetic algorithms', 'author': 'Miller', 'year': '1989'} / Proceedings of the Third International Conference on Genetic Algorithms / Designing neural networks using genetic algorithms by Miller (1989)
  212. 10.1016/S0893-6080(05)80056-5 / Neural Networks / A scaled conjugate gradient algorithm for fast supervised learning by Møller (1993)
  213. 10.1016/0167-7799(94)90048-5 / TIBTECH / Neural-network contributions in biotechnology by Montague (1994)
  214. {'key': '10.1016/B978-012213815-7/50002-9_bib214', 'series-title': 'Intelligent Hybrid Systems', 'first-page': '85', 'article-title': 'Neural network weight selection using genetic algorithms', 'author': 'Montana', 'year': '1995'} / Intelligent Hybrid Systems / Neural network weight selection using genetic algorithms by Montana (1995)
  215. {'key': '10.1016/B978-012213815-7/50002-9_bib215', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Multilayer neural network for identification of non-linear electromagnetic systems', 'author': 'Morabito', 'year': '1993'} / World Congress on Neural Networks / Multilayer neural network for identification of non-linear electromagnetic systems by Morabito (1993)
  216. {'key': '10.1016/B978-012213815-7/50002-9_bib216', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Plasma shape recognition in a tokamak machine', 'author': 'Morabito', 'year': '1994'} / World Congress on Neural Networks / Plasma shape recognition in a tokamak machine by Morabito (1994)
  217. 10.1016/0893-6080(94)00111-X / Neural Networks / Using neural networks to improve classification: Application to brain maturation by Moreno (1995)
  218. {'key': '10.1016/B978-012213815-7/50002-9_bib218', 'series-title': 'Neural Networks: An Introduction', 'author': 'Müller', 'year': '1995'} / Neural Networks: An Introduction by Müller (1995)
  219. 10.1109/34.295911 / IEEE Trans. Pattern Anal Machine Intell / On the gener-alization ability of neural network classifiers by Musavi (1994)
  220. 10.1016/0022-2836(92)90396-2 / J. Mol. Biol. / Predicting protein secondary structure content. A tandem neural network approach by Muskal (1992)
  221. 10.1016/0893-6080(94)90058-2 / Neural Networks / Toward generating neural network structures for function approximation by Nabhan (1994)
  222. {'key': '10.1016/B978-012213815-7/50002-9_bib222', 'series-title': 'World Congress on Neural Networks', 'article-title': 'On the analysis of pyrolysis mass spectra using artificial neural networks. Individual input scaling leads to rapid learning', 'author': 'Neal', 'year': '1994'} / World Congress on Neural Networks / On the analysis of pyrolysis mass spectra using artificial neural networks. Individual input scaling leads to rapid learning by Neal (1994)
  223. 10.1080/10629369308028824 / SAR QSAR Environ. Res. / Predicting the impact sensitivity of explosive molecules using neuromimetic networks by Nefati (1993)
  224. 10.1038/328107a0 / Nature / A celebration of connectionism by North (1987)
  225. 10.1016/0893-6080(94)90101-5 / Neural Networks / Kick-out learning algorithm to reduce the oscillation of weights by Ochiai (1994)
  226. 10.1142/S0129065789000475 / Int. J. Neural Syst. / Neural networks principal components, and subspaces by Oja (1989)
  227. 10.1016/S0893-6080(05)80089-9 / Neural Networks / Principal components minor components, and linear neural networks by Oja (1992)
  228. 10.1093/nar/19.2.313 / Nucleic Acids Res. / Training back-propagation neural networks to define and detect DNA-binding sites by O'Neill (1991)
  229. 10.1093/nar/20.13.3471 / Nucleic Acids Res. / Escherichia coli promoters: Neural networks develop distinct descriptions in learning to search for promoters of different spacing classes by O'Neill (1992)
  230. {'key': '10.1016/B978-012213815-7/50002-9_bib230', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Neural networks for calibration of unspecific chemical sensors', 'author': 'Otto', 'year': '1993'} / World Congress on Neural Networks / Neural networks for calibration of unspecific chemical sensors by Otto (1993)
  231. 10.1016/0169-7439(94)00022-0 / Chemom. Intell Lab. Syst. / Artificial neural network simulation of 13C NMR shifts for methyl substituted cyclo-hexanes by Panaye (1994)
  232. {'key': '10.1016/B978-012213815-7/50002-9_bib232', 'series-title': 'Adaptive Pattern Recognition and Neural Networks', 'author': 'Pao', 'year': '1989'} / Adaptive Pattern Recognition and Neural Networks by Pao (1989)
  233. {'key': '10.1016/B978-012213815-7/50002-9_bib233', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Mathematical concepts underlying the functionallink approach', 'author': 'Pao', 'year': '1994'} / World Congress on Neural Networks / Mathematical concepts underlying the functionallink approach by Pao (1994)
  234. 10.1109/2.144401 / Computer / Functional-link net computing: Theory system architecture, and functionalities by Pao (1992)
  235. 10.1007/BF02510537 / Med. Biol. Eng. Comput. / Efficient training of neural network models in classification of electromyographic data by Pattichis (1995)
  236. 10.1016/0893-6080(94)00067-V / Neural Networks / An efficient constrained learning algorithm with momentum acceleration by Perantonis (1995)
  237. {'key': '10.1016/B978-012213815-7/50002-9_bib237', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Fuzzy encoding as a preprocessing method for artificial neural networks', 'author': 'Pizzi', 'year': '1994'} / World Congress on Neural Networks / Fuzzy encoding as a preprocessing method for artificial neural networks by Pizzi (1994)
  238. {'key': '10.1016/B978-012213815-7/50002-9_bib238', 'first-page': '561', 'article-title': 'The design of test series and the significance of QSAR relationships', 'volume': 'Vol. 4', 'author': 'Pleiss', 'year': '1990'} / The design of test series and the significance of QSAR relationships by Pleiss (1990)
  239. 10.1016/0098-1354(92)80046-C / Comput. Chem. Engng / Process identi-fication using neural networks by Pollard (1992)
  240. {'key': '10.1016/B978-012213815-7/50002-9_bib240', 'series-title': 'Intelligent Hybrid Systems', 'first-page': '107', 'article-title': 'A unified approach for engineering design', 'author': 'Powell', 'year': '1995'} / Intelligent Hybrid Systems / A unified approach for engineering design by Powell (1995)
  241. {'key': '10.1016/B978-012213815-7/50002-9_bib241', 'series-title': 'Genetic Algorithms in Molecular Modeling', 'first-page': '243', 'article-title': 'Genetic selection of aromatic substituents for designing test series', 'author': 'Putavy', 'year': '1996'} / Genetic Algorithms in Molecular Modeling / Genetic selection of aromatic substituents for designing test series by Putavy (1996)
  242. 10.1016/0022-2836(88)90564-5 / J. Mol. Biol. / Predicting the secondary structure of globular proteins using neural network models by Qian (1988)
  243. 10.1016/0098-1354(92)80055-E / Comput. Chem. Engng / Nonlinear PLS using neural networks by Qin (1992)
  244. {'key': '10.1016/B978-012213815-7/50002-9_bib244', 'series-title': 'Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference', 'first-page': '476', 'article-title': 'Training set selection in neural network applications', 'author': 'Reeves', 'year': '1995'} / Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference / Training set selection in neural network applications by Reeves (1995)
  245. {'key': '10.1016/B978-012213815-7/50002-9_bib245', 'series-title': 'Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference', 'first-page': '242', 'article-title': 'Bias estimation for neural network predictions', 'author': 'Reeve', 'year': '1995'} / Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference / Bias estimation for neural network predictions by Reeve (1995)
  246. {'key': '10.1016/B978-012213815-7/50002-9_bib246', 'series-title': 'Intelligent Systems for Finance and Business', 'first-page': '177', 'article-title': 'Neural networks in investment management', 'author': 'Refenes', 'year': '1995'} / Intelligent Systems for Finance and Business / Neural networks in investment management by Refenes (1995)
  247. 10.1016/0893-6080(94)90030-2 / Neural Networks / Stock performance modeling using neural networks: A comparative study with regression models by Refenes (1994)
  248. 10.1073/pnas.88.24.11426 / Proc. Natl. Acad. Sci. USA / Neural networks as a tool for utilizing laboratory information: Comparison with linear discriminant analysis and with classification and regression trees by Reibnegger (1991)
  249. 10.1016/0263-7855(93)87008-S / J. Mol. Graphics / A note on the low-dimensional display of multivariate data using neural networks by Reibnegger (1993)
  250. 10.1021/ci00012a004 / J. Chem. Inf. Comput. Sci. / Neural network approach to structural feature recognition from infrared spectra by Ricard (1993)
  251. {'key': '10.1016/B978-012213815-7/50002-9_bib251', 'series-title': 'Statistical Aspects of Neural Networks', 'author': 'Ripley', 'year': '1992'} / Statistical Aspects of Neural Networks by Ripley (1992)
  252. {'key': '10.1016/B978-012213815-7/50002-9_bib252', 'series-title': 'Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference', 'first-page': '96', 'article-title': 'Evolving neural network structures: An evaluation of encoding techniques', 'author': 'Roberts', 'year': '1995'} / Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference / Evolving neural network structures: An evaluation of encoding techniques by Roberts (1995)
  253. 10.1016/0098-3004(94)00072-3 / Comput. Geosci. / Neural networks and discrimination of seismic signals by Romeo (1995)
  254. 10.1080/10629369508032982 / SAR QSAR Environ. Res. / On the use of back-propagation neural networks in modeling environmental degradation by Rorije (1995)
  255. {'key': '10.1016/B978-012213815-7/50002-9_bib255', 'series-title': 'An Introduction to Neural and Electronic Networks', 'first-page': '431', 'article-title': 'Brain style computation: Learning and generalization', 'author': 'Rumelhart', 'year': '1995'} / An Introduction to Neural and Electronic Networks / Brain style computation: Learning and generalization by Rumelhart (1995)
  256. 10.1038/323533a0 / Nature / Learning representations by back-propagating errors by Rumelhart (1986)
  257. {'key': '10.1016/B978-012213815-7/50002-9_bib257', 'series-title': 'World Congress on Neural Networks', 'article-title': 'An improved DNA encoding scheme for neural network modeling', 'author': 'Russo', 'year': '1994'} / World Congress on Neural Networks / An improved DNA encoding scheme for neural network modeling by Russo (1994)
  258. 10.1002/ps.2780360212 / Pestic. Sci. / The use of artificial neural networks in QSAR by Salt (1992)
  259. 10.1016/0893-6080(91)90015-W / Neural Networks / Back propagation with expected source values by Samad (1991)
  260. 10.1038/351300a0 / Nature / Use of a neural network to control an adaptive optics system for an astronomical telescope by Sandier (1991)
  261. 10.1006/cbmr.1993.1010 / Comput. Biomed. Res. / Neural network model: Application to automatic analysis of human sleep by Schaltenbrand (1993)
  262. {'key': '10.1016/B978-012213815-7/50002-9_bib262', 'series-title': 'Intelligent Hybrid Systems', 'first-page': '153', 'article-title': 'A multi-agent approach for the integration of neural networks and expert systems', 'author': 'Scherer', 'year': '1995'} / Intelligent Hybrid Systems / A multi-agent approach for the integration of neural networks and expert systems by Scherer (1995)
  263. {'key': '10.1016/B978-012213815-7/50002-9_bib263', 'first-page': '743', 'article-title': 'Back-propagation neural networks-recognition vs. prediction capability', 'volume': '13', 'author': 'Schüürmann', 'year': '1994', 'journal-title': 'Environ. Toxicol. Chem.'} / Environ. Toxicol. Chem. / Back-propagation neural networks-recognition vs. prediction capability by Schüürmann (1994)
  264. 10.1016/S0893-6080(05)80139-X / Neural Networks / Optimal filtering algorithms for fast learning in feedforward neural networks by Shah (1992)
  265. {'key': '10.1016/B978-012213815-7/50002-9_bib265', 'first-page': '445', 'article-title': 'Using the functional behavior of neurons for genetic recombination in neural nets training', 'volume': '7', 'author': 'Shamir', 'year': '1993', 'journal-title': 'Complex Syst.'} / Complex Syst. / Using the functional behavior of neurons for genetic recombination in neural nets training by Shamir (1993)
  266. 10.1080/01621459.1993.10476299 / J. Am. Stat. Assoc. / Linear model selection by cross-validation by Shao (1993)
  267. 10.1021/ci00021a019 / J. Chem. Inf. Comput. Sci. / Classification and clustering: Using neural networks by Sharma (1994)
  268. 10.1016/0893-6080(90)90007-8 / Neural Networks / Linear programming algorithm for neural networks by Shawe-Taylor (1990)
  269. 10.1016/0922-338X(92)90265-V / J. Ferment. Bioeng. / Neuro-fuzzy control of bioreactor systems with pattern recognition by Shi (1992)
  270. 10.1016/0893-6080(91)90033-2 / Neural Networks / Creating artificial neural networks that generalize by Sietsma (1991)
  271. {'key': '10.1016/B978-012213815-7/50002-9_bib271', 'series-title': 'Neural Network PC Tools. A Practical Guide', 'first-page': '235', 'article-title': 'Case study II: Radar signal processing', 'author': 'Sigillito', 'year': '1990'} / Neural Network PC Tools. A Practical Guide / Case study II: Radar signal processing by Sigillito (1990)
  272. 10.1021/ci00019a021 / J. Chem. Inf. Comput. Sci. / Prediction of atomic ionization potentials I-III using an artificial neural network by Sigman (1994)
  273. 10.1016/0893-6080(90)90009-A / Neural Networks / Image processing and pattern recognition in ultrasonograms by backpropagation by Silverman (1990)
  274. 10.1016/0893-6080(94)00070-3 / Neural Networks / Neural expert systems by Sima (1995)
  275. 10.1021/ja00073a034 / J. Am. Chem. Soc. / A combined application of two different neural network types for the prediction of chemical reactivity by Simon (1993)
  276. {'key': '10.1016/B978-012213815-7/50002-9_bib276', 'series-title': 'Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference', 'first-page': '140', 'article-title': 'Advanced neural networks methods for recognition of handwritten characters', 'author': 'Skoneczny', 'year': '1995'} / Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference / Advanced neural networks methods for recognition of handwritten characters by Skoneczny (1995)
  277. {'key': '10.1016/B978-012213815-7/50002-9_bib277', 'series-title': 'Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference', 'first-page': '444', 'article-title': 'Neural network training compared for BACKPROP QUICKPROP and CASCOR in energy control problems', 'author': 'Skurikhin', 'year': '1995'} / Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference / Neural network training compared for BACKPROP QUICKPROP and CASCOR in energy control problems by Skurikhin (1995)
  278. 10.1021/jm00095a016 / J. Med. Chem. / Application of neural networks: Quantitative structure-activity relationships of the derivatives of 2,4-diamino-5-(substituted-benzyl) pyrimidines as DHFR inh by So (1992)
  279. 10.1016/0097-8485(93)80012-3 / Comput. Chem. / Artificial neural networks applied to odor classification for chemical compounds by Song (1993)
  280. 10.1016/0169-7439(93)80086-W / Chemom. Intell. Lab. Syst. / Artificial neural networks applied to the quantitative structure-activity relationship study of dihydropteridine reductase inhibitors by Song (1993)
  281. 10.1016/0893-6080(90)90049-Q / Neural Networks / Probabilistic neural networks by Specht (1990)
  282. 10.1016/0893-6080(93)90004-G / Neural Networks / Speed up learning and network optimization with extended back propagation by Sperduti (1993)
  283. 10.1146/annurev.pc.45.100194.002255 / Ann. Rev. Phys. Chem. / Theory and applications of neural computing in chemical science by Sumpter (1994)
  284. 10.1021/ci00027a021 / J. Chem. Inf. Comput. Sci. / Neural network prediction of carbon-13 NMR chemical shifts of alkanes by Svozil (1995)
  285. 10.1126/science.182.4116.990 / Science / The relative operating characteristic in psychology. A technique for isolating effects of response bias finds wide use in the study of perception and cognitio by Swets (1973)
  286. 10.1126/science.3287615 / Science / Measuring the accuracy of diagnostic systems by Swets (1988)
  287. 10.1002/etc.5620120208 / Environ. Toxicol. Chem. / Prediction of biodegradation kinetics using a nonlinear group contribution method by Tabak (1993)
  288. 10.1162/neco.1993.5.1.132 / Neural Comput. / Generalization and approximation capabilities of multilayer networks by Takahashi (1993)
  289. 10.1007/BF02512482 / Med. Biol. Eng. Comput. / Significance of distributed representation in the output layer of a neural network in a pattern recognition task by Takeda (1994)
  290. 10.1021/ci00027a006 / J. Chem. Inf. Comput. Sci. / Neural network studies. I. Comparison of overfitting and overtraining by Tetko (1995)
  291. 10.1021/jm00042a005 / J. Med. Chem. / HIV-1. Reverse transcriptase inhibitor design using artificial neural networks by Tetko (1994)
  292. {'key': '10.1016/B978-012213815-7/50002-9_bib292', 'series-title': 'Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference', 'first-page': '65', 'article-title': 'Using of neural-network and expert system for imissions prediction', 'author': 'Theocharidou', 'year': '1995'} / Artificial Neural Nets and Genetic Algorithms. Proceedings of the International Conference / Using of neural-network and expert system for imissions prediction by Theocharidou (1995)
  293. 10.1016/0893-6080(90)90006-7 / Neural Networks / Super SAB: Fast adaptive back propagation with good scaling properties by Tollenaere (1990)
  294. {'key': '10.1016/B978-012213815-7/50002-9_bib294', 'series-title': 'World Congress on Neural Networks', 'article-title': 'A step by step approach for the construction of a fermentation process estimator', 'author': 'Tsaptsinos', 'year': '1993'} / World Congress on Neural Networks / A step by step approach for the construction of a fermentation process estimator by Tsaptsinos (1993)
  295. 10.1051/jcp/1992891517 / J. Chim. Phys. / Neural networks and modelling in chemistry by Tusar (1992)
  296. {'key': '10.1016/B978-012213815-7/50002-9_bib296', 'series-title': 'Artificial Neural Nets and Genetic Algorithms', 'first-page': '317', 'article-title': 'Use of genetic and neural technologies in oil equipment computer-aided design', 'author': 'Vahidov', 'year': '1995'} / Artificial Neural Nets and Genetic Algorithms / Use of genetic and neural technologies in oil equipment computer-aided design by Vahidov (1995)
  297. 10.1016/0893-6080(94)90052-3 / Neural Networks / Minimisation methods for training feedforward neural networks by van der Smagt (1994)
  298. {'key': '10.1016/B978-012213815-7/50002-9_bib298', 'series-title': 'Genetic Algorithms in Molecular Modeling', 'first-page': '159', 'article-title': 'Prediction of the progesterone receptor binding of steroids using a combination of genetic algorithms and neural networks', 'author': 'van Helden', 'year': '1996'} / Genetic Algorithms in Molecular Modeling / Prediction of the progesterone receptor binding of steroids using a combination of genetic algorithms and neural networks by van Helden (1996)
  299. 10.1016/0893-6080(92)90008-7 / Neural Networks / Improving the convergence of the back-propagation algorithm by van Ooyen (1992)
  300. {'key': '10.1016/B978-012213815-7/50002-9_bib300', 'series-title': 'Genetic Algorithms in Molecular Modeling', 'first-page': '271', 'article-title': 'Computer-aided molecular design using neural networks and genetic algorithms', 'author': 'Venkatasubramanian', 'year': '1996'} / Genetic Algorithms in Molecular Modeling / Computer-aided molecular design using neural networks and genetic algorithms by Venkatasubramanian (1996)
  301. 10.1051/jcp/1993901505 / J. Chim. Phys. / Neural networks studies: quantitative structure-activity relationship of mutagenic aromatic nitro compounds by Villemin (1993)
  302. 10.1021/ci00022a010 / J. Chem. Inf. Comput. Sci. / Predicting carcinogenicity of polycyclic aromatic hydrocarbons from back-propagation neural network by Villemin (1994)
  303. 10.1016/0893-6080(94)00100-Z / Neural Networks / The generalized proportional-integral-derivative (PID) gradient descent back propagation algorithm by Vitthal (1995)
  304. {'key': '10.1016/B978-012213815-7/50002-9_bib304', 'series-title': 'Neural Computing: Theory and Practice', 'author': 'Wasserman', 'year': '1989'} / Neural Computing: Theory and Practice by Wasserman (1989)
  305. {'key': '10.1016/B978-012213815-7/50002-9_bib305', 'series-title': 'Advanced Methods in Neural Computing', 'author': 'Wasserman', 'year': '1993'} / Advanced Methods in Neural Computing by Wasserman (1993)
  306. 10.1142/S0129065790000102 / Int. J. Neural Systems / Predicting the future: A connectionist approach by Weigend (1990)
  307. 10.1126/science.1411538 / Science / Neural computing in cancer drug development: Predicting mechanism of action by Weinstein (1992)
  308. {'key': '10.1016/B978-012213815-7/50002-9_bib308', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Neural networks in the biomédical sciences: A survey of 386 publications since the beginning of 1991', 'author': 'Weinstein', 'year': '1994'} / World Congress on Neural Networks / Neural networks in the biomédical sciences: A survey of 386 publications since the beginning of 1991 by Weinstein (1994)
  309. 10.1016/0893-6080(91)90073-E / Neural Networks / A method for self-determination of adaptive learning rates in back propagation by Weir (1991)
  310. {'key': '10.1016/B978-012213815-7/50002-9_bib310', 'series-title': 'Computer Systems that Learn: Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning, and Expert Systems', 'author': 'Weiss', 'year': '1991'} / Computer Systems that Learn: Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning, and Expert Systems by Weiss (1991)
  311. {'key': '10.1016/B978-012213815-7/50002-9_bib311', 'series-title': 'Neural Network and Fuzzy Logic Applications in C/C++', 'author': 'Welstead', 'year': '1994'} / Neural Network and Fuzzy Logic Applications in C/C++ by Welstead (1994)
  312. 10.1016/0893-6080(88)90007-X / Neural Networks / Generalization of backpropagation with application to a recurrent gas market model by Werbos (1988)
  313. 10.1016/0893-6080(91)90072-D / Neural Networks / A fast and robust learning algorithm for feed-forward neural networks by Weymaere (1991)
  314. {'key': '10.1016/B978-012213815-7/50002-9_bib314', 'series-title': 'Neural Networks in QSAR and Drug Design', 'article-title': 'Adaptive resonance theory based neural networks explored for pattern recognition analysis of QSAR data', 'author': 'Wienke', 'year': '1996'} / Neural Networks in QSAR and Drug Design / Adaptive resonance theory based neural networks explored for pattern recognition analysis of QSAR data by Wienke (1996)
  315. 10.1080/10629369308028825 / SAR QSAR Environ. Res. / Application of neural networks in the QSAR analysis of percent effect biological data: Comparison with adaptive least squares and nonlinear regression analysi by Wiese (1993)
  316. {'key': '10.1016/B978-012213815-7/50002-9_bib316', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Robust multispectral road classification in landsat thematic mapper imagery', 'author': 'Wolfer', 'year': '1994'} / World Congress on Neural Networks / Robust multispectral road classification in landsat thematic mapper imagery by Wolfer (1994)
  317. 10.1016/0169-7439(93)80052-J / A tutorial. Chemom. Intell Lab. Syst. / Backpropagation neural networks by Wythoff (1993)
  318. {'key': '10.1016/B978-012213815-7/50002-9_bib318', 'series-title': 'Essentials of Fuzzy Modeling and Control', 'author': 'Yager', 'year': '1994'} / Essentials of Fuzzy Modeling and Control by Yager (1994)
  319. 10.1007/BF02524235 / Med. Biol. Eng. Comput. / Artificial neural networks for the diagnosis of atrial fibrillation by Yang (1994)
  320. {'key': '10.1016/B978-012213815-7/50002-9_bib320', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Simplifying neural networks by pruning alternated with backpropagation training', 'author': 'Ying', 'year': '1993'} / World Congress on Neural Networks / Simplifying neural networks by pruning alternated with backpropagation training by Ying (1993)
  321. {'key': '10.1016/B978-012213815-7/50002-9_bib321', 'series-title': 'Neural Network PC Tools. A Practical Guide', 'first-page': '251', 'article-title': 'Case study III: Technology in search of a buck', 'author': 'Zaremba', 'year': '1990'} / Neural Network PC Tools. A Practical Guide / Case study III: Technology in search of a buck by Zaremba (1990)
  322. {'key': '10.1016/B978-012213815-7/50002-9_bib322', 'series-title': 'Neural Network Models in Artificial Intelligence', 'author': 'Zeidenberg', 'year': '1990'} / Neural Network Models in Artificial Intelligence by Zeidenberg (1990)
  323. 10.1016/0168-1656(94)00123-T / J. Biotechnol. / Coupling a machine vision sensor and a neural net supervised controller: Controlling microbial cultivations by Zhang (1995)
  324. 10.1016/0022-2836(92)90104-R / J. Mol. Biol. / Hybrid system for protein secondary structure prediction by Zhang (1992)
  325. {'key': '10.1016/B978-012213815-7/50002-9_bib325', 'series-title': 'World Congress on Neural Networks', 'article-title': 'Artificial neural network for pattern recognition in mammography', 'author': 'Zheng', 'year': '1994'} / World Congress on Neural Networks / Artificial neural network for pattern recognition in mammography by Zheng (1994)
  326. 10.1038/331679a0 / Nature / A back-propagation programmed network that simulates response properties of a subset of posterior parietal neurons by Zipser (1988)
  327. 10.1016/0045-6535(91)90186-H / Chemosphere / Prediction of biodegradability of organic chemicals by an artificial neural network by Zitko (1991)
  328. 10.1016/S0893-6080(05)80138-8 / Neural Networks / Fast generating algorithm for a general three-layer perceptron by Zollner (1992)
  329. 10.1016/S0003-2670(00)80865-X / Anal Chim. Acta / Neural networks: A new method for solving chemical problems or just a passing phase? by Zupan (1991)
Dates
Type When
Created 18 years ago (Aug. 21, 2007, 8:56 a.m.)
Deposited 1 year, 6 months ago (Feb. 17, 2024, 8:48 a.m.)
Indexed 4 months ago (May 5, 2025, 12:07 a.m.)
Issued 29 years, 8 months ago (Jan. 1, 1996)
Published 29 years, 8 months ago (Jan. 1, 1996)
Published Print 29 years, 8 months ago (Jan. 1, 1996)
Funders 0

None

@inbook{Devillers_1996, title={Strengths and Weaknesses of the Backpropagation Neural Network in QSAR and QSPR Studies}, ISBN={9780122138157}, url={http://dx.doi.org/10.1016/b978-012213815-7/50002-9}, DOI={10.1016/b978-012213815-7/50002-9}, booktitle={Neural Networks in QSAR and Drug Design}, publisher={Elsevier}, author={Devillers, J.}, year={1996}, pages={1–46} }