메뉴 건너뛰기




Volumn 50, Issue 6, 2004, Pages 1315-1343

Estimation of infinite dilution activity coefficients of organic compounds in water with neural classifiers

Author keywords

Fuzzy ARTMAP neural classifier; Infinite dilution activity; QSPR; Self organizing maps

Indexed keywords

EXTRACTION; MOLECULAR ORIENTATION; QUANTUM THEORY; STRUCTURAL ANALYSIS; TOPOLOGY;

EID: 2542602983     PISSN: 00011541     EISSN: None     Source Type: Journal    
DOI: 10.1002/aic.10116     Document Type: Article
Times cited : (28)

References (80)
  • 2
    • 0000083483 scopus 로고    scopus 로고
    • Quantum similarity measures under atomic shell approximation: First order density fitting using elementary Jacobi rotations
    • Amat, L., and R. Carbó-Dorca, "Quantum Similarity Measures under Atomic Shell Approximation: First Order Density Fitting Using Elementary Jacobi Rotations," J. Comput. Chem., 18, 2023 (1997).
    • (1997) J. Comput. Chem. , vol.18 , pp. 2023
    • Amat, L.1    Carbó-Dorca, R.2
  • 3
    • 0343986486 scopus 로고    scopus 로고
    • Simple linear QSAR models based on quantum similarity measures
    • Amat, L., R. Carbó-Dorca, and R. Ponec, "Simple Linear QSAR Models Based on Quantum Similarity Measures," J. Med. Chem., 42, 5169 (1999).
    • (1999) J. Med. Chem. , vol.42 , pp. 5169
    • Amat, L.1    Carbó-Dorca, R.2    Ponec, R.3
  • 4
    • 0032111149 scopus 로고    scopus 로고
    • Molecular quantum similarity measures tuned 3D QSAR: An antitumoral family validation study
    • Amat, L., D. Robert, E. Besalú, and R. Carbó-Dorca, "Molecular Quantum Similarity Measures Tuned 3D QSAR: An Antitumoral Family Validation Study," J. Chem. Inf. Comput. Sci., 38, 624 (1998).
    • (1998) J. Chem. Inf. Comput. Sci. , vol.38 , pp. 624
    • Amat, L.1    Robert, D.2    Besalú, E.3    Carbó-Dorca, R.4
  • 5
    • 0023981806 scopus 로고
    • Determining structural similarity of chemicals using graph theoretic indices
    • Basak, S., and V. Maguson, "Determining Structural Similarity of Chemicals Using Graph Theoretic Indices," Discrete Appl. Math., 19, 17 (1988).
    • (1988) Discrete Appl. Math. , vol.19 , pp. 17
    • Basak, S.1    Maguson, V.2
  • 7
    • 0032142112 scopus 로고    scopus 로고
    • Application of quantitative structure-performance relationship and neural network models for the prediction of physical properties from molecular structure
    • Bünz, P., B. Braun, and R. Janowsky, "Application of Quantitative Structure-Performance Relationship and Neural Network Models for the Prediction of Physical Properties from Molecular Structure," Ind. Eng. Chem. Res., 37, 3043 (1998).
    • (1998) Ind. Eng. Chem. Res. , vol.37 , pp. 3043
    • Bünz, P.1    Braun, B.2    Janowsky, R.3
  • 8
    • 2542540046 scopus 로고    scopus 로고
    • A general survey of molecular quantum similarity
    • Carbó-Dorca, R., and E. Besalú, "A General Survey of Molecular Quantum Similarity," Theor. Chem., 45, 11 (1998).
    • (1998) Theor. Chem. , vol.45 , pp. 11
    • Carbó-Dorca, R.1    Besalú, E.2
  • 9
    • 0021776661 scopus 로고
    • A massively parallel architecture for a self-organizing neural pattern recognition machine
    • Carpenter, G., and S. Grossberg, "A Massively Parallel Architecture for a Self-Organizing Neural Pattern Recognition Machine." Comput. Vis. Graphics Image Process., 37, 54 (1987).
    • (1987) Comput. Vis. Graphics Image Process. , vol.37 , pp. 54
    • Carpenter, G.1    Grossberg, S.2
  • 10
    • 0026923589 scopus 로고
    • Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps
    • Carpenter, G., S. Grossberg, N. Marcuzon, J. Reynolds, and D. Rosen, "Fuzzy ARTMAP: A Neural Network Architecture for Incremental Supervised Learning of Analog Multidimensional Maps," IEEE Trans. Neural Networks, 3, 698 (1992).
    • (1992) IEEE Trans. Neural Networks , vol.3 , pp. 698
    • Carpenter, G.1    Grossberg, S.2    Marcuzon, N.3    Reynolds, J.4    Rosen, D.5
  • 11
    • 0026408256 scopus 로고
    • Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system
    • Carpenter, G., S. Grossberg, N. Marcuzon, and D. B. Rosen, "Fuzzy ART: Fast Stable Learning and Categorization of Analog Patterns by an Adaptive Resonance System," Neural Networks, 4, 759 (1991).
    • (1991) Neural Networks , vol.4 , pp. 759
    • Carpenter, G.1    Grossberg, S.2    Marcuzon, N.3    Rosen, D.B.4
  • 12
    • 84972539015 scopus 로고
    • Neural networks: A review from a statistical perspective
    • Cheng, B., and D. M. Titterington, "Neural Networks: A Review from a Statistical Perspective," Stat. Sci., 9(1), 2 (1994).
    • (1994) Stat. Sci. , vol.9 , Issue.1 , pp. 2
    • Cheng, B.1    Titterington, D.M.2
  • 13
    • 0029335114 scopus 로고
    • Using backpropagation networks for the estimation of aqueous activity coefficients of aromatic organic compounds
    • Chow, H., H. Chen, T. Ng, P. Myrdal, and S. H. Yalkowsky, "Using Backpropagation Networks for the Estimation of Aqueous Activity Coefficients of Aromatic Organic Compounds," J. Chem. Inf. Comput. Sci., 35, 723 (1995).
    • (1995) J. Chem. Inf. Comput. Sci. , vol.35 , pp. 723
    • Chow, H.1    Chen, H.2    Ng, T.3    Myrdal, P.4    Yalkowsky, S.H.5
  • 14
    • 0023751431 scopus 로고
    • Comparative molecular field analysis (CoMFA). 1. Effect of shape on binding of steroids to carried proteins
    • Cramer, R., D. Patterson, and J. Bunce, "Comparative Molecular Field Analysis (CoMFA). 1. Effect of Shape on Binding of Steroids to Carried Proteins," J. Am. Chem. Soc., 110(18), 5959 (1988).
    • (1988) J. Am. Chem. Soc. , vol.110 , Issue.18 , pp. 5959
    • Cramer, R.1    Patterson, D.2    Bunce, J.3
  • 15
    • 0024861871 scopus 로고
    • Approximation by superposition of sigmoidal functions
    • Cybenko, G., "Approximation by Superposition of Sigmoidal Functions," Math. Control Signal Syst., 2, 303 (1989).
    • (1989) Math. Control Signal Syst. , vol.2 , pp. 303
    • Cybenko, G.1
  • 16
    • 33751385863 scopus 로고
    • Prediction of boiling points of organic heterocyclic compounds using regression and neural network techniques
    • Egolf, L., and P. Jurs, "Prediction of Boiling Points of Organic Heterocyclic Compounds Using Regression and Neural Network Techniques," J. Chem. Inf. Comput. Sci., 33, 616 (1993).
    • (1993) J. Chem. Inf. Comput. Sci. , vol.33 , pp. 616
    • Egolf, L.1    Jurs, P.2
  • 17
    • 0026462366 scopus 로고
    • Self-organizing maps: Stationary states, metastability and convergence rate
    • Erwing, E., K. Obermayer, and K. Schulten, "Self-Organizing Maps: Stationary States, Metastability and Convergence Rate," Biol. Cybern., 67(1), 35 (1992).
    • (1992) Biol. Cybern. , vol.67 , Issue.1 , pp. 35
    • Erwing, E.1    Obermayer, K.2    Schulten, K.3
  • 18
    • 0003254844 scopus 로고    scopus 로고
    • Prediction of boiling points of organic compounds from molecular descriptors by using backpropagation neural networks
    • R. Carbó-Dorca, ed., Kluwer Academic, Dordrecht
    • Espinosa, G., A. Arenas, and F. Giralt, "Prediction of Boiling Points of Organic Compounds from Molecular Descriptors by Using Backpropagation Neural Networks," in Fundamentals of Molecular Similarity, R. Carbó-Dorca, ed., Kluwer Academic, Dordrecht, 1 (2001a).
    • (2001) Fundamentals of Molecular Similarity , pp. 1
    • Espinosa, G.1    Arenas, A.2    Giralt, F.3
  • 19
    • 0036489456 scopus 로고    scopus 로고
    • Integrated SOM-Fuzzy ARTMAP neural system for the evaluation of toxicity
    • Espinosa, G., A. Arenas, and F. Giralt, "Integrated SOM-Fuzzy ARTMAP Neural System for the Evaluation of Toxicity," J. Chem. Inf. Comput. Sci., 42(2), 343 (2002).
    • (2002) J. Chem. Inf. Comput. Sci. , vol.42 , Issue.2 , pp. 343
    • Espinosa, G.1    Arenas, A.2    Giralt, F.3
  • 20
    • 2542626929 scopus 로고    scopus 로고
    • QSAR for TD50 of aromatic compounds by using an integrated SOM-Fuzzy ARTMAP based neural system with topological and quantum molecular similarity descriptors
    • (V Girona Seminar on Molecular Similarity, Girona, Spain), Kluwer Academic, Dordrecht, The Netherlands
    • Espinosa, G., A. Arenas, and F. Giralt, "QSAR for TD50 of Aromatic Compounds by Using an Integrated SOM-Fuzzy ARTMAP Based Neural System with Topological and Quantum Molecular Similarity Descriptors," in Fundamentals of Molecular Similarity (V Girona Seminar on Molecular Similarity, Girona, Spain), Kluwer Academic, Dordrecht, The Netherlands (2003).
    • (2003) Fundamentals of Molecular Similarity
    • Espinosa, G.1    Arenas, A.2    Giralt, F.3
  • 21
    • 0035853889 scopus 로고    scopus 로고
    • A fuzzy ARTMAP based on quantitative structure-property relationships (QSPRs) for predicting physical properties of organic compounds
    • Espinosa, G., D. Yaffe, A. Arenas, Y. Cohen, and F. Giralt, "A Fuzzy ARTMAP Based on Quantitative Structure-Property Relationships (QSPRs) for Predicting Physical Properties of Organic Compounds," Ind. Eng. Chem. Res., 40(12), 2757 (2001b).
    • (2001) Ind. Eng. Chem. Res. , vol.40 , Issue.12 , pp. 2757
    • Espinosa, G.1    Yaffe, D.2    Arenas, A.3    Cohen, Y.4    Giralt, F.5
  • 22
    • 0000251975 scopus 로고    scopus 로고
    • Neural network based quantitative structural property relations (QSPRs) for predicting boiling points of aliphatic hydrocarbons
    • Espinosa, G., D. Yaffe, Y. Cohen, A. Arenas, and F. Giralt, "Neural Network Based Quantitative Structural Property Relations (QSPRs) for Predicting Boiling Points of Aliphatic Hydrocarbons," J. Chem. Inf. Comput. Sci., 40, 859 (2000).
    • (2000) J. Chem. Inf. Comput. Sci. , vol.40 , pp. 859
    • Espinosa, G.1    Yaffe, D.2    Cohen, Y.3    Arenas, A.4    Giralt, F.5
  • 23
    • 0030270991 scopus 로고    scopus 로고
    • Data mining and knowledge discovery: Making sense out of data
    • Fayyad, U. M., "Data Mining and Knowledge Discovery: Making Sense Out of Data," IEEE Expert, 20 (1996).
    • (1996) IEEE Expert , pp. 20
    • Fayyad, U.M.1
  • 24
    • 0030277623 scopus 로고    scopus 로고
    • Identification of coherent structures in turbulent shear flows with a fuzzy ARTMAP neural network
    • Ferre-Gine, J., R. Rallo, A. Arenas, and F. Giralt, "Identification of Coherent Structures in Turbulent Shear Flows with a Fuzzy ARTMAP Neural Network," Int. J. Neural Syst., 7(5), 559 (1996).
    • (1996) Int. J. Neural Syst. , vol.7 , Issue.5 , pp. 559
    • Ferre-Gine, J.1    Rallo, R.2    Arenas, A.3    Giralt, F.4
  • 26
    • 0016572380 scopus 로고
    • Group-contribution estimation of activity coefficients in nonideal liquid mixtures
    • Fredenslund, A., R. Jone, and J. Prausnitz, "Group-Contribution Estimation of Activity Coefficients in Nonideal Liquid Mixtures," AIChE J., 21(6), 1086 (1975).
    • (1975) AIChE J. , vol.21 , Issue.6 , pp. 1086
    • Fredenslund, A.1    Jone, R.2    Prausnitz, J.3
  • 27
    • 0028465825 scopus 로고
    • Neural network-graph theory approach to the prediction of the physical properties of organic compounds
    • Gakh, A., E. Gakh, B. Sumpter, and D. Noid, "Neural Network-Graph Theory Approach to the Prediction of the Physical Properties of Organic Compounds," J. Chem. Inf. Comput. Sci., 34, 832 (1994).
    • (1994) J. Chem. Inf. Comput. Sci. , vol.34 , pp. 832
    • Gakh, A.1    Gakh, E.2    Sumpter, B.3    Noid, D.4
  • 28
    • 0000583538 scopus 로고
    • Representation of molecular electrostatic potentials by topological feature maps
    • Gasteiger, J., X. Li, C. Rudolph, J. Sadowski, and J. Zupan, "Representation of Molecular Electrostatic Potentials by Topological Feature Maps," J. Am. Chem. Soc., 116, 4608 (1994a).
    • (1994) J. Am. Chem. Soc. , vol.116 , pp. 4608
    • Gasteiger, J.1    Li, X.2    Rudolph, C.3    Sadowski, J.4    Zupan, J.5
  • 29
    • 0028452902 scopus 로고
    • The beauty of molecular surfaces as revealed by self-organizing neural networks
    • Gasteiger, J., X. Li, and A. Uschold, "The Beauty of Molecular Surfaces as Revealed by Self-Organizing Neural Networks," J. Mol. Graphics, 12, 90 (1994b).
    • (1994) J. Mol. Graphics , vol.12 , pp. 90
    • Gasteiger, J.1    Li, X.2    Uschold, A.3
  • 30
    • 0001942829 scopus 로고
    • Neural networks and the bias/variance dilemma
    • Geman, S., E. Bienenstock, and R. Doursal, "Neural Networks and the Bias/Variance Dilemma," Neural Comput., 4, 1 (1992).
    • (1992) Neural Comput. , vol.4 , pp. 1
    • Geman, S.1    Bienenstock, E.2    Doursal, R.3
  • 32
    • 0033948241 scopus 로고    scopus 로고
    • The simulation and interpretation of turbulence with a cognitive neural system
    • Giralt, F., A. Arenas, J. Ferre-Gine, R. Rallo, and G. A. Kopp, "The Simulation and Interpretation of Turbulence with a Cognitive Neural System," Physics of Fluids, 12(7), 1826 (2000).
    • (2000) Physics of Fluids , vol.12 , Issue.7 , pp. 1826
    • Giralt, F.1    Arenas, A.2    Ferre-Gine, J.3    Rallo, R.4    Kopp, G.A.5
  • 33
    • 4243359008 scopus 로고
    • Processing of temporal sequences in neural networks
    • Gutfreund, H., and M. Mézard, "Processing of Temporal Sequences in Neural Networks," Phys. Rev. Lett., 61, 235 (1988).
    • (1988) Phys. Rev. Lett. , vol.61 , pp. 235
    • Gutfreund, H.1    Mézard, M.2
  • 34
    • 0000497238 scopus 로고    scopus 로고
    • Boiling point and critical temperature of a heterogeneous data set: QSAR atom type electrotopological state indices using artificial neural networks
    • Hall, L., and C. Story, "Boiling Point and Critical Temperature of a Heterogeneous Data Set: QSAR Atom Type Electrotopological State Indices Using Artificial Neural Networks," J. Chem. Inf. Comput. Sci., 36, 1004 (1996).
    • (1996) J. Chem. Inf. Comput. Sci. , vol.36 , pp. 1004
    • Hall, L.1    Story, C.2
  • 35
    • 0001323170 scopus 로고
    • The three dimensional solubility parameter-key to paint component affinities. II. Dyes, emulsifiers, mutual solubility and compatibility, and pigments
    • Hansen, C. M., "The Three Dimensional Solubility Parameter-Key to Paint Component Affinities. II. Dyes, Emulsifiers, Mutual Solubility and Compatibility, and Pigments," J. Paint Technol., 39, 509 (1979).
    • (1979) J. Paint Technol. , vol.39 , pp. 509
    • Hansen, C.M.1
  • 36
    • 0000783715 scopus 로고
    • Replicator neural networks for universal optimal source coding
    • Hecht-Nielsen, R., "Replicator Neural Networks for Universal Optimal Source Coding," Science, 269, 186 (1995).
    • (1995) Science , vol.269 , pp. 186
    • Hecht-Nielsen, R.1
  • 38
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik, K., M. Stinchcombe, and H. White, "Multilayer Feedforward Networks are Universal Approximators," Neural Networks, 2, 359 (1989).
    • (1989) Neural Networks , vol.2 , pp. 359
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 39
    • 0001728908 scopus 로고    scopus 로고
    • Quantum-chemical descriptors in QSAR/QSPR studies
    • Karelson, M., V. Lobanov, and A. Katritzky, "Quantum-Chemical Descriptors in QSAR/QSPR Studies," Chem. Rev., 96, 1027 (1996).
    • (1996) Chem. Rev. , vol.96 , pp. 1027
    • Karelson, M.1    Lobanov, V.2    Katritzky, A.3
  • 40
    • 0028571742 scopus 로고
    • Winner-take-all networks for physiological models of competitive learning
    • Kaski, S., and T. Kohonen, "Winner-Take-All Networks for Physiological Models of Competitive Learning," Neural Networks, 7, 973 (1994).
    • (1994) Neural Networks , vol.7 , pp. 973
    • Kaski, S.1    Kohonen, T.2
  • 41
    • 84902156599 scopus 로고    scopus 로고
    • Comparing self-organizing maps
    • Kaski, S., and K. Lagus, "Comparing Self-Organizing Maps," Proc. of ICANN'96, 809 (1996).
    • (1996) Proc. of ICANN'96 , pp. 809
    • Kaski, S.1    Lagus, K.2
  • 45
    • 0020068152 scopus 로고
    • Self-organizing formation of topologically correct feature maps
    • Kohonen, T., "Self-Organizing Formation of Topologically Correct Feature Maps," Biol. Cybern., 43, 59 (1982).
    • (1982) Biol. Cybern. , vol.43 , pp. 59
    • Kohonen, T.1
  • 46
    • 0025489075 scopus 로고
    • The self-organizing map
    • Kohonen, T., "The Self-Organizing Map," Proc. IEEE, 78, 1464 (1990).
    • (1990) Proc. IEEE , vol.78 , pp. 1464
    • Kohonen, T.1
  • 48
    • 0027473009 scopus 로고
    • Activity coefficients in dilute aqueous solutions from free energy simulations
    • Lazaridis, T., and M. Paulaitis, "Activity Coefficients in Dilute Aqueous Solutions from Free Energy Simulations," AIChE J., 39(6), 1051 (1993).
    • (1993) AIChE J. , vol.39 , Issue.6 , pp. 1051
    • Lazaridis, T.1    Paulaitis, M.2
  • 50
    • 0017546416 scopus 로고
    • Aqueous solubility of polynuclear aromatic hydrocarbons
    • Mackay, D., and Y. Shiu, "Aqueous Solubility of Polynuclear Aromatic Hydrocarbons," J. Chem. Eng. Data., 22, 399 (1977).
    • (1977) J. Chem. Eng. Data , vol.22 , pp. 399
    • Mackay, D.1    Shiu, Y.2
  • 52
    • 84984130538 scopus 로고
    • Correlation of activity coefficients of hydrocarbons in water at infinite dilution with molecular parameters
    • Medir, M., and F. Giralt, "Correlation of Activity Coefficients of Hydrocarbons in Water at Infinite Dilution with Molecular Parameters," AIChE J., 28(2), 341 (1982).
    • (1982) AIChE J. , vol.28 , Issue.2 , pp. 341
    • Medir, M.1    Giralt, F.2
  • 53
    • 0038614028 scopus 로고    scopus 로고
    • Prediction of infinite dilution activity coefficients of organic compounds in aqueous solution from molecular structure
    • Mitchell, B., and P. Jurs, "Prediction of Infinite Dilution Activity Coefficients of Organic Compounds in Aqueous Solution from Molecular Structure," J. Chem. Inf. Comput. Sci., 38, 200 (1998).
    • (1998) J. Chem. Inf. Comput. Sci. , vol.38 , pp. 200
    • Mitchell, B.1    Jurs, P.2
  • 55
    • 0035526154 scopus 로고    scopus 로고
    • Comparison of two methods for predicting aqueous solubility
    • Peterson, D. L., and S. H. Yalkowsky, "Comparison of Two Methods for Predicting Aqueous Solubility," J. Chem. Inf. Comput. Sci., 41, 1531 (2001).
    • (2001) J. Chem. Inf. Comput. Sci. , vol.41 , pp. 1531
    • Peterson, D.L.1    Yalkowsky, S.H.2
  • 56
    • 0037114379 scopus 로고    scopus 로고
    • A neural virtual sensor for the inferential prediction of product quality from process variables
    • Rallo, R., A. Arenas, J. Ferre-Gine, and F. Giralt, "A Neural Virtual Sensor for the Inferential Prediction of Product Quality from Process Variables," Comput. Chem. Eng., 26(12), 1735 (2002a).
    • (2002) Comput. Chem. Eng. , vol.26 , Issue.12 , pp. 1735
    • Rallo, R.1    Arenas, A.2    Ferre-Gine, J.3    Giralt, F.4
  • 57
    • 2542607065 scopus 로고    scopus 로고
    • Forecasting product quality in industrial processes with virtual sensors
    • C. C. Liu, H. B. Martin, and J. C. Angus, eds., AIChE Annual Meeting, AIChE Pub. No. P-172
    • Rallo, R., J. Ferre-Gine, A. Arenas, and F. Giralt, "Forecasting Product Quality in Industrial Processes with Virtual Sensors," Proceedings of the Topical Conference on Sensor Technology, C. C. Liu, H. B. Martin, and J. C. Angus, eds., AIChE Annual Meeting, AIChE Pub. No. P-172, 127 (2002b).
    • (2002) Proceedings of the Topical Conference on Sensor Technology , pp. 127
    • Rallo, R.1    Ferre-Gine, J.2    Arenas, A.3    Giralt, F.4
  • 58
    • 0035470283 scopus 로고    scopus 로고
    • Prediction of aqueous solubility of organic compounds by the General Solubility Equation (GSE)
    • Ran, Y., N. Jain, and S. H. Yalkowsky, "Prediction of Aqueous Solubility of Organic Compounds by the General Solubility Equation (GSE)," J. Chem. Inf. Comput. Sci., 41, 1208 (2001).
    • (2001) J. Chem. Inf. Comput. Sci. , vol.41 , pp. 1208
    • Ran, Y.1    Jain, N.2    Yalkowsky, S.H.3
  • 59
    • 0035263415 scopus 로고    scopus 로고
    • Prediction of drug solubility by the General Solubility Equation (GSE)
    • Ran, Y., and S. H. Yalkowsky, "Prediction of Drug Solubility by the General Solubility Equation (GSE)," J. Chem. Inf Comput. Sci., 41, 354 (2001).
    • (2001) J. Chem. Inf Comput. Sci. , vol.41 , pp. 354
    • Ran, Y.1    Yalkowsky, S.H.2
  • 60
    • 8644280181 scopus 로고
    • On characterization of molecular branching
    • Randic, M., "On Characterization of Molecular Branching," J. Am. Chem. Soc., 97, 6609 (1975).
    • (1975) J. Am. Chem. Soc. , vol.97 , pp. 6609
    • Randic, M.1
  • 61
    • 0000663216 scopus 로고
    • Comparative structure-property studies: The connectivity basis
    • Randic, M., and N. Trinajstic, "Comparative Structure-Property Studies: The Connectivity Basis," J. Mol. Struct., 284, 209 (1993).
    • (1993) J. Mol. Struct. , vol.284 , pp. 209
    • Randic, M.1    Trinajstic, N.2
  • 62
    • 0142248183 scopus 로고    scopus 로고
    • Estimation of activity coefficients at infinite dilution of halocarbons in water and organic compounds in hydrofluoroparaffins using neural networks
    • Rani, Y. K., and N. V. K. Dutt, "Estimation of Activity Coefficients at Infinite Dilution of Halocarbons in Water and Organic Compounds in Hydrofluoroparaffins Using Neural Networks," Chem. Eng. Commun., 189(3), 372 (2002).
    • (2002) Chem. Eng. Commun. , vol.189 , Issue.3 , pp. 372
    • Rani, Y.K.1    Dutt, N.V.K.2
  • 63
    • 2542613177 scopus 로고    scopus 로고
    • Quantum mechanics: The new engineering thermodynamics
    • Washington, DC, Oct.-Nov.
    • Sandler, S. I., "Quantum Mechanics: The New Engineering Thermodynamics," Proceedings of the Aspen World 2002, Washington, DC, Oct.-Nov. 2002 (https://www.aspenworld2002.com/).
    • (2002) Proceedings of the Aspen World 2002
    • Sandler, S.I.1
  • 65
    • 0001047845 scopus 로고
    • Melting point and normal boiling point correlations: Applications to rigid aromatic compounds
    • Simamora, P., A. Miller, and S. Yalkowsky, "Melting Point and Normal Boiling Point Correlations: Applications to Rigid Aromatic Compounds," J. Chem. Inf. Comput. Sci., 33, 437 (1993).
    • (1993) J. Chem. Inf. Comput. Sci. , vol.33 , pp. 437
    • Simamora, P.1    Miller, A.2    Yalkowsky, S.3
  • 66
    • 0000915947 scopus 로고
    • Computer-assisted prediction of normal boiling points of furans, tetrahydrofurans and thiophenes
    • Stanton, D., L. Egolf, P. Jurs, and M. Hicks, "Computer-Assisted Prediction of Normal Boiling Points of Furans, Tetrahydrofurans and Thiophenes," J. Chem. Inf. Comput. Sci., 31, 301 (1991).
    • (1991) J. Chem. Inf. Comput. Sci. , vol.31 , pp. 301
    • Stanton, D.1    Egolf, L.2    Jurs, P.3    Hicks, M.4
  • 67
    • 0000955808 scopus 로고
    • Computer-assisted prediction of normal boiling points of pyrans and pyrroles
    • Stanton, D., L. Egolf, P. Jurs, and M. Hicks, "Computer-Assisted Prediction of Normal Boiling Points of Pyrans and Pyrroles," J. Chem. Inf. Comput. Sci., 32, 306 (1992).
    • (1992) J. Chem. Inf. Comput. Sci. , vol.32 , pp. 306
    • Stanton, D.1    Egolf, L.2    Jurs, P.3    Hicks, M.4
  • 68
    • 10344253046 scopus 로고
    • Development and use of charged partial surface area structural descriptors for quantitative structural-property relationship studies
    • Stanton, D., and P. Jurs, "Development and Use of Charged Partial Surface Area Structural Descriptors for Quantitative Structural-Property Relationship Studies," Anal. Chem., 62, 2323 (1990).
    • (1990) Anal. Chem. , vol.62 , pp. 2323
    • Stanton, D.1    Jurs, P.2
  • 70
    • 38049168357 scopus 로고    scopus 로고
    • SOM-based data visualization methods
    • Vesanto, J., "SOM-Based Data Visualization Methods," Intell. Data Anal., 6, 111 (1999).
    • (1999) Intell. Data Anal. , vol.6 , pp. 111
    • Vesanto, J.1
  • 71
    • 0035324930 scopus 로고    scopus 로고
    • Comparison of a neural net-based qsar algorithm (PCANN) hologram and multiple linear regression-based QSAR approaches: Application to 1-4-dihydropyridine-based calcium channel antogonist
    • Viswanadhan, W., G. Mueller, S. Basak, and J. Weinstein, "Comparison of a Neural Net-Based QSAR Algorithm (PCANN) Hologram and Multiple Linear Regression-Based QSAR Approaches: Application to 1-4-Dihydropyridine-Based Calcium Channel Antogonist," J. Chem. Inf. Comput. Sci., 41, 505 (2001).
    • (2001) J. Chem. Inf. Comput. Sci. , vol.41 , pp. 505
    • Viswanadhan, W.1    Mueller, G.2    Basak, S.3    Weinstein, J.4
  • 72
    • 0030130009 scopus 로고    scopus 로고
    • Prediction of infinite-dilution activity coefficients in binary mixtures with UNIFAC. A critical evaluation
    • Voutsas, E. C., and D. P. Tassios, "Prediction of Infinite-Dilution Activity Coefficients in Binary Mixtures with UNIFAC. A Critical Evaluation," Ind. Eng. Chem. Res., 35, 1438 (1996).
    • (1996) Ind. Eng. Chem. Res. , vol.35 , pp. 1438
    • Voutsas, E.C.1    Tassios, D.P.2
  • 73
    • 0031275175 scopus 로고    scopus 로고
    • Analysis of the UNIFAC-type group contribution models at the highly dilute region. 1. Limitations of the combinatorial and residual expressions
    • Voutsas, E. C., and D. P. Tassios, "Analysis of the UNIFAC-Type Group Contribution Models at the Highly Dilute region. 1. Limitations of the Combinatorial and Residual Expressions," Ind. Eng. Chem. Res., 36, 4965 (1997).
    • (1997) Ind. Eng. Chem. Res. , vol.36 , pp. 4965
    • Voutsas, E.C.1    Tassios, D.P.2
  • 74
    • 8544254107 scopus 로고
    • Structural determination of paraffin boiling points
    • Wiener, H., "Structural Determination of Paraffin Boiling Points," J. Am. Chem. Soc., 69, 17 (1947).
    • (1947) J. Am. Chem. Soc. , vol.69 , pp. 17
    • Wiener, H.1
  • 75
    • 0035470294 scopus 로고    scopus 로고
    • A fuzzy ARTMAP based quantitative structure-property relationships (QSPRs) for predicting aqueous solubility of organic compounds
    • Yaffe, D., Y. Cohen, G. Espinosa, A. Arenas, and F. Giralt, "A Fuzzy ARTMAP Based Quantitative Structure-Property Relationships (QSPRs) for Predicting Aqueous Solubility of Organic Compounds," J. Chem. Inf. Comput. Sci., 41(5), 1150 (2001).
    • (2001) J. Chem. Inf. Comput. Sci. , vol.41 , Issue.5 , pp. 1150
    • Yaffe, D.1    Cohen, Y.2    Espinosa, G.3    Arenas, A.4    Giralt, F.5
  • 76
    • 0037266490 scopus 로고    scopus 로고
    • A fuzzy ARTMAP based quantitative structure-property relationships (QSPRs) for the Henry's Law constant of organic compounds
    • Yaffe, D., Y. Cohen, G. Espinosa, A. Arenas, and F. Giralt, "A Fuzzy ARTMAP Based Quantitative Structure-Property Relationships (QSPRs) for the Henry's Law Constant of Organic Compounds," J. Chem. Inf. Comput. Sci., 43(1), 85 (2003).
    • (2003) J. Chem. Inf. Comput. Sci. , vol.43 , Issue.1 , pp. 85
    • Yaffe, D.1    Cohen, Y.2    Espinosa, G.3    Arenas, A.4    Giralt, F.5
  • 77
    • 0018455628 scopus 로고
    • Solubilities and partitioning. 2. Relationship between aqueous solubilities, partition coefficients, and molecular surface areas of rigid aromatic hydrocarbons
    • Yalkwosky, S., and S. Valvani, "Solubilities and Partitioning. 2. Relationship between Aqueous Solubilities, Partition Coefficients, and Molecular Surface Areas of Rigid Aromatic Hydrocarbons," J. Chem. Eng. Data, 24(2), 127 (1979).
    • (1979) J. Chem. Eng. Data , vol.24 , Issue.2 , pp. 127
    • Yalkwosky, S.1    Valvani, S.2
  • 80
    • 0036174062 scopus 로고    scopus 로고
    • Prediction of the aqueous solubility: Comparison of the general solubility equation and the method using an amended solvation energy relationship
    • Yang, G., Y. Ran, and S. H. Yalkowsky, "Prediction of the Aqueous Solubility: Comparison of the General Solubility Equation and the Method Using an Amended Solvation Energy Relationship," J. Pharm. Sci., 91, 517 (2002).
    • (2002) J. Pharm. Sci. , vol.91 , pp. 517
    • Yang, G.1    Ran, Y.2    Yalkowsky, S.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.