메뉴 건너뛰기




Volumn , Issue , 2008, Pages 1-341

Using Artificial Intelligence in Chemistry and Biology: A Practical Guide

Author keywords

[No Author keywords available]

Indexed keywords


EID: 85178610513     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1201/9780849384141     Document Type: Book
Times cited : (20)

References (77)
  • 1
    • 0033619476 scopus 로고    scopus 로고
    • Visualisation of biomedical datasets by use of growing cell structure networks: A novel diagnostic classification technique
    • Walker, A.K., Cross, S.S., and Harrison, R.F., Visualisation of biomedical datasets by use of growing cell structure networks: A novel diagnostic classification technique, Lancet, 354, 1518, 1999.
    • (1999) Lancet , vol.354 , pp. 1518
    • Walker, A.K.1    Cross, S.S.2    Harrison, R.F.3
  • 3
    • 0036665978 scopus 로고    scopus 로고
    • Investigation of structure-biodegradability relationships in polychlorinated biphenyls using self-organising maps
    • Cartwright, H.M., Investigation of structure-biodegradability relationships in polychlorinated biphenyls using self-organising maps, Neural Comput. Apps., 11, 30, 2002.
    • (2002) Neural Comput. Apps. , vol.11 , pp. 30
    • Cartwright, H.M.1
  • 4
    • 33846959867 scopus 로고    scopus 로고
    • Conformational analysis of lipid molecules by self-organizing maps
    • Murtola, T., et al., Conformational analysis of lipid molecules by self-organizing maps, J. Chem. Phys., 125, 054707, 2007.
    • (2007) J. Chem. Phys. , pp. 125
    • Murtola, T.1
  • 5
    • 34249890836 scopus 로고    scopus 로고
    • Instrumental technique evolution for olive oil sensory analysis
    • Escuderos, M.E., et al., Instrumental technique evolution for olive oil sensory analysis, Eur. J. Lipid Sci. Tech., 109, 536, 2007.
    • (2007) Eur. J. Lipid Sci. Tech. , vol.109 , pp. 536
    • Escuderos, M.E.1
  • 6
    • 33745779444 scopus 로고    scopus 로고
    • Microwave absorber optimal design using multiobjective particle swarm optimisation
    • Goudos, S.K. and Sahalos, J.N., Microwave absorber optimal design using multiobjective particle swarm optimisation, Microwave Optic. Tech. Letts., 48, 1553, 2006.
    • (2006) Microwave Optic. Tech. Letts. , vol.48 , pp. 1553
    • Goudos, S.K.1    Sahalos, J.N.2
  • 7
    • 28544450051 scopus 로고    scopus 로고
    • Predicting box-office success of motion pictures with neural networks
    • Sharda, R. and Delen, D., Predicting box-office success of motion pictures with neural networks, Exp. Sys. Apps., 30, 243, 2006.
    • (2006) Exp. Sys. Apps. , vol.30 , pp. 243
    • Sharda, R.1    Delen, D.2
  • 8
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart, D.E., Hinton, G.E., and Williams, R.J., Learning representations by back-propagating errors, Nature, 323, 533, 1986.
    • (1986) Nature , vol.323 , pp. 533
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 9
    • 0003516749 scopus 로고    scopus 로고
    • 8th ed., Oxford University Press, Oxford, U.K
    • Atkins, P. and De Paula, J., Physical Chemistry, 8th ed., Oxford University Press, Oxford, U.K., 2006.
    • (2006) Physical Chemistry
    • Atkins, P.1    de Paula, J.2
  • 10
    • 28244458405 scopus 로고    scopus 로고
    • Evaluation of different reaction strategies for the improvement of cetane number in diesel fuels
    • Santana, R.C. et al., Evaluation of different reaction strategies for the improvement of cetane number in diesel fuels, Fuel, 85, 643, 2006.
    • (2006) Fuel , vol.85 , pp. 643
    • Santana, R.C.1
  • 11
    • 33646756231 scopus 로고    scopus 로고
    • Characteristics of spherical particles using high-order neural networks and scanning flow cytometry
    • Berdnik, V.V. et al., Characteristics of spherical particles using high-order neural networks and scanning flow cytometry, J. Quant. Spectrosc. Radiat. Transf., 102, 62, 2006.
    • (2006) J. Quant. Spectrosc. Radiat. Transf. , vol.102 , pp. 62
    • Berdnik, V.V.1
  • 12
    • 27644467689 scopus 로고    scopus 로고
    • QSAR studies in 1-phenylbenzimidazoles as inhibitors of the platelet-derived growth factor
    • Katritzky, A.R. et al., QSAR studies in 1-phenylbenzimidazoles as inhibitors of the platelet-derived growth factor, Bioorg. Med. Chem., 13, 6598, 2005.
    • (2005) Bioorg. Med. Chem. , vol.13 , pp. 6598
    • Katritzky, A.R.1
  • 13
    • 30344436363 scopus 로고    scopus 로고
    • A neural network-based classification scheme for cytotoxicity predictions: Validation on 30,000 compounds
    • Molnar, L. et al., A neural network-based classification scheme for cytotoxicity predictions: Validation on 30,000 compounds, Med. Chem. Letts., 16, 1037, 2006.
    • (2006) Med. Chem. Letts. , vol.16 , pp. 1037
    • Molnar, L.1
  • 14
    • 34447650392 scopus 로고    scopus 로고
    • A pattern recognition method for electronic noses based on an olfactory neural network
    • Fu, J., et al., A pattern recognition method for electronic noses based on an olfactory neural network, Sens. Actuat. B: Chem., 125, 489, 2007.
    • (2007) Sens. Actuat. B: Chem. , vol.125 , pp. 489
    • Fu, J.1
  • 15
    • 33744945755 scopus 로고    scopus 로고
    • Evaluation of regression models in metabolic physiology: Predicting fluxes from isotopic data without knowledge of the pathway
    • Antoniewicz, M.R., Stephanopoulos, G., and Kelleher, J.K., Evaluation of regression models in metabolic physiology: Predicting fluxes from isotopic data without knowledge of the pathway, Metabolomics 2, 41, 2006.
    • (2006) Metabolomics , vol.2 , pp. 41
    • Antoniewicz, M.R.1    Stephanopoulos, G.2    Kelleher, J.K.3
  • 18
    • 0004217488 scopus 로고    scopus 로고
    • National Institute of Standards and Technology (NIST). Chemistry WebBook. http://webbook.nist.gov/chemistry.
    • Chemistry Webbook
  • 19
    • 29944447886 scopus 로고    scopus 로고
    • Geographical classification of crude oil by Kohonen selforganizing maps
    • Fonseca, A.M., et al, Geographical classification of crude oil by Kohonen selforganizing maps, Analytica Chimica Acta, 556, 374, 2006.
    • (2006) Analytica Chimica Acta , vol.556 , pp. 374
    • Fonseca, A.M.1
  • 20
    • 84956600685 scopus 로고    scopus 로고
    • Spotting relevant information in extremely large document collections, Computational Intelligence: Theory and Applications
    • (LNCS), Springer, Berlin
    • Kohonen, T., Spotting relevant information in extremely large document collections, Computational Intelligence: Theory and Applications, Lecture Notes in Computer Science, (LNCS), Springer, Berlin, 1625, 59, 1999.
    • (1999) Lecture Notes in Computer Science , vol.1625 , pp. 59
    • Kohonen, T.1
  • 21
    • 33846959867 scopus 로고    scopus 로고
    • Conformational analysis of lipid molecules by self-organizing maps
    • Murtola, T., et al., Conformational analysis of lipid molecules by self-organizing maps, J. Chem. Phys., 125, 054707, 2007.
    • (2007) J. Chem. Phys. , pp. 125
    • Murtola, T.1
  • 23
    • 35048826759 scopus 로고    scopus 로고
    • Interactive GSOM-based approaches for improving biomedical pattern discovery and visualization, Proceedings Computer and Information Science
    • Springer, Berlin
    • Wang, H.Y., Azuaje, F., and Black, N., Interactive GSOM-based approaches for improving biomedical pattern discovery and visualization, Proceedings Computer and Information Science, Lecture Notes in Computer Science (LNCS), Springer, Berlin, 3314, 556, 2004.
    • (2004) Lecture Notes in Computer Science (LNCS) , vol.3314 , pp. 556
    • Wang, H.Y.1    Azuaje, F.2    Black, N.3
  • 25
    • 85178607881 scopus 로고    scopus 로고
    • unpublished work
    • Ivrissimtzis, I.P., et al., unpublished work. http://www.mpi-sb.mpg.de/ivirssim/neural.pdf.
    • Ivrissimtzis, I.P.1
  • 26
    • 23244445943 scopus 로고    scopus 로고
    • Deterministic projection by growing cell structure networks for visualization of high-dimensionality datasets
    • Wong, J.W.H. and Cartwright, H.M., Deterministic projection by growing cell structure networks for visualization of high-dimensionality datasets. J. Biomed. Inform., 38, 322, 2005.
    • (2005) J. Biomed. Inform. , vol.38 , pp. 322
    • Wong, J.W.H.1    Cartwright, H.M.2
  • 27
    • 0033619476 scopus 로고    scopus 로고
    • Visualization of biomedical datasets by use of growing cell structure networks: A novel diagnostic classification technique
    • Walker, A.J., Cross, S.S., and Harrison, R.F., Visualization of biomedical datasets by use of growing cell structure networks: A novel diagnostic classification technique, Lancet, 354, 1518, 1999.
    • (1999) Lancet , vol.354 , pp. 1518
    • Walker, A.J.1    Cross, S.S.2    Harrison, R.F.3
  • 28
    • 0141495101 scopus 로고    scopus 로고
    • What’s AI done for me recently? Genetic Programming’s human-competitive results
    • Koza, J.R., Keane, M.A., and Streeter, M.J., What’s AI done for me recently? Genetic Programming’s human-competitive results, IEEE Intell. Systs. 18, 25, 2003.
    • (2003) IEEE Intell. Systs , vol.18 , pp. 25
    • Koza, J.R.1    Keane, M.A.2    Streeter, M.J.3
  • 30
    • 33745924994 scopus 로고    scopus 로고
    • Accurate prediction of the bloodbrain partitioning of a large set of solutes using ab intio calculations and genetic neural network modeling
    • Hemmateenejad, B., et al., Accurate prediction of the bloodbrain partitioning of a large set of solutes using ab intio calculations and genetic neural network modeling, J. Comp. Chem., 27, 1125, 2006.
    • (2006) J. Comp. Chem. , vol.27 , pp. 1125
    • Hemmateenejad, B.1
  • 31
    • 33745882650 scopus 로고    scopus 로고
    • Ab initio protein fold prediction using evolutionary algorithms: Influence of design and control parameters on performance
    • Djurdjevic, D.P., and Biggs, N.J., Ab initio protein fold prediction using evolutionary algorithms: Influence of design and control parameters on performance, J. Comp. Chem., 27, 1177, 2006.
    • (2006) J. Comp. Chem. , vol.27 , pp. 1177
    • Djurdjevic, D.P.1    Biggs, N.J.2
  • 32
    • 34547555116 scopus 로고    scopus 로고
    • Analyzing energy landscapes for folding model proteins
    • Cox, G.A. and Johnston, R.L., Analyzing energy landscapes for folding model proteins, J. Chem. Phys., 124, 204714, 2006.
    • (2006) J. Chem. Phys. , pp. 124
    • Cox, G.A.1    Johnston, R.L.2
  • 33
    • 33745611139 scopus 로고    scopus 로고
    • GAME: Detecting cis-regulatory elements using a genetic algorithm
    • Wei, Z. and Jensen, S.T., GAME: Detecting cis-regulatory elements using a genetic algorithm, Bioinformatics, 22, 1577, 2006.
    • (2006) Bioinformatics , vol.22 , pp. 1577
    • Wei, Z.1    Jensen, S.T.2
  • 34
    • 33744917515 scopus 로고    scopus 로고
    • A periodic genetic algorithm with real space representation for crystal structure and polymorph prediction
    • Abraham, N.L. and Probert, N.J., A periodic genetic algorithm with real space representation for crystal structure and polymorph prediction, Phys. Rev. B., 73, 224106, 2006.
    • (2006) Phys. Rev. B. , pp. 73
    • Abraham, N.L.1    Probert, N.J.2
  • 35
    • 85013968915 scopus 로고    scopus 로고
    • Theoretical studies of structure and segregation in 38-atom Ag-Au nanoalloys
    • Curley, B.C. et al., Theoretical studies of structure and segregation in 38-atom Ag-Au nanoalloys, Eur. Phys. J. D. Atom. Mol., Opt. Plasma Phys., 43, 53, 2007.
    • (2007) Eur. Phys. J. D. Atom. Mol., Opt. Plasma Phys. , vol.43 , pp. 53
    • Curley, B.C.1
  • 36
    • 33744994833 scopus 로고    scopus 로고
    • Interpretation of spectroscopic data from the iodine molecule using a genetic algorithm
    • Hartfield, R.J., Interpretation of spectroscopic data from the iodine molecule using a genetic algorithm, Appl. Math. Comp., 177, 597, 2006.
    • (2006) Appl. Math. Comp. , vol.177 , pp. 597
    • Hartfield, R.J.1
  • 42
    • 35949018560 scopus 로고
    • Statistical mechanics of cellular automata
    • Wolfram, S., Statistical mechanics of cellular automata, Revs. Mod. Phys., 55, 601, 1983.
    • (1983) Revs. Mod. Phys. , vol.55 , pp. 601
    • Wolfram, S.1
  • 43
    • 0002812729 scopus 로고
    • Computation theory of cellular automata
    • Wolfram, S., Computation theory of cellular automata, Commun. Math. Phys. 96, 15, 1984.
    • (1984) Commun. Math. Phys , vol.96 , pp. 15
    • Wolfram, S.1
  • 44
    • 33744803223 scopus 로고    scopus 로고
    • What is the biological basis of pattern formation of skin lesions?
    • Chuong, C.M., et al., What is the biological basis of pattern formation of skin lesions? Exp. Dermatol., 15, 547, 2006.
    • (2006) Exp. Dermatol. , vol.15 , pp. 547
    • Chuong, C.M.1
  • 48
    • 0034211858 scopus 로고    scopus 로고
    • Cooperative self-organization of microorganisms
    • Ben-Jacob, E., Cohen, I., and Levine, H., Cooperative self-organization of microorganisms. Adv. Phys. 49, 395, 2000.
    • (2000) Adv. Phys. , vol.49 , pp. 395
    • Ben-Jacob, E.1    Cohen, I.2    Levine, H.3
  • 49
    • 34548160518 scopus 로고    scopus 로고
    • Prediction of drug degradants using DELPHI: An expert system for focusing knowledge
    • Pole, D.L., Ando, H.Y., and Murphy, S.T., Prediction of drug degradants using DELPHI: An expert system for focusing knowledge, Mol. Pharm. 4, 539, 2007.
    • (2007) Mol. Pharm. , vol.4 , pp. 539
    • Pole, D.L.1    Ando, H.Y.2    Murphy, S.T.3
  • 50
    • 84900462273 scopus 로고    scopus 로고
    • Automatic structure elucidation through data base search and 2D NMR spectral analysis
    • Nuzillard, J-M. and Emerenciano, V.D.P., Automatic structure elucidation through data base search and 2D NMR spectral analysis, Nat. Prod. Comms. 1, 57, 2006.
    • (2006) Nat. Prod. Comms. , vol.1 , pp. 57
    • Nuzillard, J.-M.1    Emerenciano, V.D.P.2
  • 52
    • 34548670087 scopus 로고    scopus 로고
    • Expert system for fire and reactivity MSDS text
    • Prine, B., Expert system for fire and reactivity MSDS text, Proc. Safety Prog., 26, 123, 2006.
    • (2006) Proc. Safety Prog. , vol.26 , pp. 123
    • Prine, B.1
  • 58
    • 33746578495 scopus 로고    scopus 로고
    • Application of a fuzzy algorithm for pH control in a struvite crystallisation reactor
    • Chanona, J., et al., Application of a fuzzy algorithm for pH control in a struvite crystallisation reactor, Water Sci. Tech., 53, 161, 2006.
    • (2006) Water Sci. Tech. , vol.53 , pp. 161
    • Chanona, J.1
  • 59
    • 33646727341 scopus 로고    scopus 로고
    • An on-line optimisation of a SBR cycle for carbon and nitrogen removal based on on-line pH and OUR: The role of dissolved oxygen control
    • Puig, S., et al., An on-line optimisation of a SBR cycle for carbon and nitrogen removal based on on-line pH and OUR: The role of dissolved oxygen control, Water Sci. Tech., 53, 171, 2006.
    • (2006) Water Sci.Tech. , vol.53 , pp. 171
    • Puig, S.1
  • 60
    • 34547651402 scopus 로고    scopus 로고
    • Application of passive techniques for three-dimensional cameras
    • Malik, A.S., and Choi, T.S., Application of passive techniques for three-dimensional cameras, IEEE Trans. Cons. Elec. 53, 258, 2007.
    • (2007) IEEE Trans. Cons. Elec , vol.53 , pp. 258
    • Malik, A.S.1    Choi, T.S.2
  • 61
    • 33646361042 scopus 로고    scopus 로고
    • Fuzzy logic in medicine and bioinformatics
    • Torres, A. and Nieto, J.J., Fuzzy logic in medicine and bioinformatics, J. Biomed. Biotech., 91908, 2006.
    • (2006) J. Biomed. Biotech. , pp. 91908
    • Torres, A.1    Nieto, J.J.2
  • 63
    • 0037262193 scopus 로고    scopus 로고
    • A new integrated statistical approach to the diagnostic use of two-dimensional maps
    • Marengo, E., et al., A new integrated statistical approach to the diagnostic use of two-dimensional maps, Electrophoresis, 24, 225, 2003.
    • (2003) Electrophoresis , vol.24 , pp. 225
    • Marengo, E.1
  • 64
    • 1842423488 scopus 로고    scopus 로고
    • Differential analysis of pleural effusions by fuzzy logic based analysis of cytokines
    • Chomej, P., et al., Differential analysis of pleural effusions by fuzzy logic based analysis of cytokines, Respir. Med., 98, 308, 2004.
    • (2004) Respir. Med. , vol.98 , pp. 308
    • Chomej, P.1
  • 66
  • 68
    • 0041783883 scopus 로고    scopus 로고
    • A taxonomy for artificial embryogeny
    • MIT Press, Cambridge, MA
    • Stanley, K.O. and Miikkulainen, R. (2003) A taxonomy for artificial embryogeny. Artif. Life, 9:93–130, MIT Press, Cambridge, MA.
    • (2003) Artif. Life , vol.9 , pp. 93-130
    • Stanley, K.O.1    Miikkulainen, R.2
  • 69
    • 84903494416 scopus 로고    scopus 로고
    • Evolving hardware: Pumping life into dead silicon
    • Kumar, S. and Bentley, P.J. (eds.), Elsevier Academic Press, Amsterdam
    • Haddow, P.C., Tufte, G., and Van Remortel, P. (2003) Evolving hardware: Pumping life into dead silicon. In Kumar, S. and Bentley, P.J. (eds.) On Growth, Form and Computers, Elsevier Academic Press, Amsterdam, pp. 405–423.
    • (2003) On Growth, Form and Computers , pp. 405-423
    • Haddow, P.C.1    Tufte, G.2    van Remortel, P.3
  • 71
    • 0016702280 scopus 로고
    • Developmental algorithms for multicellular organisms: A survey of L-systems
    • Elsevier, Amsterdam
    • Lindenmayer, A. (1975) Developmental algorithms for multicellular organisms: A survey of L-systems. J. Theoret. Biol., 54:3-22, Elsevier, Amsterdam.
    • (1975) J. Theoret. Biol. , vol.54 , pp. 3-22
    • Lindenmayer, A.1
  • 75
    • 84946491745 scopus 로고    scopus 로고
    • Cartesian genetic programming. In proceedings of the Third European Conference on Genetic Programming
    • Springer-Verlag, Berlin
    • Miller, J.F. and Thomson, P. (2000) Cartesian genetic programming. In proceedings of the Third European Conference on Genetic Programming. LNCS, 1802:121–132, Springer-Verlag, Berlin.
    • (2000) LNCS , vol.1802 , pp. 121-132
    • Miller, J.F.1    Thomson, P.2
  • 76
    • 0013366209 scopus 로고
    • Master’s thesis, Department of Computer Engineering and Science, Case Western University, Cleveland, OH
    • Dellaert, F. (1995) Towards a Biologically Defensible Model of Development. Master’s thesis, Department of Computer Engineering and Science, Case Western University, Cleveland, OH.
    • (1995) Towards a Biologically Defensible Model of Development
    • Dellaert, F.1
  • 77
    • 0014489272 scopus 로고
    • Metabolic stability and epigenesis in randomly constructed genetic nets
    • Elsevier, Amsterdam
    • Kauffman, S. (1969) Metabolic stability and epigenesis in randomly constructed genetic nets. J. Theoret. Biol., 22:437–467, Elsevier, Amsterdam.
    • (1969) J. Theoret. Biol. , vol.22 , pp. 437-467
    • Kauffman, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.