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Volumn 2774 PART 2, Issue , 2003, Pages 911-918

A study of aquatic toxicity using artificial neural networks

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; CHEMICAL COMPOUNDS; DATA REDUCTION; DATABASE SYSTEMS; INFORMATION ANALYSIS; LEARNING SYSTEMS; MATHEMATICAL MODELS; MOLECULAR STRUCTURE; OPTIMIZATION; REGRESSION ANALYSIS; KNOWLEDGE BASED SYSTEMS; NEURAL NETWORKS; TOXICITY;

EID: 8344256479     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-45226-3_125     Document Type: Conference Paper
Times cited : (3)

References (25)
  • 1
    • 8344288294 scopus 로고    scopus 로고
    • A toxicologist's view and evaluation, Predictive Toxicology Challenge (PTC) 2000 - 2001
    • Freiburg
    • Woo, Y-t: A Toxicologist's View and Evaluation, Predictive Toxicology Challenge (PTC) 2000 - 2001. In: ECML/PKDD 2001. Freiburg (2001)
    • (2001) ECML/PKDD 2001
    • Woo, Y.-T.1
  • 3
    • 0029080388 scopus 로고
    • The expanding role of quantitative structure-activity relationship (QSAR) in toxicology
    • Hansch, C., Hoekman, D., Leo, A., Zhang, L., Li, P.: The expanding role of quantitative structure-activity relationship (QSAR) in toxicology. Toxicology Letters 79 (1995) 45-53
    • (1995) Toxicology Letters , vol.79 , pp. 45-53
    • Hansch, C.1    Hoekman, D.2    Leo, A.3    Zhang, L.4    Li, P.5
  • 4
    • 0030941637 scopus 로고    scopus 로고
    • Computational predictive programs (expert systems) in toxicology
    • Benfenati, E., Gini, G.: Computational predictive programs (expert systems) in toxicology. Toxicology 119 (1997) 213-225
    • (1997) Toxicology , vol.119 , pp. 213-225
    • Benfenati, E.1    Gini, G.2
  • 5
    • 8344255833 scopus 로고    scopus 로고
    • Predictive toxicology of chemicals: Experience and impact of AI tools
    • AAI Press
    • Gini, G.: Predictive Toxicology of Chemicals: Experience and Impact of AI tools. AI MAGAZINE, vol. 21/3. AAI Press (2000) 81-84
    • (2000) AI MAGAZINE , vol.21 , Issue.3 , pp. 81-84
    • Gini, G.1
  • 10
    • 8344230069 scopus 로고    scopus 로고
    • Neuro-fuzzy knowledge integration applied in toxicity prediction
    • Abraham, A., Jain, L.C., Jain, R. K., Faucher, C., Ichalkaranje, N. (eds.). Physica-Verlag chapter 13 (to appear)
    • Neagu, C.D., Gini, G.: Neuro-Fuzzy Knowledge Integration applied in Toxicity Prediction, In: Abraham, A., Jain, L.C., Jain, R. K., Faucher, C., Ichalkaranje, N. (eds.): Innovations in Knowledge Engineering. Physica-Verlag (2003) chapter 13 (to appear)
    • (2003) Innovations in Knowledge Engineering
    • Neagu, C.D.1    Gini, G.2
  • 12
    • 0000898029 scopus 로고    scopus 로고
    • Identification of mechanisms of toxic action of -phenols to Tetrahymena pyriformis from molecular descriptors
    • Chen, F., Schuurmann, G. (eds.): SETAC Press, Pensacola USA
    • Schultz, T.W., Sinks, G.D., Cronin, M.T.D.: Identification of mechanisms of toxic action of -phenols to Tetrahymena pyriformis from molecular descriptors. In: Chen, F., Schuurmann, G. (eds.): Quantitative Structure-Activity Relationships in Environmental Sciences - VII. SETAC Press, Pensacola USA (1997) 329-342
    • (1997) Quantitative Structure-activity Relationships in Environmental Sciences - VII , pp. 329-342
    • Schultz, T.W.1    Sinks, G.D.2    Cronin, M.T.D.3
  • 14
    • 8344238321 scopus 로고    scopus 로고
    • Office of Research, Laboratory Mid-Continent Division (MED), Duluth, Minnesota, by OAO Corporation Duluth Minnesota
    • ECOTOX, ECOTOXicology Database System: prepared for the U.S. Environmental Protection Agency, Office of Research, Laboratory Mid-Continent Division (MED), Duluth, Minnesota, by OAO Corporation Duluth Minnesota (2000)
    • (2000) ECOTOXicology Database System: Prepared for the U.S. Environmental Protection Agency
  • 15
    • 0030981036 scopus 로고    scopus 로고
    • Predicting modes of toxic action from chemical structure: Acute toxicity in the fathead minnow (Pimephales promelas)
    • Russom, C. L., Bradbury, S.P., Hammermeister, D.E., Drummond, S.J.: Predicting modes of toxic action from chemical structure: acute toxicity in the fathead minnow (Pimephales promelas). Environmental Toxicology Chemistry 16 (1997) 948-967
    • (1997) Environmental Toxicology Chemistry , vol.16 , pp. 948-967
    • Russom, C.L.1    Bradbury, S.P.2    Hammermeister, D.E.3    Drummond, S.J.4
  • 17
    • 0024866495 scopus 로고
    • On the approximate realization of continuous mappings by neural networks
    • Funahashi, K.: On the Approximate Realization of Continuous Mappings by Neural Networks. Neural Networks 2 (1989) 183-192
    • (1989) Neural Networks , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 18
    • 0035184436 scopus 로고    scopus 로고
    • Parameterization of electrophilicity for the prediction of toxicity of aromatic compounds
    • Cronin, M.T.D., Manga, N., Seward, R., Sinks, G.D., Schulte, T.W.: Parameterization of electrophilicity for the prediction of toxicity of aromatic compounds. Chem. Res. Toxicol. 14 (2001) 1498-1505
    • (2001) Chem. Res. Toxicol. , vol.14 , pp. 1498-1505
    • Cronin, M.T.D.1    Manga, N.2    Seward, R.3    Sinks, G.D.4    Schulte, T.W.5
  • 19
    • 0034819653 scopus 로고    scopus 로고
    • Correlation of Tetrahymena and Pimephales toxicity: Evaluation of 100 additional compounds
    • Sinks, G.D., Schultz, T.W.: Correlation of Tetrahymena and Pimephales toxicity: evaluation of 100 additional compounds. Environ. Toxicol. Chem. 20 (2001) 917-921
    • (2001) Environ. Toxicol. Chem. , vol.20 , pp. 917-921
    • Sinks, G.D.1    Schultz, T.W.2
  • 20
    • 0036882521 scopus 로고    scopus 로고
    • Comparative assessment of methods to develop QSARs for the prediction of the toxicity of phenols to Tetrahymena pyriformis
    • Cronin, M.T.D., Aptula, A.O., Duffy, J.C., Netzeva, T.I., Rowe, P.H., Valkova, I.V., Schulte, T.W.: Comparative assessment of methods to develop QSARs for the prediction of the toxicity of phenols to Tetrahymena pyriformis. Chemosphere 49 (2002) 1201-1221
    • (2002) Chemosphere , vol.49 , pp. 1201-1221
    • Cronin, M.T.D.1    Aptula, A.O.2    Duffy, J.C.3    Netzeva, T.I.4    Rowe, P.H.5    Valkova, I.V.6    Schulte, T.W.7
  • 21
    • 0029926824 scopus 로고    scopus 로고
    • Structure-toxicity relationships for phenols to Tetrahymena pyriformis
    • Cronin, M.T.D., Schultz, T.W.: Structure-toxicity relationships for phenols to Tetrahymena pyriformis. Chemosphere 32 (1996) 1453-1468
    • (1996) Chemosphere , vol.32 , pp. 1453-1468
    • Cronin, M.T.D.1    Schultz, T.W.2
  • 22
    • 8344271354 scopus 로고    scopus 로고
    • http://www.mathworks.com/access/helpdesk/help/toolbox/nnet/nnet.shtml


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.