메뉴 건너뛰기




Volumn 37, Issue 8, 1998, Pages 9-18

Estimating environmental pollution by xenobiotic chemicals using QSAR (QSBR) models based on artificial intelligence

Author keywords

Artificial intelligence; Biodegradation; Machine learning; Pollution modelling; QSAR; QSBR

Indexed keywords

MACHINE LEARNING;

EID: 0031839926     PISSN: 02731223     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0273-1223(98)00231-5     Document Type: Conference Paper
Times cited : (14)

References (28)
  • 3
    • 0024679711 scopus 로고
    • Screening-level model for aerobic biodegradability based on a survey of expert knowledge
    • Boethling R.S. and Sabljić A. (1989). Screening-level model for aerobic biodegradability based on a survey of expert knowledge. Environmental Science and Technology, Vol. 23, No. 6; 672-679.
    • (1989) Environmental Science and Technology , vol.23 , Issue.6 , pp. 672-679
    • Boethling, R.S.1    Sabljić, A.2
  • 5
    • 0021347121 scopus 로고
    • Deterministic three-half-order kinetic model for microbial degradation of added carbon substrates in soil
    • Brunner W. and Focht D.D. (1984). Deterministic three-half-order kinetic model for microbial degradation of added carbon substrates in soil. Applied and Environmental Microbiology, Vol. 47, No. 1: 167-172.
    • (1984) Applied and Environmental Microbiology , vol.47 , Issue.1 , pp. 167-172
    • Brunner, W.1    Focht, D.D.2
  • 6
    • 0027316393 scopus 로고
    • New trends in structure-biodegradability relationships
    • Cambon B. and Devillers J. (1993). New trends in structure-biodegradability relationships. Quant. Struct. Act. Relat., Vol. 12, No. 1, pp. 49-58.
    • (1993) Quant. Struct. Act. Relat. , vol.12 , Issue.1 , pp. 49-58
    • Cambon, B.1    Devillers, J.2
  • 7
    • 0001929348 scopus 로고
    • Assistant 86: A knowledge-elicitation tool for sophisticated users
    • nd European Working Session on Learning, Bled, Yugoslavia (now Slovenia - comment by B. Kompare), May 1987, Sigma Press, Wilmslow/Willey
    • nd European Working Session on Learning, Bled, Yugoslavia (now Slovenia - comment by B. Kompare), May 1987, Sigma Press, Wilmslow/Willey, pp. 31-45.
    • (1987) Progress in Machine Learning , pp. 31-45
    • Cestnik, B.1    Kononenko, I.2    Bratko, I.3
  • 8
    • 0025551818 scopus 로고
    • Development of quantitative structure-activity relationships for predicting biodegradation kinetics
    • Desai S.M., Govind R. and Tabak H.H. (1990). Development of quantitative structure-activity relationships for predicting biodegradation kinetics. Environmental Toxicology and Chemistry, Vol. 9: 473-477.
    • (1990) Environmental Toxicology and Chemistry , vol.9 , pp. 473-477
    • Desai, S.M.1    Govind, R.2    Tabak, H.H.3
  • 9
    • 0009591637 scopus 로고
    • Modelling biodegradation by an example-based learning system
    • Gamberger D., Sekušak S. and Sabljić A. (1993). Modelling biodegradation by an example-based learning system. Informatica, 17, pp 157-166.
    • (1993) Informatica , vol.17 , pp. 157-166
    • Gamberger, D.1    Sekušak, S.2    Sabljić, A.3
  • 10
    • 0030479252 scopus 로고    scopus 로고
    • Application of experts' judgement to derive structure-biodegradation relationships
    • Gamberger D., Horvatić D., Sekušak S. and Sabljić A., 1996. Application of experts' judgement to derive structure-biodegradation relationships. Environ. Sci. Poll. Res., Vol. 3, 224-228.
    • (1996) Environ. Sci. Poll. Res. , vol.3 , pp. 224-228
    • Gamberger, D.1    Horvatić, D.2    Sekušak, S.3    Sabljić, A.4
  • 11
  • 18
    • 0026459988 scopus 로고
    • Drug design by machine learning: The use of inductive logic programming to model the structure-activity relationships of trimethoprim analogues binding to dihydrofolate reductase
    • King R., Muggleton S. and Sternberg M.J.E. (1992). Drug design by machine learning: The use of inductive logic programming to model the structure-activity relationships of trimethoprim analogues binding to dihydrofolate reductase. Proc. of the National Academy of Sciences, 89(23): pp. 11322-11326.
    • (1992) Proc. of the National Academy of Sciences , vol.89 , Issue.23 , pp. 11322-11326
    • King, R.1    Muggleton, S.2    Sternberg, M.J.E.3
  • 20
    • 2642701370 scopus 로고    scopus 로고
    • QSAR models for biodegradability of chemicals constructed with machine learning tools
    • (199?). in preparation
    • Kompare B., Halling-Soørensen B., Jørgensen S.E., Bratko I. and Robnik M. (199?). QSAR models for biodegradability of chemicals constructed with machine learning tools, Chemosphere, in preparation.
    • Chemosphere
    • Kompare, B.1    Halling-Soørensen, B.2    Jørgensen, S.E.3    Bratko, I.4    Robnik, M.5
  • 22
    • 0030246971 scopus 로고    scopus 로고
    • A QSAR-based biodegradability model - A QSBR
    • Okey R.W. and Stensel H.D. (1996). A QSAR-based biodegradability model - a QSBR. Water Resources, Vol. 30, No. 9, pp. 2206-2214.
    • (1996) Water Resources , vol.30 , Issue.9 , pp. 2206-2214
    • Okey, R.W.1    Stensel, H.D.2
  • 23
    • 0019941497 scopus 로고
    • Structure-activity relationships in microbial transformation of phenols
    • Paris D.F., Wolfe N.L. and Steen W.C. (1982). Structure-activity relationships in microbial transformation of phenols. Applied and Environmental Microbiology, Vol. 44, No. 1: 153-158.
    • (1982) Applied and Environmental Microbiology , vol.44 , Issue.1 , pp. 153-158
    • Paris, D.F.1    Wolfe, N.L.2    Steen, W.C.3
  • 24
    • 0026329516 scopus 로고
    • Chemical topology and ecotoxicology
    • J.L.M. Hermens and A. Opperhuizen, (Eds.), Proceedings of the Fourth International Workshop, Veldhoven, The Netherlands, 16-20 September 1990, ELSEVIER
    • Sabljić A. (1991). Chemical topology and ecotoxicology. In: J.L.M. Hermens and A. Opperhuizen, (Eds.), QSAR in Environmental Toxicology - IV, Proceedings of the Fourth International Workshop, Veldhoven, The Netherlands, 16-20 September 1990, ELSEVIER, pp. 197-220.
    • (1991) QSAR in Environmental Toxicology - IV , pp. 197-220
    • Sabljić, A.1
  • 26
    • 0023116985 scopus 로고
    • Quantitative structure-biodegradability relationships for alcohols, ketones and alicyclic compounds
    • Vaishnav D.D., Boethling R.S. and Babeu L. (1987). Quantitative structure-biodegradability relationships for alcohols, ketones and alicyclic compounds. Chemosphere, Vol. 16, No. 4: 695-703.
    • (1987) Chemosphere , vol.16 , Issue.4 , pp. 695-703
    • Vaishnav, D.D.1    Boethling, R.S.2    Babeu, L.3
  • 27
    • 0027899790 scopus 로고
    • Quantitative structure-biodegradability relationships (QSBRs) using modified autocorrelation method (MAM)
    • Zakarya D., Belkhadir M. and Fkih-Tetouani S. (1993). Quantitative structure-biodegradability relationships (QSBRs) using modified autocorrelation method (MAM). SAR and QSAR in Environmental Research, Vol. 1: 21-27.
    • (1993) SAR and QSAR in Environmental Research , vol.1 , pp. 21-27
    • Zakarya, D.1    Belkhadir, M.2    Fkih-Tetouani, S.3
  • 28
    • 0025737494 scopus 로고
    • Prediction of biodegradability of organic chemicals by an artificial neural network
    • Zitko V. (1991). Prediction of biodegradability of organic chemicals by an artificial neural network. Chemosphere, Vol. 23, No. 3: 305-312.
    • (1991) Chemosphere , vol.23 , Issue.3 , pp. 305-312
    • Zitko, V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.