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Volumn 4626 LNAI, Issue , 2007, Pages 31-45

Usages of generalization in case-based reasoning

(1)  Armengol, Eva a  

a CSIC   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTATIONAL METHODS; GLOBAL OPTIMIZATION; LEARNING SYSTEMS; MATHEMATICAL MODELS;

EID: 38049076075     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74141-1_3     Document Type: Conference Paper
Times cited : (17)

References (35)
  • 1
    • 0025725905 scopus 로고
    • Instance-based learning algorithms
    • Aha, D.W., Kibler, D., Albert, M.K.: Instance-based learning algorithms. Machine Learning 6(1), 37-66 (1991)
    • (1991) Machine Learning , vol.6 , Issue.1 , pp. 37-66
    • Aha, D.W.1    Kibler, D.2    Albert, M.K.3
  • 2
    • 0030201079 scopus 로고    scopus 로고
    • Acute and chronic toxicity of aromatic amines studied in the isolated perfused rat liver
    • Ambs, S., Neumann, H.G.: Acute and chronic toxicity of aromatic amines studied in the isolated perfused rat liver. Toxicol. Applied Pharmacol. 139, 186-194 (1996)
    • (1996) Toxicol. Applied Pharmacol , vol.139 , pp. 186-194
    • Ambs, S.1    Neumann, H.G.2
  • 3
    • 37249035929 scopus 로고    scopus 로고
    • Armengol, E.: Discovering plausible explanations of carcinogenecity in chemical compounds. In: Perner, P. (ed.) MLDM 2007. LNCS (LNAI), 4571, pp. 756-769. Springer, Heidelberg (2007)
    • Armengol, E.: Discovering plausible explanations of carcinogenecity in chemical compounds. In: Perner, P. (ed.) MLDM 2007. LNCS (LNAI), vol. 4571, pp. 756-769. Springer, Heidelberg (2007)
  • 4
    • 0034541104 scopus 로고    scopus 로고
    • Bottom-up induction of feature terms
    • Armengol, E., Plaza, E.: Bottom-up induction of feature terms. Machine Learning 41(1), 259-294 (2000)
    • (2000) Machine Learning , vol.41 , Issue.1 , pp. 259-294
    • Armengol, E.1    Plaza, E.2
  • 5
    • 84948164698 scopus 로고    scopus 로고
    • Armengol, E., Plaza, E.: Lazy induction of descriptions for relational case-based learning. In: Flach, P.A., De Raedt, L. (eds.) ECML 2001. LNCS (LNAI), 2167, pp. 13-24. Springer, Heidelberg (2001)
    • Armengol, E., Plaza, E.: Lazy induction of descriptions for relational case-based learning. In: Flach, P.A., De Raedt, L. (eds.) ECML 2001. LNCS (LNAI), vol. 2167, pp. 13-24. Springer, Heidelberg (2001)
  • 6
    • 8344232273 scopus 로고    scopus 로고
    • Armengol, E., Plaza, E.: Discovery of toxicological patterns with lazy learning. In: Palade, V., Howlett, R.J., Jain, L. (eds.) KES 2003. LNCS, 2774, pp. 919-926. Springer, Heidelberg (2003)
    • Armengol, E., Plaza, E.: Discovery of toxicological patterns with lazy learning. In: Palade, V., Howlett, R.J., Jain, L. (eds.) KES 2003. LNCS, vol. 2774, pp. 919-926. Springer, Heidelberg (2003)
  • 7
    • 0242485283 scopus 로고    scopus 로고
    • Relational case-based reasoning for carcinogenic activity prediction
    • Armengol, E., Plaza, E.: Relational case-based reasoning for carcinogenic activity prediction. Artif. Intell. Rev. 20(1-2), 121-141 (2003)
    • (2003) Artif. Intell. Rev , vol.20 , Issue.1-2 , pp. 121-141
    • Armengol, E.1    Plaza, E.2
  • 8
    • 8344290489 scopus 로고    scopus 로고
    • Armengol, E., Plaza, E.: Remembering similitude terms in case-based reasoning. In: Perner, P., Rosenfeld, A. (eds.) MLDM 2003. LNCS, 2734, pp. 121-130. Springer, Heidelberg (2003)
    • Armengol, E., Plaza, E.: Remembering similitude terms in case-based reasoning. In: Perner, P., Rosenfeld, A. (eds.) MLDM 2003. LNCS, vol. 2734, pp. 121-130. Springer, Heidelberg (2003)
  • 9
    • 33746049832 scopus 로고    scopus 로고
    • Symbolic explanation of similarities in case-based reasoning
    • Armengol, E., Plaza, E.: Symbolic explanation of similarities in case-based reasoning. Computing and informatics 25(2-3), 153-171 (2006)
    • (2006) Computing and informatics , vol.25 , Issue.2-3 , pp. 153-171
    • Armengol, E.1    Plaza, E.2
  • 10
    • 0002759211 scopus 로고    scopus 로고
    • Similarity measures for object-oriented case representations
    • Smyth, B, Cunningham, P, eds, EWCBR 1998, Springer, Heidelberg
    • Bergmann, R., Stahl, A.: Similarity measures for object-oriented case representations. In: Smyth, B., Cunningham, P. (eds.) EWCBR 1998. LNCS (LNAI), vol. 1488, pp. 8-13. Springer, Heidelberg (1998)
    • (1998) LNCS (LNAI , vol.1488 , pp. 8-13
    • Bergmann, R.1    Stahl, A.2
  • 13
    • 38049084512 scopus 로고    scopus 로고
    • Overview of different ai approaches combined with a deductive logic-based expert system for predicting chemical toxicity
    • Gini, G.C, Katrizky, A.R, eds, AAAI Press, Stanford
    • Darvas, F., Papp, A., Allerdyce, A., Benfenati, E., Gini, G., et al.: Overview of different ai approaches combined with a deductive logic-based expert system for predicting chemical toxicity. In: Gini, G.C., Katrizky, A.R. (eds.) Predictive Toxicology of Chemicals: Experiences and Impacts of AI Tools, pp. 94-99. AAAI Press, Stanford (1999)
    • (1999) Predictive Toxicology of Chemicals: Experiences and Impacts of AI Tools , pp. 94-99
    • Darvas, F.1    Papp, A.2    Allerdyce, A.3    Benfenati, E.4    Gini, G.5
  • 14
    • 84880088183 scopus 로고    scopus 로고
    • Finding frequent substructures in chemical compounds
    • Agrawal, R, Stolorz, P, Piatetsky-Shapiro, G, eds, AAAI Press, Stanford
    • Dehaspe, L., Toivonen, H., King, R.D.: Finding frequent substructures in chemical compounds. In: Agrawal, R., Stolorz, P., Piatetsky-Shapiro, G. (eds.) 4th International Conference on Knowledge Discovery and Data Mining, pp. 30-36. AAAI Press, Stanford (1998)
    • (1998) 4th International Conference on Knowledge Discovery and Data Mining , pp. 30-36
    • Dehaspe, L.1    Toivonen, H.2    King, R.D.3
  • 18
    • 38049021278 scopus 로고    scopus 로고
    • Explanations in CBR
    • Funk, P, Gonzalez Calero, P.A, eds, ECCBR 2004, Springer, Heidelberg
    • Gervás, P., Gupta, K.M.: Explanations in CBR. In: Funk, P., Gonzalez Calero, P.A. (eds.) ECCBR 2004. LNCS (LNAI), vol. 3155, pp. 142-144. Springer, Heidelberg (2004)
    • (2004) LNCS (LNAI , vol.3155 , pp. 142-144
    • Gervás, P.1    Gupta, K.M.2
  • 21
    • 85142206391 scopus 로고    scopus 로고
    • Helma, C., Kramer, S.: A survey of the predictive toxicology challenge 2000-2001. Bioinformatics (page in press, 2003)
    • Helma, C., Kramer, S.: A survey of the predictive toxicology challenge 2000-2001. Bioinformatics (page in press, 2003)
  • 22
    • 38049021803 scopus 로고    scopus 로고
    • Katritzky, A.R., Petrukhin, R., Yang, H., Karelson, M.: CODESSA PRO. User's manual. University of Florida (2002)
    • Katritzky, A.R., Petrukhin, R., Yang, H., Karelson, M.: CODESSA PRO. User's manual. University of Florida (2002)
  • 23
    • 0021529312 scopus 로고
    • Artificial intelligence approach to structure-activity studies: Computer automated structure evaluation of biological activity of organic molecules
    • Klopman, G.: Artificial intelligence approach to structure-activity studies: Computer automated structure evaluation of biological activity of organic molecules. Journal of the America Chemical society 106, 7315-7321 (1984)
    • (1984) Journal of the America Chemical society , vol.106 , pp. 7315-7321
    • Klopman, G.1
  • 25
    • 38049070531 scopus 로고    scopus 로고
    • McCarthy, K., Reilly, J., McGinty, L., Smyth, B.: Thinking positively - explanatory feedback for conversational recommender systems. In: Procs of the ECCBR 2004 Workshops. TR 142-04, pp. 115-124. Dep. de Sistemas Informáticos y Programación, Universidad Complutense de Madrid, Madrid, Spain (2004)
    • McCarthy, K., Reilly, J., McGinty, L., Smyth, B.: Thinking positively - explanatory feedback for conversational recommender systems. In: Procs of the ECCBR 2004 Workshops. TR 142-04, pp. 115-124. Dep. de Sistemas Informáticos y Programación, Universidad Complutense de Madrid, Madrid, Spain (2004)
  • 26
    • 38049016140 scopus 로고    scopus 로고
    • McSherry, D.: Explanation in recommendation systems. In: Procs. of the ECCBR 2004 Workshops. TR 142-04, pp. 125-134. Dep. de Sistemas Informáticos y Programación, Univ. Complutense de Madrid, Madrid, Spain (2004)
    • McSherry, D.: Explanation in recommendation systems. In: Procs. of the ECCBR 2004 Workshops. TR 142-04, pp. 125-134. Dep. de Sistemas Informáticos y Programación, Univ. Complutense de Madrid, Madrid, Spain (2004)
  • 27
    • 0004255908 scopus 로고    scopus 로고
    • Machine Learning
    • International Editions, McGraw-Hill, New York
    • Mitchell, T.M.: Machine Learning (International Editions). Computer Science Series. McGraw-Hill, New York (1997)
    • (1997) Computer Science Series
    • Mitchell, T.M.1
  • 29
    • 1942516871 scopus 로고    scopus 로고
    • Justification-based multiagent learning
    • Morgan Kaufmann, San Francisco
    • Ontañón, S., Plaza, E.: Justification-based multiagent learning. In: Procs. 20th ICML, pp. 576-583. Morgan Kaufmann, San Francisco (2003)
    • (2003) Procs. 20th ICML , pp. 576-583
    • Ontañón, S.1    Plaza, E.2
  • 30
    • 33744584654 scopus 로고
    • Induction of decision trees
    • Quinlan, J.R.: Induction of decision trees. Mach. Learn. 1(1), 81-106 (1986)
    • (1986) Mach. Learn , vol.1 , Issue.1 , pp. 81-106
    • Quinlan, J.R.1
  • 31
    • 0025863682 scopus 로고
    • Computer prediction of possible toxic action from chemical structure: The derek system
    • Sanderson, D.M., Earnshaw, C.G.: Computer prediction of possible toxic action from chemical structure: the derek system. Human and Experimental Toxicology 10, 261-273 (1991)
    • (1991) Human and Experimental Toxicology , vol.10 , pp. 261-273
    • Sanderson, D.M.1    Earnshaw, C.G.2
  • 32
    • 38049052779 scopus 로고    scopus 로고
    • Similarity, diversity and the comparison of molecular structures
    • Gini, G.C, Katrizky, A.R, eds, AAAI Press, Stanford
    • Sello, G.: Similarity, diversity and the comparison of molecular structures. In: Gini, G.C., Katrizky, A.R. (eds.) Predictive Toxicology of Chemicals: Experiences and Impacts of AI Tools, pp. 36-39. AAAI Press, Stanford (1999)
    • (1999) Predictive Toxicology of Chemicals: Experiences and Impacts of AI Tools , pp. 36-39
    • Sello, G.1
  • 33
    • 33746039082 scopus 로고    scopus 로고
    • Allergenicity and toxicity of amines in foods
    • New Orleans, Louisiana
    • Sorensen, R.U.: Allergenicity and toxicity of amines in foods. In: Procs. of the IFT 2001 Annual Meeting, New Orleans, Louisiana (2001)
    • (2001) Procs. of the IFT 2001 Annual Meeting
    • Sorensen, R.U.1
  • 35
    • 0023965741 scopus 로고
    • Smiles a chemical language and information system
    • Weininger, D.J.: Smiles a chemical language and information system. J. Chem. Inf. Comput. Sci. 28(1), 31-36 (1988)
    • (1988) J. Chem. Inf. Comput. Sci , vol.28 , Issue.1 , pp. 31-36
    • Weininger, D.J.1


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