메뉴 건너뛰기




Volumn 20, Issue 1-2, 2003, Pages 121-141

Relational case-based reasoning for carcinogenic activity prediction

Author keywords

Feature terms; Lazy learning methods; Machine learning; Similarity assessment; Toxicology dataset

Indexed keywords

CARCINOGENS; CHEMICAL COMPOUNDS; PROBLEM SOLVING; PROTEINS; TOXIC MATERIALS;

EID: 0242485283     PISSN: 02692821     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1026076312419     Document Type: Article
Times cited : (28)

References (30)
  • 1
    • 0034541104 scopus 로고    scopus 로고
    • Bottom-up induction of feature terms
    • Armengol, E. & Plaza, E. (2000). Bottom-up Induction of Feature Terms. Machine Learning 41(1): 259-294.
    • (2000) Machine Learning , vol.41 , Issue.1 , pp. 259-294
    • Armengol, E.1    Plaza, E.2
  • 2
    • 0035066840 scopus 로고    scopus 로고
    • Individual prognosis of diabetes long-term risks: A CBR approach
    • Armengol, E. & Plaza, E. (2001). Individual Prognosis of Diabetes Long-term Risks: A CBR Approach. Methods of Information in Medicine: 46-51.
    • (2001) Methods of Information in Medicine , pp. 46-51
    • Armengol, E.1    Plaza, E.2
  • 3
    • 84956605428 scopus 로고    scopus 로고
    • Similarity assessment for relational CBR
    • In Aha, D. W. & Watson, I. (eds.); Lecture Notes in Artificial Intelligence, 2080, Springer-Verlag
    • Armengol, E. & Plaza, E. (2001) Similarity Assessment for Relational CBR. In Aha, D. W. & Watson, I. (eds.) CBR Research and Development. Proceedings of the ICCBR 2001. Vancouver, BC, Canada, 44-58. Lecture Notes in Artificial Intelligence, 2080, Springer-Verlag.
    • (2001) CBR Research and Development. Proceedings of the ICCBR 2001. Vancouver, BC, Canada , pp. 44-58
    • Armengol, E.1    Plaza, E.2
  • 4
    • 84958593114 scopus 로고    scopus 로고
    • Similarity measures for object-oriented case representations
    • Lecture Notes in Artificial Intelligence. Springer Verlag
    • Bergmann, R. & Stahl, A. (1998). Similarity Measures for Object-Oriented Case Representations. Proc. European Workshop on Case-Based Reasoning, EWCBR-98, 8-13, Lecture Notes in Artificial Intelligence. Springer Verlag.
    • (1998) Proc. European Workshop on Case-Based Reasoning, EWCBR-98 , pp. 8-13
    • Bergmann, R.1    Stahl, A.2
  • 5
    • 0242480962 scopus 로고
    • Why and how to define a similarity measure for object based representation systems
    • Amsterdam: IOS Press
    • Bisson, G. (1995). Why and How to Define a Similarity Measure for Object Based Representation Systems. In Towards Very Large Knowledge Bases, 236-246. Amsterdam: IOS Press. citeseer.nj.nec.com/bisson95why.html
    • (1995) Towards Very Large Knowledge Bases , pp. 236-246
    • Bisson, G.1
  • 9
    • 84976225453 scopus 로고
    • Structural similarity as a guidance in case-based design
    • Börner, K. (1994). Structural Similarity as a Guidance in Case-Based Design. Topics in Case-Based Reasoning: EWCBR'94, 197-208.
    • (1994) Topics in Case-Based Reasoning: EWCBR'94 , pp. 197-208
    • Börner, K.1
  • 12
    • 84880088183 scopus 로고    scopus 로고
    • Finding frequent substructures in chemical compounds
    • In Agrawal, R., Stolorz, P. & Piatesky-Shapiro, G. (eds.); AAAI Press
    • Dehaspe, L., Toivonen, H. & King, R. D. (1998). Finding Frequent Substructures in Chemical Compounds. In Agrawal, R., Stolorz, P. & Piatesky-Shapiro, G. (eds.) 4th International Conference on Knowledge Discovery and Data Mining, 30-36. AAAI Press.
    • (1998) 4th International Conference on Knowledge Discovery and Data Mining , pp. 30-36
    • Dehaspe, L.1    Toivonen, H.2    King, R.D.3
  • 14
    • 0030649484 scopus 로고    scopus 로고
    • Solving the multiple instance problem with axis-parallel rectangles
    • Dietterich, T., Lathrop, R. & Lozano-Perez, T. (1997). Solving the Multiple Instance Problem with Axis-Parallel Rectangles. AI Journal 89(1-2): 31-71.
    • (1997) AI Journal , vol.89 , Issue.1-2 , pp. 31-71
    • Dietterich, T.1    Lathrop, R.2    Lozano-Perez, T.3
  • 15
  • 17
    • 85158091785 scopus 로고    scopus 로고
    • Graph based concept learning
    • AAAI/IAAI
    • Gonzalez, J. A., Holder, L. B. & Cook, D. J. (2000). Graph Based Concept Learning. AAAI/IAAI, 1072. citeseer.nj.nec.com/469541.html
    • (2000) , pp. 1072
    • Gonzalez, J.A.1    Holder, L.B.2    Cook, D.J.3
  • 19
    • 0037867786 scopus 로고    scopus 로고
    • The predictive toxicology challenge 2000-2001
    • ECML/PKDD 2001. Freiburg
    • Helma, C., King, R., Kramer, S. & Srinivasan, A. (2001). The Predictive Toxicology Challenge 2000-2001. ECML/PKDD 2001. Freiburg.
    • (2001)
    • Helma, C.1    King, R.2    Kramer, S.3    Srinivasan, A.4
  • 20
    • 0038156116 scopus 로고    scopus 로고
    • A survey of the predictive toxicology challenge 2000-2001
    • in press
    • Helma, C. & Kramer, S. (2003). A Survey of the Predictive Toxicology Challenge 2000-2001. Bioinformatics, in press.
    • (2003) Bioinformatics
    • Helma, C.1    Kramer, S.2
  • 21
    • 0035312303 scopus 로고    scopus 로고
    • Relational instance-based learning with lists and terms
    • Horváth, T., Wrobel, S. & Bohnebeck, U. (2001). Relational Instance-based Learning with Lists and Terms. Machine Learning Journal 43(1): 53-80.
    • (2001) Machine Learning Journal , vol.43 , Issue.1 , pp. 53-80
    • Horváth, T.1    Wrobel, S.2    Bohnebeck, U.3
  • 24
    • 84877620860 scopus 로고
    • Cases as terms: A feature term approach to the structured representation of cases
    • In Veloso, M. & Aamodt, A. (eds.); Lecture Notes in Artificial Intelligence. Springer-Verlag
    • Plaza, E. (1995). Cases as terms: A Feature Term Approach to the Structured Representation of Cases. In Veloso, M. & Aamodt, A. (eds.) Case-Based Reasoning, ICCBR-95, 265-276. Lecture Notes in Artificial Intelligence. Springer-Verlag.
    • (1995) Case-Based Reasoning, ICCBR-95 , pp. 265-276
    • Plaza, E.1
  • 25
    • 84958662509 scopus 로고    scopus 로고
    • On the importance of similitude: An entropy-based assessment
    • In Smith, I. & Saltings, B. (eds.); Lecture Notes in Artificial Intelligence, 1168. Springer-Verlag
    • Plaza, E. & López de Mántaras, R. & Armengol, E. (1996). On the Importance of Similitude: An Entropy-Based Assessment. In Smith, I. & Saltings, B. (eds.) Advances in Case-Based Reasoning, 324-338. Lecture Notes in Artificial Intelligence, 1168. Springer-Verlag.
    • (1996) Advances in Case-Based Reasoning , pp. 324-338
    • Plaza, E.1    López De Mántaras, R.2    Armengol, E.3
  • 26
    • 85101511266 scopus 로고    scopus 로고
    • Analysis and visualization of classifier performance: Comparison under imprecise class and cost distributions
    • Provost, E. & Fawcett, T. (1997). Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Distributions. Proceedings of the KDD-97.
    • (1997) Proceedings of the KDD-97
    • Provost, E.1    Fawcett, T.2
  • 27
    • 84958651427 scopus 로고    scopus 로고
    • Structured cases, trees and efficient retrieval
    • Ricci, F. & Senter, L. (1998). Structured Cases, Trees and Efficient Retrieval. Lecture Notes in Computer Science 1488: 88-99.
    • (1998) Lecture Notes in Computer Science , vol.1488 , pp. 88-99
    • Ricci, F.1    Senter, L.2
  • 28
    • 0023965741 scopus 로고
    • SMILES a chemical language and information system
    • Weininger, D. J. (1988). SMILES a Chemical Language and Information System. J. Chem. Inf. Comput. Sci. 28(1): 31-36.
    • (1988) J. Chem. Inf. Comput. Sci. , vol.28 , Issue.1 , pp. 31-36
    • Weininger, D.J.1
  • 29
    • 0001564464 scopus 로고
    • Locally adaptive nearest neighbor algorithms
    • In Cowan, J. D., Tesauro, G. & Alspector, J. (eds.); Morgan Kaufmann Publishers, Inc.
    • Wettschereck, D. & Dietterich, T. G. (1994). Locally Adaptive Nearest Neighbor Algorithms. In Cowan, J. D., Tesauro, G. & Alspector, J. (eds.), Advances in Neural Information Processing Systems, vol. 6, 184-191. Morgan Kaufmann Publishers, Inc.
    • (1994) Advances in Neural Information Processing Systems , vol.6 , pp. 184-191
    • Wettschereck, D.1    Dietterich, T.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.