{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T17:49:29Z","timestamp":1725558569000},"publisher-location":"Berlin, Heidelberg","reference-count":22,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540239277"},{"type":"electronic","value":"9783540304784"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-30478-4_18","type":"book-chapter","created":{"date-parts":[[2010,6,23]],"date-time":"2010-06-23T17:45:34Z","timestamp":1277315134000},"page":"206-220","source":"Crossref","is-referenced-by-count":1,"title":["Multiple-Instance Case-Based Learning for Predictive Toxicology"],"prefix":"10.1007","author":[{"given":"Eva","family":"Armengol","sequence":"first","affiliation":[]},{"given":"Enric","family":"Plaza","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"18_CR1","doi-asserted-by":"publisher","first-page":"950","DOI":"10.1073\/pnas.73.6.1877","volume":"73","author":"B.N. Ames","year":"1976","unstructured":"Ames, B.N., McCann, J.: Detection of carcinogens as mutagens in the salmonella\/ microsome test: Assay of 300 chemicals: Discussion. Proceedings of the National Academy of Sciences USA\u00a073, 950\u2013954 (1976)","journal-title":"Proceedings of the National Academy of Sciences USA"},{"issue":"1","key":"18_CR2","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1023\/A:1007677713969","volume":"41","author":"E. Armengol","year":"2000","unstructured":"Armengol, E., Plaza, E.: Bottom-up induction of feature terms. Machine Learning\u00a041(1), 259\u2013294 (2000)","journal-title":"Machine Learning"},{"issue":"1-2","key":"18_CR3","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1023\/A:1026076312419","volume":"20","author":"E. Armengol","year":"2003","unstructured":"Armengol, E., Plaza, E.: Relational case-based reasoning for carcinogenic activity prediction. Artificial Intelligence Review\u00a020(1-2), 121\u2013141 (2003)","journal-title":"Artificial Intelligence Review"},{"key":"18_CR4","volume-title":"Artificial Intelligence Methods and Tools for Systems Biology","author":"E. Armengol","year":"2004","unstructured":"Armengol, E., Plaza, E.: Lazy learning for predictive toxicology based on a chemical ontology. In: Dubitzky, W., Azuaje, F.J. (eds.) Artificial Intelligence Methods and Tools for Systems Biology. Kluwer Academic Publishers, Dordrecht (2004) (in press)"},{"key":"18_CR5","unstructured":"Baurin, N., Marot, C., Mozziconacci, J.C., Morin-Allory, L.: Use of learning vector quantization and BCI fingerprints for the predictive toxicology challenge 2000-2001. In: Proceedings of the Predictive Toxicology Challenge Workshop, Freiburg, Germany (2001)"},{"issue":"10","key":"18_CR6","doi-asserted-by":"publisher","first-page":"1201","DOI":"10.1093\/bioinformatics\/btg096","volume":"19","author":"V. Blinova","year":"2003","unstructured":"Blinova, V., Bobryinin, D., Finn, V., Kuznetsov, S., Pankratova, E.: Toxicology analysis by means of simple JSM method. Bioinformatics\u00a019(10), 1201\u20131207 (2003)","journal-title":"Bioinformatics"},{"key":"18_CR7","unstructured":"Blockeel, H., Driessens, K., Jacobs, N., Kosala, R., Raeymaekers, S., Ramon, J., Struyf, J., Van Laer, W., Verbaeten, S.: First order models for the predictive toxicology challenge 2001. In: Proceedings of the Predictive Toxicology Challenge Workshop, Freiburg, Germany (2001)"},{"key":"18_CR8","volume-title":"Application to the Mutagenesis Problem","author":"Y. Chevaleyre","year":"1995","unstructured":"Chevaleyre, Y., Zucker, J.D.: Solving multiple-instance and multiple-part learning problems with decision trees and rule sets. In: Application to the Mutagenesis Problem, Morgan Kaufmann, San Francisco (1995)"},{"key":"18_CR9","unstructured":"Cohen, W.: Fast effective rule induction. In: Proceedings of the 12th International Conference on Machine Learning, pp. 204\u2013214 (2001)"},{"key":"18_CR10","volume-title":"Nearest Neighbor (NN) Norms: NN Pattern Classification Techniques","author":"B.V. Dasarathy","year":"1990","unstructured":"Dasarathy, B.V.: Nearest Neighbor (NN) Norms: NN Pattern Classification Techniques. IEEE Computer Society Press, Washington (1990)"},{"issue":"1-2","key":"18_CR11","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/S0004-3702(96)00034-3","volume":"89","author":"T. Dietterich","year":"1997","unstructured":"Dietterich, T., Lathrop, R., Lozano-Perez, T.: Solving the multiple instance problem with axis-parallel rectangles. Artificial Intelligence Journal\u00a089(1-2), 31\u201371 (1997)","journal-title":"Artificial Intelligence Journal"},{"key":"18_CR12","volume-title":"Measure, Topology, and Fractal Geometry","author":"G.A. Edgar","year":"1995","unstructured":"Edgar, G.A.: Measure, Topology, and Fractal Geometry. Springer Verlag, Heidelberg (1995)"},{"key":"18_CR13","series-title":"Series in Cognition and Perception","volume-title":"Signal Detection Theory and ROC Analysis","author":"J.P. Egan","year":"1975","unstructured":"Egan, J.P.: Signal Detection Theory and ROC Analysis. Series in Cognition and Perception. Academic Press, New York (1975)"},{"key":"18_CR14","unstructured":"Gonzalez, J., Holder, L., Cook, D.: Application of graph-based concept learning to the predictive toxicology domain. In: Proceedings of the Predictive Toxicology Challenge Workshop, Freiburg, Germany (2001)"},{"issue":"10","key":"18_CR15","doi-asserted-by":"publisher","first-page":"1179","DOI":"10.1093\/bioinformatics\/btg084","volume":"19","author":"C. Helma","year":"2003","unstructured":"Helma, C., Kramer, S.: A survey of the predictive toxicology challenge 2000- 2001. Bioinformatics\u00a019(10), 1179\u20131182 (2003)","journal-title":"Bioinformatics"},{"key":"18_CR16","unstructured":"Maron, O., Lozano-Perez, T.: A framework for multiple instance learning. Neural Information Processing Systems\u00a010 (1998)"},{"key":"18_CR17","unstructured":"Owada, H., Koyama, M., Hoken, Y.: ILP-based rule induction for predicting carcinogenicity. In: Proceedings of the Predictive Toxicology Challenge Workshop, Freiburg, Germany (2001)"},{"key":"18_CR18","unstructured":"Provost, F., Fawcett, T.: Analysis and visualization of classifier performance:Comparison under imprecise class and cost distributions. In: Proceedings of the KDD 1997 (1997)"},{"key":"18_CR19","unstructured":"Srinivasan, A., Muggleton, S., King, R.D., Sternberg, M.J.E.: Mutagenesis: ILP experiments in a non-determinate biological domain. In: Proceedings of the Fourth Inductive Logic Programming Workshop (1994)"},{"key":"18_CR20","doi-asserted-by":"crossref","unstructured":"Toivonen, H., Srinivasan, A., King, R., Kramer, S., Helma, C.: Statistical evaluation of the predictive toxicology challenge, pp. 1183\u20131193 (2003)","DOI":"10.1093\/bioinformatics\/btg130"},{"key":"18_CR21","first-page":"184","volume-title":"Advances in Neural Information Processing Systems","author":"D. Wettschereck","year":"1994","unstructured":"Wettschereck, D., Dietterich, T.G.: Locally adaptive nearest neighbor algorithms. In: Cowan, J.D., Tesauro, G., Alspector, J. (eds.) Advances in Neural Information Processing Systems, vol.\u00a06, pp. 184\u2013191. Morgan Kaufmann Publishers, Inc, San Francisco (1994)"},{"key":"18_CR22","unstructured":"Zucker, J.: A framework for learning rules from multiple instance data. In: Langley, P. (ed.) European Conference on Machine Learning, pp. 1119\u20131125 (2000)"}],"container-title":["Lecture Notes in Computer Science","Knowledge Exploration in Life Science Informatics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-30478-4_18.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,18]],"date-time":"2020-11-18T23:53:51Z","timestamp":1605743631000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-30478-4_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540239277","9783540304784"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-30478-4_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2004]]}}}