{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:24:07Z","timestamp":1760707447718},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"1-2","license":[{"start":{"date-parts":[[1995,1,1]],"date-time":"1995-01-01T00:00:00Z","timestamp":788918400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Mach Learn"],"published-print":{"date-parts":[[1995]]},"DOI":"10.1007\/bf00993475","type":"journal-article","created":{"date-parts":[[2005,1,9]],"date-time":"2005-01-09T16:55:04Z","timestamp":1105289704000},"page":"63-94","source":"Crossref","is-referenced-by-count":26,"title":["Recursive automatic bias selection for classifier construction"],"prefix":"10.1007","volume":"20","author":[{"given":"Carla E.","family":"Brodley","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"CR1","volume-title":"A study of instance-based algorithms for supervised learning tasks: Mathematical, empirical, and psychological evaluations","author":"David W. Aha","year":"1990","unstructured":"Aha, David W. (1990).A study of instance-based algorithms for supervised learning tasks: Mathematical, empirical, and psychological evaluations. Doctoral dissertation, Department of Information and Computer Science, University of California, Irvine, CA."},{"key":"CR2","first-page":"37","volume":"6","author":"D. W. Aha","year":"1991","unstructured":"Aha, D. W., Kibler, D., & Albert, M. (1991). Instance-based learning algorithms.Machine Learning, 6, 37?66.","journal-title":"Machine Learning"},{"key":"CR3","first-page":"1","volume-title":"Machine Learning: Proceedings of the Ninth International Conference","author":"D. W. Aha","year":"1992","unstructured":"Aha, D. W. (1992). Generalizing from case studies: A case study.Machine Learning: Proceedings of the Ninth International Conference (pp. 1?10). San Mateo, CA: Morgan Kaufmann."},{"key":"CR4","volume-title":"Classification and regression trees","author":"L. Breiman","year":"1984","unstructured":"Breiman, L., Friedman, J. H., Olshen, R. A., & Stone, C. J. (1984).Classification and regression trees. Belmont, CA: Wadsworth International Group."},{"key":"CR5","series-title":"Technical Report","volume-title":"Stacked regressions","author":"L. Breiman","year":"1992","unstructured":"Breiman, L. (1992).Stacked regressions, (Technical Report No. 367), University of California, Berkeley."},{"key":"CR6","first-page":"17","volume-title":"Machine Learning: Proceedings of the Tenth International Conference","author":"C. E. Brodley","year":"1993","unstructured":"Brodley, C. E. (1993). Addressing the selective superiority problem: Automatic algorithm\/model class selection.Machine Learning: Proceedings of the Tenth International Conference (pp. 17?24). Amherst, MA: Morgan Kaufmann."},{"key":"CR7","volume-title":"Recursive automatic algorithm selection for inductive learning","author":"C. E. Brodley","year":"1994","unstructured":"Brodley, C. E. (1994).Recursive automatic algorithm selection for inductive learning. Doctoral dissertation, Department of Computer Science, University of Massachusetts, Amherst, MA."},{"key":"CR8","first-page":"45","volume":"19","author":"C. E. Brodley","year":"1995","unstructured":"Brodley, C. E., & Utgoff, P. E. (1995). Multivariate decision trees.Machine Learning, 19, 45?77.","journal-title":"Machine Learning"},{"key":"CR9","first-page":"261","volume":"3","author":"P. Clark","year":"1989","unstructured":"Clark, P., & Niblett, T. (1989). The CN2 induction algorithm.Machine Learning, 3, 261?283.","journal-title":"Machine Learning"},{"key":"CR10","doi-asserted-by":"crossref","first-page":"304","DOI":"10.1016\/0002-9149(89)90524-9","volume":"64","author":"R. Detrano","year":"1989","unstructured":"Detrano, R., Janosi, A., Steinbrunn, W., Pfisterer, M., Schmid, J., Sandhu, S., Guppy, K., Lee, S., & Froelicher, V. (1989). International application of a new probability algorithm for the diagnosis of coronary artery disese.American Journal of Cardiology, 64, 304?310.","journal-title":"American Journal of Cardiology"},{"key":"CR11","doi-asserted-by":"crossref","unstructured":"Dietterich, T. G. (1990). Machine learning.Annual Review of Computer Science, 4.","DOI":"10.1146\/annurev.cs.04.060190.001351"},{"key":"CR12","volume-title":"Pattern classification and scene analysis","author":"R. O. Duda","year":"1973","unstructured":"Duda, R. O., & Hart, P. E. (1973).Pattern classification and scene analysis, New York: Wiley & Sons."},{"key":"CR13","unstructured":"Feng, C., Sutherland, A., King, R., Muggleton, S., & Henry, R. (1993). Comparison of machine learning classifiers to statistics and neural networks.Preliminary Papers of the Fourth International Workshop on Artificial Intelligence and Statistics (pp. 41?52)."},{"key":"CR14","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1111\/j.1469-1809.1936.tb02137.x","volume":"7","author":"R. A. Fisher","year":"1936","unstructured":"Fisher, R. A. (1936). Multiple measures in taxonomic problems.Annals of Eugenics, 7, 179?188.","journal-title":"Annals of Eugenics"},{"key":"CR15","unstructured":"Frean, M. (1990).Small nets and short paths: Optimising neural computation. Doctoral dissertation, Center for Cognitive Science, University of Edinburgh."},{"key":"CR16","volume-title":"Handbook of pattern recognition and image processing","author":"J. Kittler","year":"1986","unstructured":"Kittler, J. (1986). Feature selection and extraction. In Young & Fu (Eds.),Handbook of pattern recognition and image processing. New York: Academic Press."},{"key":"CR17","unstructured":"LeBlanc, M., & Tibshirani, R. (1993).Combining estimates in regression and classification, (no number), University of Toronto."},{"key":"CR18","volume-title":"Model selection","author":"H. Linhart","year":"1986","unstructured":"Linhart, H., & Zucchini, W. (1986).Model selection. NY: Wiley."},{"key":"CR19","first-page":"1","volume":"23","author":"O. L. Mangasarian","year":"1990","unstructured":"Mangasarian, O. L., & Wolberg, W. H. (1990). Cancer diagnosis via linear programming.SIAM News, 23, 1?18.","journal-title":"SIAM News"},{"key":"CR20","volume-title":"Learning machines","author":"N. J. Nilsson","year":"1965","unstructured":"Nilsson, N. J. (1965).Learning machines. New York: McGraw-Hill."},{"key":"CR21","first-page":"255","volume-title":"Proceedings of the Tenth National Conference on Artificial Intelligence","author":"F. J. Provost","year":"1992","unstructured":"Provost, F. J., & Buchanan, B. G. (1992). Inductive policy.Proceedings of the Tenth National Conference on Artificial Intelligence (pp. 255?261). San Jose, CA: MIT Press."},{"key":"CR22","first-page":"81","volume":"1","author":"J. R. Quinlan","year":"1986","unstructured":"Quinlan, J. R. (1986). Induction of decision trees.Machine Learning, 1, 81?106.","journal-title":"Machine Learning"},{"key":"CR23","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1016\/S0020-7373(87)80053-6","volume":"27","author":"J. R. Quinlan","year":"1987","unstructured":"Quinlan, J. R. (1987). Simplifying decision trees.International Journal of Man-machine Studies, 27, 221?234.","journal-title":"International Journal of Man-machine Studies"},{"key":"CR24","first-page":"236","volume-title":"Machine Learning: Proceedings of the Tenth International Conference","author":"J. R. Quinlan","year":"1993","unstructured":"Quinlan, J. R. (1993). Combining instance-based and model-based learning.Machine Learning: Proceedings of the Tenth International Conference (pp. 236?243). Amherst, MA: Morgan Kaufmann."},{"key":"CR25","first-page":"267","volume":"5","author":"L. Rendell","year":"1990","unstructured":"Rendell, L., & Cho, H. (1990). Empirical learning as a function of concept character.Machine Learning, 5, 267?298.","journal-title":"Machine Learning"},{"key":"CR26","volume-title":"Stochastic complexity in statistical inquiry","author":"J. Rissanen","year":"1989","unstructured":"Rissanen, J. (1989).Stochastic complexity in statistical inquiry. New Jersey: World Scientific."},{"key":"CR27","first-page":"251","volume":"6","author":"S. Salzberg","year":"1991","unstructured":"Salzberg, S. (1991). A nearest hyperrectangle learning method.Machine Learning, 6, 251?276.","journal-title":"Machine Learning"},{"key":"CR28","doi-asserted-by":"crossref","unstructured":"Schaffer, C. (1993). Selecting a classification method by cross-validation.Preliminary Papers of the Fourth International Workshop on Artificial Intelligence and Statistics (pp. 15?25).","DOI":"10.1007\/BF00993106"},{"key":"CR29","first-page":"111","volume":"6","author":"J. W. Shavlik","year":"1991","unstructured":"Shavlik, J. W., Mooney, R. J., & Towell, G. G. (1991). Symbolic and neural learning algorithms: An experimental comparison.Machine Learning, 6, 111?144.","journal-title":"Machine Learning"},{"key":"CR30","first-page":"806","volume-title":"Proceedings of the Eleventh International Joint Conference on Artificial Intelligence","author":"D. Tcheng","year":"1989","unstructured":"Tcheng, D., Lambert, B., C-Y Lu, S., & Rendell, L (1989). Building robust learning systems by computing induction and optimization.Proceedings of the Eleventh International Joint Conference on Artificial Intelligence (pp. 806?812). Detroit, Michigan: Morgan Kaufmann."},{"key":"CR31","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1080\/09540098908915648","volume":"1","author":"P. E. Utgoff","year":"1989","unstructured":"Utgoff, P. E. (1989). Perceptron trees: A case study in hybrid concept representations.Connection Science, 1, 377?391.","journal-title":"Connection Science"},{"key":"CR32","series-title":"COINS Technical Report","volume-title":"Linear machine decision trees","author":"P. E. Utgoff","year":"1991","unstructured":"Utgoff, P. E., & Brodley, C. E. (1991).Linear machine decision trees, (COINS Technical Report 91-10), Amherst, MA: University of Massachusetts, Department of Computer and Information Science."},{"key":"CR33","first-page":"781","volume-title":"Proceedings of the Eleventh International Joint Conference on Artificial Intelligence","author":"S. M. Weiss","year":"1989","unstructured":"Weiss, S. M., & Kapouleas, I. (1989). An empirical comparision of pattern recognition, neural nets, and machine learning classification methods.Proceedings of the Eleventh International Joint Conference on Artificial Intelligence (pp. 781?787). Detroit, Michigan: Morgan Kaufmann."},{"key":"CR34","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/S0893-6080(05)80023-1","volume":"5","author":"D. H. Wolpert","year":"1992","unstructured":"Wolpert, D. H. (1992). Stacked generalization.Neural Networks, 5, 241?259.","journal-title":"Neural Networks"},{"key":"CR35","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1109\/64.143239","volume":"3","author":"S. Yerramareddy","year":"1992","unstructured":"Yerramareddy, S., Tcheng, D. K., Lu, S., & Assanis, D. N. (1992). Creating and using models for engineering design.IEEE Expert, 3, 52?59.","journal-title":"IEEE Expert"},{"key":"CR36","doi-asserted-by":"crossref","first-page":"1049","DOI":"10.1016\/0022-2836(92)90104-R","volume":"225","author":"X. Zhang","year":"1992","unstructured":"Zhang, X., Mesirov, J. P., & Waltz, D. L. (1992). Hybrid system for protein secondary structure prediction.Journal of Molecular Biology, 225, 1049?1063.","journal-title":"Journal of Molecular Biology"}],"container-title":["Machine Learning"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF00993475.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/BF00993475\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF00993475","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,29]],"date-time":"2019-04-29T22:58:45Z","timestamp":1556578725000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BF00993475"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1995]]},"references-count":36,"journal-issue":{"issue":"1-2","published-print":{"date-parts":[[1995]]}},"alternative-id":["BF00993475"],"URL":"https:\/\/doi.org\/10.1007\/bf00993475","relation":{},"ISSN":["0885-6125","1573-0565"],"issn-type":[{"value":"0885-6125","type":"print"},{"value":"1573-0565","type":"electronic"}],"subject":[],"published":{"date-parts":[[1995]]}}}