{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T22:26:03Z","timestamp":1757456763429},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540628583"},{"type":"electronic","value":"9783540687085"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[1997]]},"DOI":"10.1007\/3-540-62858-4_87","type":"book-chapter","created":{"date-parts":[[2012,2,26]],"date-time":"2012-02-26T22:52:06Z","timestamp":1330296726000},"page":"221-233","source":"Crossref","is-referenced-by-count":7,"title":["NeuroLinear: A system for extracting oblique decision rules from neural networks"],"prefix":"10.1007","author":[{"given":"Rudy","family":"Setiono","sequence":"first","affiliation":[]},{"given":"Huan","family":"Liu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2005,6,2]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"T.G. Dietterich, H. Hild, and G. Bakiri, \u201cA comparative study of ID3 and back-propagation for English text-to-speech mapping,\u201d in Machine Learning: Proceedings of the Seventh International Conference, Austin, Texas, 1990","key":"21_CR1","DOI":"10.1016\/B978-1-55860-141-3.50007-9"},{"unstructured":"D.H. Fisher and K.B. McKusick. \u201cAn empirical comparison of ID3 and back-propagation,\u201d in Proceedings of 11th Int. Joint Conf. on AI, pp. 788\u2013793, 1989.","key":"21_CR2"},{"unstructured":"J.R. Quinlan. \u201cComparing connectionist and symbolic learning methods,\u201d in S.J. Hanson, G.A. Drastall, and R.L. Rivest, eds., Computational Learning Theory and Natural Learning Systems, Vol 1 (A Bradford Book, The MIT Press, 1994) pp. 445\u2013456.","key":"21_CR3"},{"issue":"no.2","key":"21_CR4","first-page":"111","volume":"6","author":"J.W. Shavlik","year":"1991","unstructured":"J.W. Shavlik, R.J. Mooney, and G.G. Towell, \u201cSymbolic and neural learning algorithms: An experimental comparison\u201d, Machine Learning, vol. 6, no. 2, 111\u2013143, 1991.","journal-title":"Machine Learning"},{"issue":"no.2","key":"21_CR5","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1145\/42372.42377","volume":"31","author":"S. Gallant","year":"1988","unstructured":"S. Gallant, \u201cConnectionist expert systems,\u201d Comm. of the ACM, vol. 31, no. 2, pp. 152\u2013169, Feb. 1988.","journal-title":"Comm. of the ACM"},{"key":"21_CR6","first-page":"255","volume-title":"Medical diagnosis expert system based on PDP model","author":"K. Saito","year":"1988","unstructured":"K. Saito and R. Nakano, \u201cMedical diagnosis expert system based on PDP model,\u201d in Proc. IEEE Intl. Conf. on Neural Networks, IEEE Press, New York, pp. 255\u2013266, 1988."},{"unstructured":"L. Fu, \u201cRule learning by searching on adapted nets,\u201d in Proc. of the Ninth National Conference on Artificial Intelligence, (1991) pp. 590\u2013595.","key":"21_CR7"},{"issue":"no.1","key":"21_CR8","first-page":"71","volume":"13","author":"G.G. Towell","year":"1993","unstructured":"G.G. Towell and J.W. Shavlik, \u201cExtracting refined rules from knowledge-based neural networks,\u201d Machine Learning, vol. 13, no. 1, pp. 71\u2013101, 1993.","journal-title":"Machine Learning"},{"key":"21_CR9","first-page":"1093","volume-title":"Advances in Neural Information Processing, Vol. 6","author":"R. Blassig","year":"1994","unstructured":"R. Blassig. \u201cGDS: Gradient descent generation of symbolic classification rules,\u201d in Advances in Neural Information Processing, Vol. 6, (Morgan Kaufmann, Los Angeles CA, 1994) pp. 1093\u20131100."},{"doi-asserted-by":"crossref","unstructured":"R. Setiono and H. Liu, \u201cSymbolic representation of neural networks,\u201d IEEE Computer, March 1996, pp. 71\u201377.","key":"21_CR10","DOI":"10.1109\/2.485895"},{"key":"21_CR11","volume-title":"C4.5: Programs for Machine Learning","author":"J.R. Quinlan","year":"1993","unstructured":"J.R. Quinlan. C4.5: Programs for Machine Learning, San Mateo, CA: Morgan Kaufmann, 1993."},{"unstructured":"R. Kerber, \u201cChiMerge: Discretization of numeric attributes,\u201d in The Proc. of the Ninth National Conference on AI, AAAI Press\/The MIT Press, 1992, pp. 123\u2013128.","key":"21_CR12"},{"unstructured":"L. Breiman, J.H. Friedman, R.A. Olshen, and C.J. Stone, Classification and Regression Trees, Wadsworth & Brooks\/Cole Advanced Books & Software, 1984.","key":"21_CR13"},{"key":"21_CR14","volume-title":"Introduction to the theory of neural computation","author":"J. Hertz","year":"1991","unstructured":"J. Hertz, A. Krogh, and R.G. Palmer, \u201cIntroduction to the theory of neural computation,\u201d Redwood City, CA: Addison Wesley, 1991."},{"unstructured":"H. Liu and S.T. Tan, \u201cX2R: A fast rule generator,\u201d in Proceedings of IEEE International Conference on Systems, Man and Cybernetics, IEEE Press, 1995.","key":"21_CR15"},{"key":"21_CR16","volume-title":"UCI repository of machine learning databases [machine-readable data repository]","author":"P.M. Murphy","year":"1992","unstructured":"P.M. Murphy and D.W. Aha, UCI repository of machine learning databases [machine-readable data repository], Department of Information and Computer Science, University of California, Irvine, 1992."}],"container-title":["Lecture Notes in Computer Science","Machine Learning: ECML-97"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-62858-4_87.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,17]],"date-time":"2020-11-17T21:14:35Z","timestamp":1605647675000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-62858-4_87"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1997]]},"ISBN":["9783540628583","9783540687085"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/3-540-62858-4_87","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[1997]]}}}