{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T14:13:18Z","timestamp":1725459198518},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540627098"},{"type":"electronic","value":"9783540684480"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[1997]]},"DOI":"10.1007\/bfb0029439","type":"book-chapter","created":{"date-parts":[[2006,1,25]],"date-time":"2006-01-25T13:43:51Z","timestamp":1138196631000},"page":"86-97","source":"Crossref","is-referenced-by-count":1,"title":["Acquiring and validating background knowledge for machine learning using function decomposition"],"prefix":"10.1007","author":[{"given":"Bla\u017e","family":"Zupan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sa\u0161o","family":"D\u017eeroski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2005,11,22]]},"reference":[{"issue":"11","key":"10_CR1","first-page":"541","volume":"BL-1","author":"R.L. Ashenhurst","year":"1952","unstructured":"Ashenhurst, R.L. (1952). The decomposition of switching functions. Technical report, Bell Laboratories BL-1(11): 541\u2013602.","journal-title":"Technical report, Bell Laboratories"},{"issue":"5","key":"10_CR2","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1109\/TSMC.1982.4308882","volume":"12","author":"A.W. Biermann","year":"1982","unstructured":"Biermann, A.W., Fairfield, J., and Beres, T. (1982). Signature table systems and learning. IEEE Trans. Syst. Man Cybern., 12(5): 635\u2013648.","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"10_CR3","first-page":"151","volume-title":"Rule induction with CN2: Some recent improvements","author":"P. Clark","year":"1991","unstructured":"Clark, P., and Boswell, R. (1991). Rule induction with CN2: Some recent improvements. In Proc. Fifth European Working Session on Learning, pages 151\u2013163. Springer, Berlin."},{"key":"10_CR4","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1109\/TIT.1967.1053964","volume":"13","author":"T.M. Cover","year":"1968","unstructured":"Cover, T.M., and Hart, P.E. (1968). Nearest neighbor pattern classification. IEEE Transactions on Information Theory, 13: 21\u201327.","journal-title":"IEEE Transactions on Information Theory"},{"key":"10_CR5","volume-title":"A New Approach to the Design of Switching Functions","author":"H.A. Curtis","year":"1962","unstructured":"Curtis, H.A. (1962). A New Approach to the Design of Switching Functions. Van Nostrand, Princeton, N.J."},{"key":"10_CR6","first-page":"37","volume":"1","author":"S. D\u017eeroski","year":"1993","unstructured":"D\u017eeroski, S., Cestnik, B., and Petrovski, I. (1993). Using the m-estimate in rule induction. Journal of Computing and Information Technology, 1: 37\u201346.","journal-title":"Journal of Computing and Information Technology"},{"key":"10_CR7","doi-asserted-by":"crossref","unstructured":"D\u017eeroski, S., and Lavra\u010d, N. (1996). Rule induction and instance-based learning applied in medical diagnosis. Technology and Health Care.","DOI":"10.3233\/THC-1996-4208"},{"key":"10_CR8","volume-title":"Technical Report 4","author":"E. Fix","year":"1957","unstructured":"Fix, E., and Hodges, J.L. (1957). Discriminatory analysis. Nonparametric discrimination. Consistency properties. Technical Report 4, US Air Force School of Aviation Medicine. Randolph Field, TX."},{"key":"10_CR9","volume-title":"Expert systems: Tools & Applications","author":"P. Harmon","year":"1988","unstructured":"Harmon, P., Maus, R., and Morrissey, W. (1988). Expert systems: Tools & Applications. John Wiley, New York."},{"issue":"2","key":"10_CR10","first-page":"113","volume":"1","author":"A. Karali\u010d","year":"1990","unstructured":"Karali\u010d, A., and Pirnat, V. (1990). Machine learning in rheumatology. Sistemica 1(2): 113\u2013123.","journal-title":"Sistemica"},{"issue":"1","key":"10_CR11","first-page":"67","volume":"6","author":"I. Kononenko","year":"1991","unstructured":"Kononenko, I., and Bratko, I. (1991). Information-based evaluation criterion for classifier's performance. Machine Learning, 6(1): 67\u201380.","journal-title":"Machine Learning"},{"key":"10_CR12","volume-title":"Inductive Logic Programming: Techniques and Applications","author":"N. Lavra\u010d","year":"1994","unstructured":"Lavra\u010d, N., and D\u017eeroski, S. (1994). Inductive Logic Programming: Techniques and Applications. Ellis Horwood, Chichester."},{"key":"10_CR13","first-page":"138","volume-title":"Learning rules for early diagnosis of rheumatic diseases","author":"N. Lavra\u010d","year":"1991","unstructured":"Lavra\u010d, N., D\u017eeroski, S., Pirnat, V., and Kri\u017eman, V. (1991). Learning rules for early diagnosis of rheumatic diseases. In Proc. Third Scandinavian Conference on Artificial Intelligence, pages 138\u2013149. IOS Press, Amsterdam."},{"key":"10_CR14","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1080\/08839519308949989","volume":"7","author":"N. Lavra\u010d","year":"1993","unstructured":"Lavra\u010d, N., D\u017eeroski, S., Pirnat, V., and Kri\u017eman, V. (1993). The utility of background knowledge in learning medical diagnostic rules. Applied Artificial Intelligence, 7:273\u2013293.","journal-title":"Applied Artificial Intelligence"},{"key":"10_CR15","unstructured":"Perkowski, M.A., and Grygiel, S. (1995). A survey of literature on function decomposition. Techical report, Dept. of Electrical Engineering, Portland State University."},{"key":"10_CR16","first-page":"24","volume-title":"Medical analysis of automatically induced rules","author":"V. Pirnat","year":"1989","unstructured":"Pirnat, V., Kononenko, I., Janc, T., and Bratko, I. (1989). Medical analysis of automatically induced rules. In Proc. 2nd European Conference on Artificial Intelligence in Medicine, pages 24\u201336. Springer, Berlin."},{"key":"10_CR17","doi-asserted-by":"crossref","first-page":"601","DOI":"10.1147\/rd.116.0601","volume":"11","author":"A. Samuel","year":"1967","unstructured":"Samuel, A. (1967). Some studies in machine learning using the game of checkers II: Recent progress. IBM J. Res. Develop., 11:601\u2013617.","journal-title":"IBM J. Res. Develop."},{"key":"10_CR18","doi-asserted-by":"crossref","first-page":"379","DOI":"10.1002\/j.1538-7305.1948.tb01338.x","volume":"27","author":"C.E. Shannon","year":"1948","unstructured":"Shannon, C.E. (1948). A mathematical theory of communication. Bell. Syst. Techn. J., 27: 379\u2013423.","journal-title":"Bell. Syst. Techn. J."},{"key":"10_CR19","volume-title":"PhD Thesis","author":"D. Wettschereck","year":"1994","unstructured":"Wettschereck, D. (1994). A study of distance-based machine learning algorithms. PhD Thesis, Department of Computer Science, Oregon State University, Corvallis, OR."},{"key":"10_CR20","volume-title":"Technical report, IJSDP-7455","author":"B. Zupan","year":"1996","unstructured":"Zupan, B., and Bohanec, M. (1996). Learning concept hierarchies from examples by function decomposition. Technical report, IJSDP-7455, J. Stefan Institute, Ljubljana."}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in Medicine"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BFb0029439","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,2,9]],"date-time":"2019-02-09T01:55:03Z","timestamp":1549677303000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BFb0029439"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1997]]},"ISBN":["9783540627098","9783540684480"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/bfb0029439","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[1997]]}}}