{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,21]],"date-time":"2025-10-21T14:50:06Z","timestamp":1761058206983},"reference-count":24,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[1995,4,1]],"date-time":"1995-04-01T00:00:00Z","timestamp":796694400000},"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":[[1995,4]]},"DOI":"10.1007\/bf00994661","type":"journal-article","created":{"date-parts":[[2005,1,19]],"date-time":"2005-01-19T06:52:39Z","timestamp":1106117559000},"page":"79-92","source":"Crossref","is-referenced-by-count":6,"title":["Encouraging experimental results on learning CNF"],"prefix":"10.1007","volume":"19","author":[{"given":"Raymond J.","family":"Mooney","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"CR1","volume-title":"Classification and Regression Trees","author":"L. Breiman","year":"1984","unstructured":"Breiman, L., Friedman, J., Olshen, R., & Stone, C. (1984).Classification and Regression Trees. Monterey, CA: Wadsworth and Brooks."},{"issue":"1","key":"CR2","first-page":"75","volume":"8","author":"W. Buntine","year":"1992","unstructured":"Buntine, W., & Niblett, T. (1992). A further comparison of splitting rules for decision-tree induction,Machine Learning, 8(1):75?86.","journal-title":"Machine Learning"},{"key":"CR3","first-page":"261","volume":"3","author":"P. Clark","year":"1989","unstructured":"Clark, P., & Niblett, T. (1989). The CN2 induction algorithm.Machine Learning, 3:261?284.","journal-title":"Machine Learning"},{"issue":"1","key":"CR4","first-page":"87","volume":"8","author":"U.M. Fayyad","year":"1992","unstructured":"Fayyad, U.M., & Irani, K.B. (1992). On the handling of continuous-valued attributes in decision-tree generation.Machine Learning, 8(1):87?102.","journal-title":"Machine Learning"},{"key":"CR5","unstructured":"Matheus, C.J., & Rendell, L.A. (1989). Constructive induction on decision trees. InProceedings of the Eleventh International Joint Conference on Artificial Intelligence, Detroit, MI, 645?650."},{"key":"CR6","unstructured":"Michalksi, R., Mozetic, I., Hong, J., & Lavrac, N. (1986). The multi-purpose incremental learning system AQ15 and its testing application to three medical domains. InProceedings of the Fifth National Conference on Artificial Intelligence, Philadelphia, PA, 1041?1045."},{"key":"CR7","unstructured":"Michalski, R.S. (1975). Synthesis of optimal and quasi-optimal variable valued logic formulas. InProceedings of the 1975 International Symposium on Multiple-Valued Logic, Bloomington, IN, 76?87."},{"key":"CR8","unstructured":"Michalski, R.S. (1983). A theory and methodology of inductive learning. In R.S. Michalski, J.G. Carbonell, & T.M. Mitchell, (Eds.),Machine Learning: An Artificial Intelligence Approach, Tioga, 83?134."},{"key":"CR9","first-page":"126","volume":"4","author":"R.S. Michalski","year":"1980","unstructured":"Michalski, R.S., & Chilausky, S. (1980). Learning by being told and learning from examples: An experimental comparison of the two methods of knowledge acquisition in the context of developing an expert system for soybean disease diagnosis.Journal of Policy Analysis and Information Systems, 4:126?161.","journal-title":"Journal of Policy Analysis and Information Systems"},{"key":"CR10","unstructured":"Muggleton, S. (1987). Duce, an oracle based approach to constructive induction. InProceedings of the Tenth International Joint Conference on Artificial Intelligence, Milan, Italy, 287?292."},{"key":"CR11","volume-title":"UCI repository of machine learning databases (machine-readable data repository at ics.uci.edu)","author":"P.M. Murphy","year":"1993","unstructured":"Murphy, P.M., & Aha, D.W. (1993). UCI repository of machine learning databases (machine-readable data repository at ics.uci.edu). Department of Information and Computer Science, University of California, Irvine, CA."},{"key":"CR12","volume-title":"Advances in Neural Information Processing Systems, 3","author":"M.O. Noordewier","year":"1991","unstructured":"Noordewier, M.O., Towell, G.G., & Shavlik, J.W. (1991). Training knowledge-based neural networks to recognize genes in DNA sequences. InAdvances in Neural Information Processing Systems, 3, San Mateo, CA: Morgan Kaufman."},{"key":"CR13","volume-title":"Adaptive Decision Tree Algorithms for Learning from Examples","author":"G. Pagallo","year":"1990","unstructured":"Pagallo, G. (1990).Adaptive Decision Tree Algorithms for Learning from Examples. PhD thesis, University of California, Santa Cruz, CA."},{"key":"CR14","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1023\/A:1022611825350","volume":"5","author":"G. Pagallo","year":"1990","unstructured":"Pagallo, G., & Haussler, D. (1990). Boolean feture discovery in empirical learning.Machine Learning, 5:71?100.","journal-title":"Machine Learning"},{"issue":"4","key":"CR15","doi-asserted-by":"crossref","first-page":"965","DOI":"10.1145\/48014.63140","volume":"35","author":"L. Pitt","year":"1988","unstructured":"Pitt, L., & Valiant, L.G. (1988). Computational limitations on learning from examples.Journal of the Association for Computing Machinery, 35(4):965?984.","journal-title":"Journal of the Association for Computing Machinery"},{"key":"CR16","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1016\/0004-3702(90)90041-W","volume":"45","author":"B. Porter","year":"1990","unstructured":"Porter, B., Bareiss, R., & Holte, R. (1990). Concept learning and heuristic classification in weak-theory domains.Artificial Intelligence, 45:229?263.","journal-title":"Artificial Intelligence"},{"issue":"1","key":"CR17","first-page":"81","volume":"1","author":"J.R. Quinlan","year":"1986","unstructured":"Quinlan, J.R. (1986). Induction of decision trees.Machine Learning, 1(1):81?106.","journal-title":"Machine Learning"},{"key":"CR18","doi-asserted-by":"crossref","unstructured":"Quinlan, J.R. (1989). Unknown attribute values in induction. InProceedings of the Sixth International Workshop on Machine Learning, Ithaca, NY, 164?168.","DOI":"10.1016\/B978-1-55860-036-2.50048-5"},{"key":"CR19","first-page":"239","volume":"5","author":"J.R. Quinlan","year":"1990","unstructured":"Quinlan, J.R. (1990). Learning logical definitions from relations.Machine Learning, 5:239?266.","journal-title":"Machine Learning"},{"key":"CR20","volume-title":"Concept Acquisition Through Representational Adjustment","author":"J.C. Schlimmer","year":"1987","unstructured":"Schlimmer, J.C. (1987).Concept Acquisition Through Representational Adjustment. PhD thesis, Department of Information and Computer Science, University of California, Irvine, CA."},{"key":"CR21","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?143.","journal-title":"Machine Learning"},{"key":"CR22","unstructured":"Towell, G.G., Shavlik, J.W., & Noordewier, M.O. (1990). Refinement of approximate domain theories by knowledge-based artificial neural networks. InProceedings of the Eighth National Conference on Artificial Intelligence, Boston, MA, 861?866."},{"issue":"11","key":"CR23","doi-asserted-by":"crossref","first-page":"1134","DOI":"10.1145\/1968.1972","volume":"27","author":"L.G. Valiant","year":"1984","unstructured":"Valiant, L.G. (1984). A theory of the learnable.Communications of the Association for Computing Machinery, 27(11):1134?1142.","journal-title":"Communications of the Association for Computing Machinery"},{"key":"CR24","unstructured":"Yang, D., Rendell, L., & Blix, G. (1991). A scheme for feature construction and a comparison of empirical methods. InProceedings of the Twelfth International Joint Conference on Artificial Intelligence, Sydney, Australia, 699?704."}],"container-title":["Machine Learning"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF00994661.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/BF00994661\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF00994661","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,29]],"date-time":"2019-04-29T22:59:02Z","timestamp":1556578742000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BF00994661"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1995,4]]},"references-count":24,"journal-issue":{"issue":"1","published-print":{"date-parts":[[1995,4]]}},"alternative-id":["BF00994661"],"URL":"https:\/\/doi.org\/10.1007\/bf00994661","relation":{},"ISSN":["0885-6125","1573-0565"],"issn-type":[{"value":"0885-6125","type":"print"},{"value":"1573-0565","type":"electronic"}],"subject":[],"published":{"date-parts":[[1995,4]]}}}