{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T10:42:04Z","timestamp":1776940924546,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540200857","type":"print"},{"value":"9783540398042","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2003]]},"DOI":"10.1007\/978-3-540-39804-2_22","type":"book-chapter","created":{"date-parts":[[2010,6,28]],"date-time":"2010-06-28T00:06:45Z","timestamp":1277683605000},"page":"229-240","source":"Crossref","is-referenced-by-count":59,"title":["Analyzing Attribute Dependencies"],"prefix":"10.1007","author":[{"given":"Aleks","family":"Jakulin","sequence":"first","affiliation":[]},{"given":"Ivan","family":"Bratko","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"22_CR1","unstructured":"Jakulin, A.: Attribute interactions in machine learning. Master\u2019s thesis, University of Ljubljana, Faculty of Computer and Information Science (2003)"},{"key":"22_CR2","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/BF02289159","volume":"19","author":"W.J. McGill","year":"1954","unstructured":"McGill, W.J.: Multivariate information transmission. Psychometrika\u00a019, 97\u2013116 (1954)","journal-title":"Psychometrika"},{"key":"22_CR3","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/S0019-9958(80)90478-7","volume":"46","author":"T.S. Han","year":"1980","unstructured":"Han, T.S.: Multiple mutual informations and multiple interactions in frequency data. Information and Control\u00a046, 26\u201345 (1980)","journal-title":"Information and Control"},{"key":"22_CR4","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1109\/18.79902","volume":"37","author":"R.W. Yeung","year":"1991","unstructured":"Yeung, R.W.: A new outlook on Shannon\u2019s information measures. IEEE Transactions on Information Theory\u00a037, 466\u2013474 (1991)","journal-title":"IEEE Transactions on Information Theory"},{"key":"22_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0017015","volume-title":"Machine Learning - EWSL-91","author":"I. Kononenko","year":"1991","unstructured":"Kononenko, I.: Semi-naive Bayesian classifier. In: Kodratoff, Y. (ed.) EWSL 1991. LNCS, vol.\u00a0482, Springer, Heidelberg (1991)"},{"key":"22_CR6","volume-title":"Learning from Data: AI and Statistics V","author":"M.J. Pazzani","year":"1996","unstructured":"Pazzani, M.J.: Searching for dependencies in Bayesian classifiers. In: Learning from Data: AI and Statistics V, Springer, Heidelberg (1996)"},{"key":"22_CR7","first-page":"1277","volume-title":"Proc. National Conference on Artificial Intelligence","author":"N. Friedman","year":"1996","unstructured":"Friedman, N., Goldszmidt, M.: Building classifiers using Bayesian networks. In: Proc. National Conference on Artificial Intelligence, Menlo Park, CA, pp. 1277\u20131284. AAAI Press, Menlo Park (1996)"},{"key":"22_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1175\/1520-0493(1950)078<0001:VOFEIT>2.0.CO;2","volume":"78","author":"G.W. Brier","year":"1950","unstructured":"Brier, G.W.: Verification of forecasts expressed in terms of probability. Weather Rev.\u00a078, 1\u20133 (1950)","journal-title":"Weather Rev."},{"key":"22_CR9","unstructured":"Dem\u0161ar, J., Zupan, B.: Orange: a data mining framework (2002), \n                    \n                      http:\/\/magix.fri.uni-lj.si\/orange"},{"key":"22_CR10","unstructured":"Hettich, S., Bay, S.D.: The UCI KDD archive \n                    \n                      http:\/\/kdd.ics.uci.edu\n                    \n                    \n                   Irvine, CA: University of California, Department of Information and Computer Science (1999)"},{"key":"22_CR11","doi-asserted-by":"publisher","first-page":"376","DOI":"10.1037\/0033-2909.114.2.376","volume":"114","author":"G.H. McClelland","year":"1993","unstructured":"McClelland, G.H., Judd, C.M.: Statistical difficulties of detecting interactions and moderator effects. Psychological Bulletin\u00a0114, 376\u2013390 (1993)","journal-title":"Psychological Bulletin"},{"key":"22_CR12","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1016\/S0167-9473(97)00020-0","volume":"26","author":"A. Struyf","year":"1997","unstructured":"Struyf, A., Hubert, M., Rousseeuw, P.J.: Integrating robust clustering techniques in S-PLUS. Computational Statistics and Data Analysis\u00a026, 17\u201337 (1997)","journal-title":"Computational Statistics and Data Analysis"},{"key":"22_CR13","unstructured":"Koutsofios, E., North, S.C.: Drawing Graphs with dot. (1996), Available on \n                    \n                      research.att.com.in.dist\/drawdag\/dotguide.ps.Z"},{"key":"22_CR14","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1142\/S0218213002000940","volume":"11","author":"P. Myllymaki","year":"2002","unstructured":"Myllymaki, P., Silander, T., Tirri, H., Uronen, P.: B-Course: A web-based tool for Bayesian and causal data analysis. International Journal on Artificial Intelligence Tools\u00a011, 369\u2013387 (2002)","journal-title":"International Journal on Artificial Intelligence Tools"},{"key":"22_CR15","unstructured":"Cestnik, B.: Estimating probabilities: A crucial task in machine learning. In: Proc. 9th European Conference on Artificial Intelligence, pp. 147\u2013149 (1990)"}],"container-title":["Lecture Notes in Computer Science","Knowledge Discovery in Databases: PKDD 2003"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-39804-2_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,14]],"date-time":"2019-03-14T23:47:08Z","timestamp":1552607228000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-39804-2_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003]]},"ISBN":["9783540200857","9783540398042"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-39804-2_22","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2003]]}}}