{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,2]],"date-time":"2025-03-02T05:53:06Z","timestamp":1740894786066,"version":"3.38.0"},"publisher-location":"Berlin, Heidelberg","reference-count":26,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540201199"},{"type":"electronic","value":"9783540398530"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2003]]},"DOI":"10.1007\/978-3-540-39853-0_14","type":"book-chapter","created":{"date-parts":[[2011,1,13]],"date-time":"2011-01-13T11:13:01Z","timestamp":1294917181000},"page":"165-175","source":"Crossref","is-referenced-by-count":2,"title":["Improving the SLA Algorithm Using Association Rules"],"prefix":"10.1007","author":[{"given":"Evelina","family":"Lamma","sequence":"first","affiliation":[]},{"given":"Fabrizio","family":"Riguzzi","sequence":"additional","affiliation":[]},{"given":"Andrea","family":"Stambazzi","sequence":"additional","affiliation":[]},{"given":"Sergio","family":"Storari","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"14_CR1","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1145\/170035.170072","volume-title":"Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data","author":"R. Agrawal","year":"1993","unstructured":"Agrawal, R., Imielinski, T., Swami, A.: Mining association rules between sets of items in large databases. In: Buneman, P., Jajodia, S. (eds.) Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, Washington, D.C, vol.\u00a022(2), pp. 207\u2013216. ACM Press, New York (1993)"},{"key":"14_CR2","doi-asserted-by":"publisher","first-page":"716","DOI":"10.1109\/TAC.1974.1100705","volume":"19","author":"H. Akaike","year":"1974","unstructured":"Akaike, H.: A new Look at Statistical Model Identification. IEEE Trans. Automatic Control\u00a019, 716\u2013723 (1974)","journal-title":"IEEE Trans. Automatic Control"},{"key":"14_CR3","first-page":"247","volume-title":"Proceedings of the 2nd European Conference on Artificial Intelligence in Medicine (AIME 1989)","author":"I.A. Beinlich","year":"1989","unstructured":"Beinlich, I.A., Suermondt, H.J., Chavez, R.M., Cooper, G.F.: The ALARM monitoring system: A case study with two probabilistic inference techniques for belief networks. In: Hunter, J. (ed.) Proceedings of the 2nd European Conference on Artificial Intelligence in Medicine (AIME 1989), pp. 247\u2013256. Springer, Heidelberg (1989)"},{"key":"14_CR4","volume-title":"Data Mining Techniques for Marketing, Sales and Customer Support","author":"J.A. Berry","year":"1997","unstructured":"Berry, J.A., Linoff, G.S.: Data Mining Techniques for Marketing, Sales and Customer Support. John Wiley & Sons Inc., New York (1997)"},{"key":"14_CR5","unstructured":"Boerlage, B.: Link Strength in Bayesian Networks. MSc Thesis, Dept. Computer Science, Univ. of British Columbia, BC (1992)"},{"key":"14_CR6","doi-asserted-by":"crossref","unstructured":"Brin, S., Motwani, R., Ullman, J., Tsur, S.: Dynamic Itemset Counting and Implication Rules for Market Basket Data. In: Peckham, J. (ed.) Proceedings ACM SIGMOD International Conference on Management of Data, SIGMOD, vol.\u00a026(2), pp. 255\u2013264. (1997)","DOI":"10.1145\/253260.253325"},{"key":"14_CR7","doi-asserted-by":"crossref","unstructured":"Brin, S., Motwani, R., Silverstein, C.: Beyond market baskets: Generalizing association rule to correlations. In: Proceedings ACM SIGMOD International Conference on Management of Data, SIGMOD, pp. 265\u2013276 (1997)","DOI":"10.1145\/253262.253327"},{"key":"14_CR8","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/S0004-3702(02)00191-1","volume":"137","author":"J. Cheng","year":"2002","unstructured":"Cheng, J., Greiner, R., Kelly, J., Bell, D., Liu, W.: Learning Bayesian networks from data: An information-theory based approach. Artificial Intelligence\u00a0137, 43\u201390 (2002)","journal-title":"Artificial Intelligence"},{"key":"14_CR9","doi-asserted-by":"publisher","first-page":"462","DOI":"10.1109\/TIT.1968.1054142","volume":"14","author":"C.K. Chow","year":"1968","unstructured":"Chow, C.K., Liu, C.N.: Approximating discrete probability distributions with dependence trees. IEEE Transactions on Information Theory\u00a014, 462\u2013467 (1968)","journal-title":"IEEE Transactions on Information Theory"},{"key":"14_CR10","first-page":"309","volume":"9","author":"G. Cooper","year":"1992","unstructured":"Cooper, G., Herskovits, E.: A Bayesian method for the induction of probabilistic networks from data. Machine Learning\u00a09, 309\u2013347 (1992)","journal-title":"Machine Learning"},{"key":"14_CR11","volume-title":"Data mining - Metodi statistici per le applicazioni aziendali","author":"P. Giudici","year":"2001","unstructured":"Giudici, P.: Data mining - Metodi statistici per le applicazioni aziendali. McGraw-Hill, Milano (2001)"},{"key":"14_CR12","first-page":"197","volume":"20","author":"D. Heckerman","year":"1995","unstructured":"Heckerman, D., Geiger, D., Chickering, D.: Learning Bayesian Networks: the combination of knowledge and statistical data. Machine Learning\u00a020, 197\u2013243 (1995)","journal-title":"Machine Learning"},{"key":"14_CR13","volume-title":"Learning in Graphical Models","author":"D. Heckerman","year":"1999","unstructured":"Heckerman, D.: Tutorial on learning in Bayesian networks. In: Jordan, M. (ed.) Learning in Graphical Models. MIT Press, Cambridge (1999)"},{"key":"14_CR14","volume-title":"Doctoral Dissertation, Medical Informatics","author":"E.H. Herskovits","year":"1991","unstructured":"Herskovits, E.H.: Computer-based probabilistic-network construction. In: Doctoral Dissertation, Medical Informatics. Stanford University, Stanford (1991)"},{"key":"14_CR15","unstructured":"Hugin, http:\/\/www.hugin.com"},{"issue":"2","key":"14_CR16","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1111\/j.2517-6161.1988.tb01721.x","volume":"50","author":"S.L. Lauritzen","year":"1988","unstructured":"Lauritzen, S.L., Spiegelhalter, D.J.: Local computations with probabilities on graphical structures and their application to expert systems. J. Royal Statistics Society B\u00a050(2), 157\u2013194 (1988)","journal-title":"J. Royal Statistics Society B"},{"key":"14_CR17","doi-asserted-by":"publisher","first-page":"1535","DOI":"10.2307\/2291017","volume":"89","author":"D. Madigan","year":"1994","unstructured":"Madigan, D., Raftery, A.: Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam\u2019s Window. J. Am. Statist. Association\u00a089, 1535\u20131546 (1994)","journal-title":"J. Am. Statist. Association"},{"key":"14_CR18","unstructured":"Netica, http:\/\/www.norsys.com"},{"key":"14_CR19","volume-title":"Probabilistic reasoning in intelligent systems: networks of plausible inference","author":"J. Pearl","year":"1988","unstructured":"Pearl, J.: Probabilistic reasoning in intelligent systems: networks of plausible inference. Morgan Kaufmann, San Francisco (1988)"},{"key":"14_CR20","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1111\/j.2517-6161.1987.tb01694.x","volume":"49","author":"J. Rissanen","year":"1987","unstructured":"Rissanen, J.: Stochastic Complexity (with discussion). J. Roy. Statist. Soc. B\u00a049, 223\u2013239 (1987)","journal-title":"J. Roy. Statist. Soc. B"},{"key":"14_CR21","first-page":"259","volume-title":"Proceedings of the Conference on Uncertainty in Artificial Intelligence","author":"M. Sigh","year":"1993","unstructured":"Sigh, M., Valtorta, M.: Construction of Bayesian Network Structures from Data: a Brief Survey and an Efficient Algorithm. In: Heckerman, D., Mamdani, A. (eds.) Proceedings of the Conference on Uncertainty in Artificial Intelligence, pp. 259\u2013265. Morgan Kaufmann, San Francisco (1993)"},{"issue":"2\/3","key":"14_CR22","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1023\/A:1009891813863","volume":"4","author":"C. Silverstein","year":"2000","unstructured":"Silverstein, C., Brin, S., Motwani, R., Ullman, J.D.: Scalable Techniques for Mining Causal Structures. Data Mining and Knowledge Discovery\u00a04(2\/3), 163\u2013192 (2000)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"14_CR23","series-title":"Lecture Notes in Statistics","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-2748-9","volume-title":"Causation, Prediction, and Search","author":"P. Spirtes","year":"1993","unstructured":"Spirtes, P., Glymour, C., Scheines, R.: Causation, Prediction, and Search. Lecture Notes in Statistics. Springer, Berlin (1993)"},{"key":"14_CR24","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1177\/089443939100900106","volume":"9","author":"P. Spirtes","year":"1991","unstructured":"Spirtes, P., Glymour, C., Scheines, R.: An algorithm for fast recovery of sparse causal graphs. Social Science Computer Review\u00a09, 62\u201372 (1991)","journal-title":"Social Science Computer Review"},{"key":"14_CR25","unstructured":"Suzuki, J.: Learning Bayesian Belief Networks Based on the MDL principle: An Efficient Algorithm Using the Branch and Bound Technique. In: IEICE Transactions on Communications Electronics Information and Systems (1999)"},{"key":"14_CR26","unstructured":"WEKA, http:\/\/www.cs.waikato.ac.nz\/~ml\/weka\/doc_gui\/weka.associations.ItemSet.html#leverageForRule"}],"container-title":["Lecture Notes in Computer Science","AI*IA 2003: Advances in Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-39853-0_14.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T18:38:55Z","timestamp":1740854335000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-39853-0_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003]]},"ISBN":["9783540201199","9783540398530"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-39853-0_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2003]]}}}