{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:40:05Z","timestamp":1760708405206},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642290374"},{"type":"electronic","value":"9783642290381"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-29038-1_21","type":"book-chapter","created":{"date-parts":[[2012,4,5]],"date-time":"2012-04-05T07:57:38Z","timestamp":1333612658000},"page":"272-287","source":"Crossref","is-referenced-by-count":37,"title":["Fast Tree-Based Mining of Frequent Itemsets from Uncertain Data"],"prefix":"10.1007","author":[{"given":"Carson Kai-Sang","family":"Leung","sequence":"first","affiliation":[]},{"given":"Syed K.","family":"Tanbeer","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"21_CR1","doi-asserted-by":"crossref","unstructured":"Aggarwal, C.C., Li, Y., Wang, J., Wang, J.: Frequent pattern mining with uncertain data. In: ACM KDD 2009, pp. 29\u201337 (2009)","DOI":"10.1145\/1557019.1557030"},{"key":"21_CR2","unstructured":"Agrawal, R., Srikant, R.: Fast algorithms for mining association rules. In: VLDB 1994, pp. 487\u2013499 (1994)"},{"key":"21_CR3","doi-asserted-by":"crossref","unstructured":"Bernecker, T., Kriegel, H.-P., Renz, M., Verhein, F., Zuefle, A.: Probabilistic frequent itemset mining in uncertain databases. In: ACM KDD 2009, pp. 119\u2013127 (2009)","DOI":"10.1145\/1557019.1557039"},{"key":"21_CR4","doi-asserted-by":"crossref","unstructured":"Calders, T., Garboni, C., Goethals, B.: Approximation of frequentness probability of itemsets in uncertain data. In: IEEE ICDM 2010, pp. 749\u2013754 (2010)","DOI":"10.1109\/ICDM.2010.42"},{"key":"21_CR5","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"480","DOI":"10.1007\/978-3-642-13657-3_51","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"T. Calders","year":"2010","unstructured":"Calders, T., Garboni, C., Goethals, B.: Efficient Pattern Mining of Uncertain Data with Sampling. In: Zaki, M.J., Yu, J.X., Ravindran, B., Pudi, V. (eds.) PAKDD 2010, Part I. LNCS (LNAI), vol.\u00a06118, pp. 480\u2013487. Springer, Heidelberg (2010)"},{"key":"21_CR6","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1007\/978-3-540-71701-0_8","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"C.-K. Chui","year":"2007","unstructured":"Chui, C.-K., Kao, B., Hung, E.: Mining Frequent Itemsets from Uncertain Data. In: Zhou, Z.-H., Li, H., Yang, Q. (eds.) PAKDD 2007. LNCS (LNAI), vol.\u00a04426, pp. 47\u201358. Springer, Heidelberg (2007)"},{"key":"21_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1007\/978-3-642-00887-0_33","volume-title":"Database Systems for Advanced Applications","author":"T. Eavis","year":"2009","unstructured":"Eavis, T., Zheng, X.: Multi-Level Frequent Pattern Mining. In: Zhou, X., Yokota, H., Deng, K., Liu, Q. (eds.) DASFAA 2009. LNCS, vol.\u00a05463, pp. 369\u2013383. Springer, Heidelberg (2009)"},{"key":"21_CR8","doi-asserted-by":"crossref","unstructured":"Han, J., Pei, J., Yin, Y.: Mining frequent patterns without candidate generation. In: ACM SIGMOD 2000, pp. 1\u201312 (2000)","DOI":"10.1145\/335191.335372"},{"key":"21_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1007\/978-3-642-20149-3_15","volume-title":"Database Systems for Advanced Applications","author":"R.U. Kiran","year":"2011","unstructured":"Kiran, R.U., Reddy, P.K.: An Alternative Interestingness Measure for Mining Periodic-Frequent Patterns. In: Yu, J.X., Kim, M.H., Unland, R. (eds.) DASFAA 2011, Part I. LNCS, vol.\u00a06587, pp. 183\u2013192. Springer, Heidelberg (2011)"},{"issue":"4","key":"21_CR10","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1145\/958942.958944","volume":"28","author":"L.V.S. Lakshmanan","year":"2003","unstructured":"Lakshmanan, L.V.S., Leung, C.K.-S., Ng, R.T.: Efficient dynamic mining of constrained frequent sets. ACM TODS\u00a028(4), 337\u2013389 (2003)","journal-title":"ACM TODS"},{"key":"21_CR11","doi-asserted-by":"crossref","unstructured":"Leung, C.K.-S., Hao, B.: Mining of frequent itemsets from streams of uncertain data. In: IEEE ICDE 2009, pp. 1663\u20131670 (2009)","DOI":"10.1109\/ICDE.2009.157"},{"key":"21_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1007\/978-3-642-23544-3_19","volume-title":"Data Warehousing and Knowledge Discovery","author":"C.K.-S. Leung","year":"2011","unstructured":"Leung, C.K.-S., Jiang, F.: Frequent Pattern Mining from Time-Fading Streams of Uncertain Data. In: Cuzzocrea, A., Dayal, U. (eds.) DaWaK 2011. LNCS, vol.\u00a06862, pp. 252\u2013264. Springer, Heidelberg (2011)"},{"key":"21_CR13","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"653","DOI":"10.1007\/978-3-540-68125-0_61","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"C.K.-S. Leung","year":"2008","unstructured":"Leung, C.K.-S., Mateo, M.A.F., Brajczuk, D.A.: A Tree-Based approach for Frequent Pattern Mining from Uncertain Data. In: Washio, T., Suzuki, E., Ting, K.M., Inokuchi, A. (eds.) PAKDD 2008. LNCS (LNAI), vol.\u00a05012, pp. 653\u2013661. Springer, Heidelberg (2008)"},{"key":"21_CR14","unstructured":"Lin, C.-W., Hong, T.-P., Lu, W.-H.: A new tree structure for mining frequent itemsets from uncertain databases. In: Nat\u2019l Conf. on Fuzzy Theory and its App., pp. 575\u2013579 (2009)"},{"key":"21_CR15","unstructured":"Pei, J., Han, J., Lu, H., Nishio, S., Tang, S., Yang, D.: H-Mine: hyper-structure mining of frequent patterns in large databases. In: IEEE ICDM 2001, pp. 441\u2013448 (2001)"},{"key":"21_CR16","doi-asserted-by":"crossref","unstructured":"Zhang, Q., Li, F., Yi, K.: Finding frequent items in probabilistic data. In: ACM SIGMOD 2008, pp. 819\u2013832 (2008)","DOI":"10.1145\/1376616.1376698"}],"container-title":["Lecture Notes in Computer Science","Database Systems for Advanced Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-29038-1_21.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T11:19:45Z","timestamp":1620127185000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-29038-1_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642290374","9783642290381"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-29038-1_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}