{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T21:30:25Z","timestamp":1742938225835,"version":"3.40.3"},"publisher-location":"Cham","reference-count":30,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319252544"},{"type":"electronic","value":"9783319252551"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-25255-1_63","type":"book-chapter","created":{"date-parts":[[2015,9,24]],"date-time":"2015-09-24T01:39:46Z","timestamp":1443058786000},"page":"768-780","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Probabilistic Frequent Pattern Mining by PUH-Mine"],"prefix":"10.1007","author":[{"given":"Wenzhu","family":"Tong","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carson K.","family":"Leung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dacheng","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jialiang","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,11,13]]},"reference":[{"key":"63_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\u201338 (2009)","DOI":"10.1145\/1557019.1557030"},{"key":"63_CR2","unstructured":"Agrawal, R., Srikant, R.: Fast algorithms for mining association rules. In: VLDB 1994, pp. 487\u2013499 (1994)"},{"issue":"1","key":"63_CR3","first-page":"181","volume":"37","author":"T. Bernecker","year":"2013","unstructured":"Bernecker, T., Cheng, R., Cheung, D.W., Kriegel, H.-P., Lee, S.D., Renz, M., Verhein, F., Wang, L., Z\u00fcfle, A.: Model-based probabilistic frequent itemset mining. KAIS\u00a037(1), 181\u2013217 (2013)","journal-title":"KAIS"},{"key":"63_CR4","doi-asserted-by":"crossref","unstructured":"Bernecker, T., Kriegel, H.-P., Renz, M., Verhein, F., Z\u00fcfle, A.: Probabilistic frequent itemset mining in uncertain databases. In: ACM KDD 2009, pp. 119\u2013128 (2009)","DOI":"10.1145\/1557019.1557039"},{"key":"63_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1007\/978-3-642-31235-9_3","volume-title":"Scientific and Statistical Database Management","author":"T. Bernecker","year":"2012","unstructured":"Bernecker, T., Kriegel, H.-P., Renz, M., Verhein, F., Z\u00fcfle, A.: Probabilistic frequent pattern growth for itemset mining in uncertain databases. In: Ailamaki, A., Bowers, S. (eds.) SSDBM 2012. LNCS, vol.\u00a07338, pp. 38\u201355. Springer, Heidelberg (2012)"},{"key":"63_CR6","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":"63_CR7","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":"63_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1007\/978-3-319-11116-2_56","volume-title":"Web Technologies and Applications","author":"A. Cuzzocrea","year":"2014","unstructured":"Cuzzocrea, A., Jiang, F., Lee, W., Leung, C.K.: Efficient frequent itemset mining from dense data streams. In: Chen, L., Jia, Y., Sellis, T., Liu, G. (eds.) APWeb 2014. LNCS, vol.\u00a08709, pp. 593\u2013601. Springer, Heidelberg (2014)"},{"key":"63_CR9","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1016\/j.future.2013.10.026","volume":"37","author":"A. Cuzzocrea","year":"2014","unstructured":"Cuzzocrea, A., Leung, C.K., MacKinnon, R.K.: Mining constrained frequent itemsets from distributed uncertain data. Future Generation Computer Systems\u00a037, 117\u2013126 (2014)","journal-title":"Future Generation Computer Systems"},{"key":"63_CR10","doi-asserted-by":"crossref","unstructured":"Jiang, J., Lu, H., Yang, B., Cui, B.: Finding top-k local users in geo-tagged social media data. In: IEEE ICDE 2015, pp.\u00a0267\u2013278 (2015)","DOI":"10.1109\/ICDE.2015.7113290"},{"key":"63_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/978-3-642-20291-9_19","volume-title":"Web Technologies and Applications","author":"W. Lee","year":"2011","unstructured":"Lee, W., Song, J.J., Leung, C.K.-S.: Categorical data skyline using classification tree. In: Du, X., Fan, W., Wang, J., Peng, Z., Sharaf, M.A. (eds.) APWeb 2011. LNCS, vol.\u00a06612, pp. 181\u2013187. Springer, Heidelberg (2011)"},{"key":"63_CR12","doi-asserted-by":"crossref","unstructured":"Leung, C.K.-S.: Uncertain frequent pattern mining. In: Aggarwal, C.C., Han, J. (eds.) Frequent Pattern Mining, pp. 417\u2013453. Springer, Switzerland (2014)","DOI":"10.1007\/978-3-319-07821-2_14"},{"key":"63_CR13","doi-asserted-by":"crossref","unstructured":"Leung, C.K., Jiang, F.: A data science solution for mining interesting patterns from uncertain big data. In: IEEE BDCloud 2014, pp. 235\u2013242 (2014)","DOI":"10.1109\/BDCloud.2014.136"},{"key":"63_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/978-3-319-10160-6_11","volume-title":"Data Warehousing and Knowledge Discovery","author":"C.K.-S. Leung","year":"2014","unstructured":"Leung, C.K.-S., MacKinnon, R.K.: BLIMP: A compact tree structure for uncertain frequent pattern mining. In: Bellatreche, L., Mohania, M.K. (eds.) DaWaK 2014. LNCS, vol.\u00a08646, pp. 115\u2013123. Springer, Heidelberg (2014)"},{"key":"63_CR15","doi-asserted-by":"crossref","unstructured":"Leung, C.K., MacKinnon, R.K., Jiang, F.: Reducing the search space for big data mining for interesting patterns from uncertain data. In: IEEE BigData Congress 2014, pp. 315\u2013322 (2014)","DOI":"10.1109\/BigData.Congress.2014.53"},{"key":"63_CR16","doi-asserted-by":"crossref","unstructured":"Leung, C.K., MacKinnon, R.K., Tanbeer, S.K.: Fast algorithms for frequent itemset mining from uncertain data. In: IEEE ICDM 2014, pp. 893\u2013898 (2014)","DOI":"10.1109\/ICDM.2014.146"},{"key":"63_CR17","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. Leung","year":"2008","unstructured":"Leung, C.K., 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":"63_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"272","DOI":"10.1007\/978-3-642-29038-1_21","volume-title":"Database Systems for Advanced Applications","author":"C.K. Leung","year":"2012","unstructured":"Leung, C.K., Tanbeer, S.K.: Fast tree-based mining of frequent itemsets from uncertain data. In: Lee, S.-g., Peng, Z., Zhou, X., Moon, Y.-S., Unland, R., Yoo, J. (eds.) DASFAA 2012, Part I. LNCS, vol.\u00a07238, pp. 272\u2013287. Springer, Heidelberg (2012)"},{"key":"63_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1007\/978-3-642-37453-1_2","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"C.K. Leung","year":"2013","unstructured":"Leung, C.K., Tanbeer, S.K.: PUF-tree: a compact tree structure for frequent pattern mining of uncertain data. In: Pei, J., Tseng, V.S., Cao, L., Motoda, H., Xu, G. (eds.) PAKDD 2013, Part I. LNCS, vol.\u00a07818, pp. 13\u201325. Springer, Heidelberg (2013)"},{"key":"63_CR20","doi-asserted-by":"crossref","unstructured":"Liu, C., Chen, L., Zhang, C.: Mining probabilistic representative frequent patterns from uncertain data. In: SDM 2013, pp.\u00a073\u201381 (2013)","DOI":"10.1137\/1.9781611972832.9"},{"key":"63_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"360","DOI":"10.1007\/978-3-642-37401-2_37","volume-title":"Web Technologies and Applications","author":"Y. Lv","year":"2013","unstructured":"Lv, Y., Chen, X., Sun, G., Cui, B.: A probabilistic data replacement strategy for flash-based hybrid storage system. In: Ishikawa, Y., Li, J., Wang, W., Zhang, R., Zhang, W. (eds.) APWeb 2013. LNCS, vol.\u00a07808, pp. 360\u2013371. Springer, Heidelberg (2013)"},{"key":"63_CR22","doi-asserted-by":"crossref","unstructured":"MacKinnon, R.K., Strauss, T.D., Leung, C.K.: DISC: efficient uncertain frequent pattern mining with tightened upper bounds. In: IEEE ICDM Workshops 2014, pp.\u00a01038\u20131045 (2014)","DOI":"10.1109\/ICDMW.2014.129"},{"key":"63_CR23","doi-asserted-by":"crossref","unstructured":"Pham, T.-A.N., Li, X., Cong, G., Zhang, Z.: A general graph-based model for recommendation in event-based social networks. In: IEEE ICDE 2015, pp. 567\u2013578 (2015)","DOI":"10.1109\/ICDE.2015.7113315"},{"key":"63_CR24","doi-asserted-by":"crossref","unstructured":"Sun, L., Cheng, R., Cheung, D.W., Cheng, J.: Mining uncertain data with probabilistic guarantees. In: ACM KDD 2010, pp.\u00a0273\u2013282 (2010)","DOI":"10.1145\/1835804.1835841"},{"key":"63_CR25","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1007\/978-3-642-37401-2_31","volume-title":"Web Technologies and Applications","author":"S.K. Tanbeer","year":"2013","unstructured":"Tanbeer, S.K., Leung, C.K.: Finding diverse friends in social networks. In: Ishikawa, Y., Li, J., Wang, W., Zhang, R., Zhang, W. (eds.) APWeb 2013. LNCS, vol.\u00a07808, pp. 301\u2013309. Springer, Heidelberg (2013)"},{"issue":"11","key":"63_CR26","first-page":"1650","volume":"5","author":"Y. Tong","year":"2012","unstructured":"Tong, Y., Chen, L., Cheng, Y., Yu, P.S.: Mining frequent itemsets over uncertain databases. PVLDB\u00a05(11), 1650\u20131661 (2012)","journal-title":"PVLDB"},{"key":"63_CR27","doi-asserted-by":"crossref","unstructured":"Tong, Y., Chen, L., Ding, B.: Discovering threshold-based frequent closed itemsets over probabilistic data. In: IEEE ICDE 2012, pp.\u00a0270\u2013281 (2012)","DOI":"10.1109\/ICDE.2012.51"},{"key":"63_CR28","doi-asserted-by":"crossref","unstructured":"Wang, L., Cheng, R., Lee, S.D., Cheung, D.: Accelerating probabilistic frequent itemset mining: a model-based approach. In: ACM CIKM 2010, pp. 429\u2013438 (2010)","DOI":"10.1145\/1871437.1871494"},{"issue":"12","key":"63_CR29","doi-asserted-by":"publisher","first-page":"1557","DOI":"10.1016\/j.spl.2008.01.048","volume":"78","author":"Y. Xia","year":"2008","unstructured":"Xia, Y.: Two refinements of the Chernoff bound for the sum of nonidentical Bernoulli random variables. Statistics & Probability Letters\u00a078(12), 1557\u20131559 (2008)","journal-title":"Statistics & Probability Letters"},{"issue":"1","key":"63_CR30","first-page":"1198","volume":"2","author":"M. Zhang","year":"2009","unstructured":"Zhang, M., Chen, S., Jensen, C.S., Ooi, B.C., Zhang, Z.: Effectively indexing uncertain moving objects for predictive queries. PVLDB\u00a02(1), 1198\u20131209 (2009)","journal-title":"PVLDB"}],"container-title":["Lecture Notes in Computer Science","Web Technologies and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-25255-1_63","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,30]],"date-time":"2019-05-30T21:36:18Z","timestamp":1559252178000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-25255-1_63"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319252544","9783319252551"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-25255-1_63","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"13 November 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}