{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T14:31:59Z","timestamp":1725460319241},"publisher-location":"Berlin, Heidelberg","reference-count":35,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642374494"},{"type":"electronic","value":"9783642374500"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-37450-0_27","type":"book-chapter","created":{"date-parts":[[2013,4,17]],"date-time":"2013-04-17T05:41:52Z","timestamp":1366177312000},"page":"354-369","source":"Crossref","is-referenced-by-count":4,"title":["FP-Rank: An Effective Ranking Approach Based on Frequent Pattern Analysis"],"prefix":"10.1007","author":[{"given":"Yuanfeng","family":"Song","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kenneth","family":"Leung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiong","family":"Fang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wilfred","family":"Ng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"27_CR1","unstructured":"Agrawal, R., Srikant, R.: Fast algorithms for mining association rules in large databases. In: VLDB 1994, pp. 487\u2013499 (1994)"},{"key":"27_CR2","unstructured":"Baeza-Yates, R., Ribeiro-Neto, B.: Modern Information Retrieval. Addison Wesley (1999)"},{"key":"27_CR3","doi-asserted-by":"crossref","unstructured":"Burges, C., Shaked, T., Renshaw, E., Lazier, A., Deeds, M., Hamilton, N., Hullender, G.: Learning to rank using gradient descent. In: ICML 2005, pp. 89\u201396 (2005)","DOI":"10.1145\/1102351.1102363"},{"key":"27_CR4","doi-asserted-by":"crossref","unstructured":"Cao, Y., Xu, J., Liu, T.-Y., Li, H., Huang, Y., Hon, H.-W.: Adapting ranking svm to document retrieval. In: SIGIR 2006, pp. 186\u2013193 (2006)","DOI":"10.1145\/1148170.1148205"},{"key":"27_CR5","doi-asserted-by":"crossref","unstructured":"Cao, Z., Qin, T., Liu, T.-Y., Tsai, M.-F., Li, H.: Learning to rank: from pairwise approach to listwise approach. In: ICML 2007, pp. 129\u2013136 (2007)","DOI":"10.1145\/1273496.1273513"},{"key":"27_CR6","doi-asserted-by":"crossref","unstructured":"Cheng, H., Yan, X., Han, J., Hsu, C.-W.: Discriminative frequent pattern analysis for effective classification. In: ICDE 2007, pp. 169\u2013178 (2007)","DOI":"10.1109\/ICDE.2007.367917"},{"key":"27_CR7","doi-asserted-by":"crossref","unstructured":"Cheng, H., Yan, X., Han, J., Yu, P.S.: Direct discriminative pattern mining for effective classification. In: ICDE 2008, pp. 169\u2013178 (2008)","DOI":"10.1109\/ICDE.2008.4497425"},{"key":"27_CR8","doi-asserted-by":"crossref","unstructured":"Burges, C.J., Ragno, R., Le, Q.V.: Learning to rank with nonsmooth cost functions. In: NIPS 2006, pp. 193\u2013200 (2006)","DOI":"10.7551\/mitpress\/7503.003.0029"},{"key":"27_CR9","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"605","DOI":"10.1007\/11776420_44","volume-title":"Learning Theory","author":"D. Cossock","year":"2006","unstructured":"Cossock, D., Zhang, T.: Subset ranking using regression. In: Lugosi, G., Simon, H.U. (eds.) COLT 2006. LNCS (LNAI), vol.\u00a04005, pp. 605\u2013619. Springer, Heidelberg (2006)"},{"key":"27_CR10","unstructured":"Fayyad, I.: Multi-interval discretization of continuous-valued attributes for classification learning. In: UAI 1993, pp. 1022\u20131027 (1993)"},{"key":"27_CR11","first-page":"933","volume":"4","author":"Y. Freund","year":"2003","unstructured":"Freund, Y., Iyer, R., Schapire, R.E., Singer, Y.: An efficient boosting algorithm for combining preferences. J. Mach. Learn. Res.\u00a04, 933\u2013969 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"27_CR12","doi-asserted-by":"crossref","unstructured":"Geng, X., Liu, T.-Y., Qin, T., Li, H.: Feature selection for ranking. In: SIGIR 2007, pp. 407\u2013414 (2007)","DOI":"10.1145\/1277741.1277811"},{"key":"27_CR13","unstructured":"Grahne, G., Zhu, J.: Efficiently using prefix-trees in mining frequent itemsets. In: FIMI 2003 (2003)"},{"issue":"1","key":"27_CR14","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1007\/s10618-006-0059-1","volume":"15","author":"J. Han","year":"2007","unstructured":"Han, J., Cheng, H., Xin, D., Yan, X.: Frequent pattern mining: current status and future directions. Data Min. Knowl. Discov.\u00a015(1), 55\u201386 (2007)","journal-title":"Data Min. Knowl. Discov."},{"key":"27_CR15","doi-asserted-by":"crossref","unstructured":"Joachims, T.: Training linear svms in linear time. In: KDD 2006, pp. 217\u2013226 (2006)","DOI":"10.1145\/1150402.1150429"},{"key":"27_CR16","doi-asserted-by":"crossref","unstructured":"Karimzadehgan, M., Li, W., Zhang, R., Mao, J.: A stochastic learning-to-rank algorithm and its application to contextual advertising. In: WWW 2011, pp. 377\u2013386 (2011)","DOI":"10.1145\/1963405.1963460"},{"key":"27_CR17","unstructured":"Li, P., Burges, C.J.C., Wu, Q.: Mcrank: Learning to rank using multiple classification and gradient boosting. In: NIPS 2007, pp. 845\u2013852 (2007)"},{"key":"27_CR18","unstructured":"Li, W., Han, J., Pei, J.: Cmar: Accurate and efficient classification based on multiple class-association rules. In: ICDM 2001, p. 369 (2001)"},{"key":"27_CR19","unstructured":"Liu, B., Hsu, W., Ma, Y.: Integrating classification and association rule mining. In: KDD 1998, pp. 80\u201386 (1998)"},{"key":"27_CR20","doi-asserted-by":"crossref","unstructured":"Nallapati, R.: Discriminative models for information retrieval. In: SIGIR 2004, pp. 64\u201371 (2004)","DOI":"10.1145\/1008992.1009006"},{"key":"27_CR21","unstructured":"Qin, T.: yan Liu, T., feng Tsai, M., dong Zhang, X., Li, H.: Learning to search web pages with query-level loss functions. Tech. rep. (2006)"},{"key":"27_CR22","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1007\/s10791-009-9123-y","volume":"13","author":"T. Qin","year":"2010","unstructured":"Qin, T., Liu, T.-Y., Xu, J., Li, H.: Letor: A benchmark collection for research on learning to rank for information retrieval. Information Retrieval\u00a013, 346\u2013374 (2010)","journal-title":"Information Retrieval"},{"key":"27_CR23","doi-asserted-by":"crossref","unstructured":"Qin, T., Zhang, X.-D., Wang, D.-S., Liu, T.-Y., Lai, W., Li, H.: Ranking with multiple hyperplanes. In: SIGIR 2007, pp. 279\u2013286 (2007)","DOI":"10.1145\/1277741.1277791"},{"key":"27_CR24","first-page":"979","volume-title":"KDD 2010","author":"D. Sculley","year":"2010","unstructured":"Sculley, D.: Combined regression and ranking. In: KDD 2010, pp. 979\u2013988. ACM, New York (2010)"},{"key":"27_CR25","doi-asserted-by":"crossref","unstructured":"Taylor, M., Guiver, J., Robertson, S., Minka, T.: Softrank: optimizing non-smooth rank metrics. In: WSDM 2008, pp. 77\u201386 (2008)","DOI":"10.1145\/1341531.1341544"},{"key":"27_CR26","doi-asserted-by":"crossref","unstructured":"Tong, Y., Chen, L., Cheng, Y., Yu, P.S.: Mining frequent itemsets over uncertain databases. In: PVLDB 2012, vol.\u00a05(11), pp. 1650\u20131661 (2012)","DOI":"10.14778\/2350229.2350277"},{"key":"27_CR27","doi-asserted-by":"crossref","unstructured":"Tong, Y., Chen, L., Ding, B.: Discovering threshold-based frequent closed itemsets over probabilistic data. In: ICDE 2012, pp. 270\u2013281 (2012)","DOI":"10.1109\/ICDE.2012.51"},{"key":"27_CR28","doi-asserted-by":"crossref","unstructured":"Tsai, M.-F., Liu, T.-Y., Qin, T., Chen, H.-H., Ma, W.-Y.: Frank: a ranking method with fidelity loss. In: SIGIR 2007, pp. 383\u2013390 (2007)","DOI":"10.1145\/1277741.1277808"},{"key":"27_CR29","unstructured":"Valizadegan, H., Jin, R., Zhang, R., Mao, J.: Learning to rank by optimizing ndcg measure. In: NIPS 2009 (2009)"},{"key":"27_CR30","doi-asserted-by":"crossref","unstructured":"Veloso, A.A., Almeida, H.M., Gon\u00e7alves, M.A., Meira Jr., W.: Learning to rank at query-time using association rules. In: SIGIR 2008, pp. 267\u2013274 (2008)","DOI":"10.1145\/1390334.1390381"},{"key":"27_CR31","doi-asserted-by":"crossref","unstructured":"Volkovs, M.N., Zemel, R.S.: Boltzrank: learning to maximize expected ranking gain. In: ICML 2009, pp. 1089\u20131096 (2009)","DOI":"10.1145\/1553374.1553513"},{"key":"27_CR32","doi-asserted-by":"publisher","first-page":"1497","DOI":"10.1109\/TKDE.2006.179","volume":"18","author":"J. Wang","year":"2006","unstructured":"Wang, J., Karypis, G.: On mining instance-centric classification rules. IEEE Trans. on Knowl. and Data Eng.\u00a018, 1497\u20131511 (2006)","journal-title":"IEEE Trans. on Knowl. and Data Eng."},{"key":"27_CR33","doi-asserted-by":"crossref","unstructured":"Xu, J., Li, H.: Adarank: a boosting algorithm for information retrieval. In: SIGIR 2007, pp. 391\u2013398 (2007)","DOI":"10.1145\/1277741.1277809"},{"key":"27_CR34","doi-asserted-by":"crossref","unstructured":"Yin, X., Han, J.: Cpar: Classification based on predictive association rules. In: SDM 2003 (2003)","DOI":"10.1137\/1.9781611972733.40"},{"key":"27_CR35","doi-asserted-by":"crossref","unstructured":"Yue, Y., Finley, T., Radlinski, F., Joachims, T.: A support vector method for optimizing average precision. In: SIGIR 2007, pp. 271\u2013278 (2007)","DOI":"10.1145\/1277741.1277790"}],"container-title":["Lecture Notes in Computer Science","Database Systems for Advanced Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-37450-0_27","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T02:53:40Z","timestamp":1688180020000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-37450-0_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642374494","9783642374500"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-37450-0_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}