{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,6]],"date-time":"2025-12-06T16:40:44Z","timestamp":1765039244066,"version":"3.40.4"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319066073"},{"type":"electronic","value":"9783319066080"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-06608-0_21","type":"book-chapter","created":{"date-parts":[[2014,5,8]],"date-time":"2014-05-08T01:40:40Z","timestamp":1399513240000},"page":"249-260","source":"Crossref","is-referenced-by-count":7,"title":["Mining Contrast Subspaces"],"prefix":"10.1007","author":[{"given":"Lei","family":"Duan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guanting","family":"Tang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian","family":"Pei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James","family":"Bailey","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guozhu","family":"Dong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Akiko","family":"Campbell","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Changjie","family":"Tang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"unstructured":"Jeffreys, H.: The Theory of Probability, 3rd edn., Oxford (1961)","key":"21_CR1"},{"unstructured":"Dong, G., Bailey, J. (eds.): Contrast Data Mining: Concepts, Algorithms, and Applications. CRC Press (2013)","key":"21_CR2"},{"doi-asserted-by":"crossref","unstructured":"Dong, G., Li, J.: Efficient mining of emerging patterns: discovering trends and differences. In: KDD, pp. 43\u201352 (1999)","key":"21_CR3","DOI":"10.1145\/312129.312191"},{"issue":"3","key":"21_CR4","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1023\/A:1011429418057","volume":"5","author":"S.D. Bay","year":"2001","unstructured":"Bay, S.D., Pazzani, M.J.: Detecting group differences: Mining contrast sets. Data Mining and Knowledge Discovery\u00a05(3), 213\u2013246 (2001)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"21_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1007\/3-540-63223-9_108","volume-title":"Principles of Data Mining and Knowledge Discovery","author":"S. Wrobel","year":"1997","unstructured":"Wrobel, S.: An algorithm for multi-relational discovery of subgroups. In: Komorowski, J., \u017bytkow, J.M. (eds.) PKDD 1997. LNCS, vol.\u00a01263, pp. 78\u201387. Springer, Heidelberg (1997)"},{"key":"21_CR6","first-page":"377","volume":"10","author":"P.K. Novak","year":"2009","unstructured":"Novak, P.K., Lavrac, N., Webb, G.I.: Supervised descriptive rule discovery: A unifying survey of contrast set, emerging pattern and subgroup mining. Journal of Machine Learning Research\u00a010, 377\u2013403 (2009)","journal-title":"Journal of Machine Learning Research"},{"doi-asserted-by":"crossref","unstructured":"B\u00f6hm, K., Keller, F., M\u00fcller, E., Nguyen, H.V., Vreeken, J.: CMI: An information-theoretic contrast measure for enhancing subspace cluster and outlier detection. In: SDM, pp. 198\u2013206 (2013)","key":"21_CR7","DOI":"10.1137\/1.9781611972832.22"},{"doi-asserted-by":"crossref","unstructured":"Keller, F., M\u00fcller, E., B\u00f6hm, K.: HiCS: High contrast subspaces for density-based outlier ranking. In: ICDE, pp. 1037\u20131048 (2012)","key":"21_CR8","DOI":"10.1109\/ICDE.2012.88"},{"doi-asserted-by":"crossref","unstructured":"Breunig, M.M., Kriegel, H.P., Ng, R.T., Sander, J.: LOF: Identifying density-based local outliers. In: SIGMOD, pp. 93\u2013104 (2000)","key":"21_CR9","DOI":"10.1145\/335191.335388"},{"doi-asserted-by":"crossref","unstructured":"Kriegel, H.P., Schubert, M., Zimek, A.: Angle-based outlier detection in high-dimensional data. In: KDD, pp. 444\u2013452 (2008)","key":"21_CR10","DOI":"10.1145\/1401890.1401946"},{"issue":"1","key":"21_CR11","doi-asserted-by":"publisher","first-page":"103","DOI":"10.2298\/CSIS0501103H","volume":"2","author":"Z. He","year":"2005","unstructured":"He, Z., Xu, X., Huang, Z.J., Deng, S.: FP-outlier: Frequent pattern based outlier detection. Computer Science and Information Systems\u00a02(1), 103\u2013118 (2005)","journal-title":"Computer Science and Information Systems"},{"key":"21_CR12","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1145\/376284.375668","volume":"30","author":"C.C. Aggarwal","year":"2001","unstructured":"Aggarwal, C.C., Yu, P.S.: Outlier detection for high dimensional data. ACM Sigmod Record\u00a030, 37\u201346 (2001)","journal-title":"ACM Sigmod Record"},{"issue":"3","key":"21_CR13","doi-asserted-by":"publisher","first-page":"809","DOI":"10.1007\/s00778-008-0128-8","volume":"18","author":"M. Hua","year":"2009","unstructured":"Hua, M., Pei, J., Fu, A.W., Lin, X., Leung, H.F.: Top-k typicality queries and efficient query answering methods on large databases. The VLDB Journal\u00a018(3), 809\u2013835 (2009)","journal-title":"The VLDB Journal"},{"issue":"2","key":"21_CR14","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1080\/00401706.1977.10489521","volume":"19","author":"L. Breiman","year":"1977","unstructured":"Breiman, L., Meisel, W., Purcell, E.: Variable kernel estimates of multivariate densities. Technometrics\u00a019(2), 135\u2013144 (1977)","journal-title":"Technometrics"},{"key":"21_CR15","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-3324-9","volume-title":"Density Estimation for Statistics and Data Analysis","author":"B.W. Silverman","year":"1986","unstructured":"Silverman, B.W.: Density Estimation for Statistics and Data Analysis. Chapman and Hall\/CRC, London (1986)"},{"issue":"1","key":"21_CR16","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1016\/j.tcs.2004.12.014","volume":"335","author":"L. Wang","year":"2005","unstructured":"Wang, L., Zhao, H., Dong, G., Li, J.: On the complexity of finding emerging patterns. Theor. Comput. Sci.\u00a0335(1), 15\u201327 (2005)","journal-title":"Theor. Comput. Sci."},{"unstructured":"Rymon, R.: Search through systematic set enumeration. In: Proc. of the 3rd Int\u2019l Conf. on Principles of Knowledge Representation and Reasoning, pp. 539\u2013550 (1992)","key":"21_CR17"},{"unstructured":"Bache, K., Lichman, M.: UCI machine learning repository (2013)","key":"21_CR18"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-06608-0_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T20:50:22Z","timestamp":1746219022000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-06608-0_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319066073","9783319066080"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-06608-0_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}