{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T20:19:30Z","timestamp":1784924370313,"version":"3.55.0"},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540047605","type":"print"},{"value":"9783540361756","type":"electronic"}],"license":[{"start":{"date-parts":[[2003,1,1]],"date-time":"2003-01-01T00:00:00Z","timestamp":1041379200000},"content-version":"tdm","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":[[2003]]},"DOI":"10.1007\/3-540-36175-8_40","type":"book-chapter","created":{"date-parts":[[2007,7,3]],"date-time":"2007-07-03T16:17:08Z","timestamp":1183479428000},"page":"399-410","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":20,"title":["HOT: Hypergraph-Based Outlier Test for Categorical Data"],"prefix":"10.1007","author":[{"given":"Li","family":"Wei","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weining","family":"Qian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aoying","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wen","family":"Jin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jeffrey X.","family":"Yu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2003,4,30]]},"reference":[{"key":"40_CR1","doi-asserted-by":"crossref","unstructured":"C. Aggarwal and P. Yu. Outlier detection for high dimensional data. In Proc. of SIGMOD\u20192001, pages 37\u201347, 2001.","DOI":"10.1145\/375663.375668"},{"key":"40_CR2","unstructured":"R. Agrawal and R. Srikant. Fast algorithms for mining association rules in large databases. In Proc. of VLDB\u201994, pages 487\u2013499, 1994."},{"key":"40_CR3","volume-title":"Outliers In Statistical Data","author":"V. Barnett","year":"1994","unstructured":"V. Barnett and T. Lewis. Outliers In Statistical Data. John Wiley, Reading, New York, 1994."},{"key":"40_CR4","doi-asserted-by":"crossref","unstructured":"M. Breunig, H.-P. Kriegel, R. Ng, and J. Sander. Optics-of: Identifying local outliers. In Proc. of PKDD\u201999, pages 262\u2013270, 1999.","DOI":"10.1007\/978-3-540-48247-5_28"},{"key":"40_CR5","doi-asserted-by":"crossref","unstructured":"M. Breunig, H.-P. Kriegel, R. Ng, and J. Sander. Lof: Identifying density-based local outliers. In Proc. of SIGMOD\u20192000, pages 93\u2013104, 2000.","DOI":"10.1145\/342009.335388"},{"key":"40_CR6","unstructured":"M. Ester, H.-P. Kriegel, J. Sander, and X. Xu. A density-based algorithm for discovering clusters in large spatial databases with noise. In Proc. of KDD\u201996, pages 226\u2013231, 1996."},{"key":"40_CR7","doi-asserted-by":"crossref","unstructured":"S. Guha, R. Rastogi, and K. Shim. Cure: An efficient clustering algorithm for large databases. In Proc. of SIGMOD\u201998, pages 73\u201384, 1998.","DOI":"10.1145\/276305.276312"},{"key":"40_CR8","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-015-3994-4","volume-title":"Identification of Outliers","author":"D. Hawkins","year":"1980","unstructured":"D. Hawkins. Identification of Outliers. Chapman and Hall, Reading, London, 1980."},{"key":"40_CR9","unstructured":"F. Hussain, H. Liu, C. L. Tan, and M. Dash. Discretization: An enabling technique. Technical Report TRC6\/99, National University of Singapore, School of Computing, 1999."},{"key":"40_CR10","doi-asserted-by":"crossref","unstructured":"W. Jin, A. K. Tung, and J. Han. Mining top-n local outliers in large databases. In Proc. of KDD\u20192001, pages 293\u2013298, 2001.","DOI":"10.1145\/502512.502554"},{"key":"40_CR11","unstructured":"E. Knorr and R. Ng. Algorithms for mining distance-based outliers in large datasets. In Proc. of VLDB\u201998, pages 392\u2013403, 1998."},{"key":"40_CR12","unstructured":"E. Knorr and R. Ng. Finding intensional knowledge of distance-based outliers. In Proc. of VLDB\u201999, pages 211\u2013222, 1999."},{"key":"40_CR13","unstructured":"G. Merz and P. Murphy. Uci repository of machine learning databases. Technical Report, University of California, Department of Information and Computer Science: http:\/\/www.ics.uci.edu\/mlearn\/MLRepository.html, 1996."},{"key":"40_CR14","volume-title":"Computational Geometry: an Introduction","author":"F. Preparata","year":"1988","unstructured":"F. Preparata and M. Shamos. Computational Geometry: an Introduction. Springer-Verlag, Reading, New York, 1988."},{"key":"40_CR15","doi-asserted-by":"crossref","unstructured":"S. Ramaswamy, R. Rastogi, and K. Shim. Efficient algorithms for mining outliers from large data sets. In Proc. of SIGMOD\u20192000, pages 427\u2013438, 2000.","DOI":"10.1145\/342009.335437"},{"key":"40_CR16","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1016\/S0167-9473(96)00027-8","volume":"23","author":"I. Ruts","year":"1996","unstructured":"I. Ruts and P. Rousseeuw. Computing depth contours of bivariate point clouds. Journal of Computational Statistics and data Analysis, 23:153\u2013168, 1996.","journal-title":"Journal of Computational Statistics and data Analysis"},{"key":"40_CR17","doi-asserted-by":"crossref","unstructured":"S. Shekhar, C.-T. Lu, and P. Zhang. Detecting graph-based spatial outliers: Algorithms and applications (a summary of results). In Proc. of KDD\u20192001, 2001.","DOI":"10.1145\/502512.502567"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-36175-8_40","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,10]],"date-time":"2023-02-10T21:35:06Z","timestamp":1676064906000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/3-540-36175-8_40"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003]]},"ISBN":["9783540047605","9783540361756"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/3-540-36175-8_40","relation":{},"ISSN":["0302-9743"],"issn-type":[{"value":"0302-9743","type":"print"}],"subject":[],"published":{"date-parts":[[2003]]},"assertion":[{"value":"30 April 2003","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}