{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T17:06:52Z","timestamp":1761844012214},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2010,8,10]],"date-time":"2010-08-10T00:00:00Z","timestamp":1281398400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Intell Inf Syst"],"published-print":{"date-parts":[[2011,4]]},"DOI":"10.1007\/s10844-010-0128-1","type":"journal-article","created":{"date-parts":[[2010,8,9]],"date-time":"2010-08-09T00:09:10Z","timestamp":1281312550000},"page":"217-247","source":"Crossref","is-referenced-by-count":8,"title":["Outlier detection by example"],"prefix":"10.1007","volume":"36","author":[{"given":"Cui","family":"Zhu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroyuki","family":"Kitagawa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Spiros","family":"Papadimitriou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christos","family":"Faloutsos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2010,8,10]]},"reference":[{"key":"128_CR1","doi-asserted-by":"crossref","unstructured":"Aggarwal, C. C., & Yu, P. S. (2001). Outlier detection for high dimensional data. In Proc. SIGMOD.","DOI":"10.1145\/375663.375668"},{"issue":"2","key":"128_CR2","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1109\/TKDE.2005.31","volume":"17","author":"F Angiulli","year":"2005","unstructured":"Angiulli, F., & Pizzuti, C. (2005). Outlier mining in large high-dimensional data sets. IEEE Transactions on Knowledge and Data Engineering, 17(2), 203\u2013215.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"128_CR6","doi-asserted-by":"crossref","unstructured":"Barbar\u00e1, D., Domeniconi, C., & Rogers, J. P. (2006). Detecting outliers using transduction and statistical testing. In Proc. SIGKDD conf. (pp. 55\u201364).","DOI":"10.1145\/1150402.1150413"},{"key":"128_CR3","volume-title":"Outliers in statistical data","author":"V Barnett","year":"1994","unstructured":"Barnett, V., & Lewis, T. (1994). Outliers in statistical data. New York: Wiley."},{"key":"128_CR4","unstructured":"Beyer, K., Goldstein, J., Ramakrishnan, R., & Shaft, U. (1999). When is nearest neighbors meaningful? In Proc. international conf. on database theory (pp. 217\u2013235)."},{"key":"128_CR5","doi-asserted-by":"crossref","unstructured":"Breunig, M. M., Kriegel, H. P., Ng, R. T., & Sander, J. (2000). LOF: Identifying density-based local outliers. In Proc. SIGMOD Conf. (pp. 93\u2013104).","DOI":"10.1145\/342009.335388"},{"key":"128_CR7","doi-asserted-by":"crossref","unstructured":"Goh, K., Chang, E., & Cheng, K. (2001). SVM binary classifier ensembles for image classification. In Proc. International conf. on information and knowledge management (pp. 395\u2013402).","DOI":"10.1145\/502585.502652"},{"key":"128_CR8","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-015-3994-4","volume-title":"Identification of outliers","author":"DM Hawkins","year":"1980","unstructured":"Hawkins, D. M. (1980). Identification of outliers. London, UK: Chapman and Hall."},{"issue":"3","key":"128_CR9","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1145\/331499.331504","volume":"31","author":"AK Jain","year":"1999","unstructured":"Jain, A. K., Murty, M. N., & Flynn, P. J. (1999). Data clustering: A review. ACM Computing Surveys, 31(3), 264\u2013323.","journal-title":"ACM Computing Surveys"},{"key":"128_CR10","unstructured":"Joachims, T. (1998). Text categorization with support vector machines. In Proc. European conf. machine learning (ECML) (pp. 137\u2013142)."},{"key":"128_CR11","unstructured":"Johnson, T., Kwok, I., & Ng, R. T. (1998). Fast computation of 2-dimensional depth contours. In Proc. KDD (pp. 224\u2013228)."},{"key":"128_CR12","unstructured":"Knorr, E. M., & Ng, R. T. (1997). A unified notion of outliers: Properties and computation. In Proc. KDD (pp. 219\u2013222)."},{"key":"128_CR13","unstructured":"Knorr, E. M., & Ng, R. T. (1998). Algorithms for mining distance-based outliers in large datasets. In Proc. VLDB (pp. 392\u2013403)."},{"key":"128_CR14","unstructured":"Knorr, E. M., & Ng, R. T. (1999). Finding intentional knowledge of distance-based outliers. In Proc. VLDB (pp. 211\u2013222)."},{"issue":"3\u20134","key":"128_CR15","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1007\/s007780050006","volume":"8","author":"EM Knorr","year":"2000","unstructured":"Knorr, E. M., Ng, R. T., & Tucakov, V. (2000). Distance-based outliers: Algorithms and applications. VLDB Journal, 8(3\u20134), 237\u2013253.","journal-title":"VLDB Journal"},{"key":"128_CR16","unstructured":"Markowetz, F. (2003). Support vector machines in bioinformatics. Ph.D. Thesis, University of Heidelberg."},{"key":"128_CR17","doi-asserted-by":"crossref","unstructured":"Papadimitriou, S., Kitagawa, H., Gibbons, P. B., & Faloutsos, C. (2003). LOCI: Fast outlier detection using the local correlation integral. In Proc. ICDE (pp. 315\u2013326).","DOI":"10.1109\/ICDE.2003.1260802"},{"key":"128_CR18","doi-asserted-by":"crossref","unstructured":"Ramaswamy, S., Rastogi, R., & Shim, K. (2000). Efficient algorithms for mining outliers from large data sets. In Proc. ACM SIGMOD international conference on management of data (pp. 427\u2013438).","DOI":"10.1145\/335191.335437"},{"key":"128_CR19","doi-asserted-by":"crossref","DOI":"10.1002\/0471725382","volume-title":"Robust regression and outlier detection","author":"PJ Rousseeuw","year":"1987","unstructured":"Rousseeuw, P. J., & Leroy, A. M. (1987). Robust regression and outlier detection. New York: Wiley."},{"key":"128_CR20","first-page":"1991","volume":"20","author":"DMJ Tax","year":"1999","unstructured":"Tax, D. M. J., & Duin, R. P. W. (1999). Support vector domain description. Pattern Recognition Letters, 20, 1991\u20131999.","journal-title":"Pattern Recognition Letters"},{"key":"128_CR21","doi-asserted-by":"crossref","unstructured":"Yamanishi, K., & Takeuchi, J. (2001). Discovering outlier filtering rules from unlabeled data. In Proc. KDD (pp. 389\u2013394).","DOI":"10.1145\/502512.502570"},{"key":"128_CR22","doi-asserted-by":"crossref","unstructured":"Yamanishi, K., Takeuchi, J., Williams, G., & Milne, P. (2000). On-line unsupervised outlier detection using finite mixtures with discounting learning algorithms. In Proc. KDD (pp. 250\u2013254).","DOI":"10.1145\/347090.347160"},{"key":"128_CR23","doi-asserted-by":"crossref","unstructured":"Yu, H., Han, J., & Chang, K. (2002). PEBL: Positive example based learning for web page classification using SVM. In Proc. KDD (pp. 239\u2013248).","DOI":"10.1145\/775047.775083"},{"key":"128_CR24","unstructured":"Zhu, C., Kitagawa, H., & Faloutsos, C. (2005). Example-based robust outlier detection in high dimensional datasets. In Proc. ICDM (pp. 829\u2013832)."},{"key":"128_CR25","doi-asserted-by":"crossref","unstructured":"Zhu, C., Kitagawa, H., Papadimitriou, S., & Faloutsos, C. (2004). OBE: Outlier by example. In Proc. PAKDD (pp. 222\u2013234).","DOI":"10.1007\/978-3-540-24775-3_29"}],"container-title":["Journal of Intelligent Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10844-010-0128-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10844-010-0128-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10844-010-0128-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T08:58:20Z","timestamp":1559379500000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10844-010-0128-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,8,10]]},"references-count":25,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2011,4]]}},"alternative-id":["128"],"URL":"https:\/\/doi.org\/10.1007\/s10844-010-0128-1","relation":{},"ISSN":["0925-9902","1573-7675"],"issn-type":[{"value":"0925-9902","type":"print"},{"value":"1573-7675","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,8,10]]}}}