{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T23:09:42Z","timestamp":1725491382606},"publisher-location":"Berlin, Heidelberg","reference-count":25,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540754435"},{"type":"electronic","value":"9783540754442"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2007]]},"DOI":"10.1007\/978-3-540-75444-2_13","type":"book-chapter","created":{"date-parts":[[2007,9,7]],"date-time":"2007-09-07T15:48:35Z","timestamp":1189180115000},"page":"74-85","source":"Crossref","is-referenced-by-count":15,"title":["Continuous Adaptive Outlier Detection on Distributed Data Streams"],"prefix":"10.1007","author":[{"given":"Liang","family":"Su","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weihong","family":"Han","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuqiang","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Zou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Jia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"13_CR1","volume-title":"Multivariate Density Estimation: Theory, Practice, and Visualization","author":"D.W. Scott","year":"2001","unstructured":"Scott, D.W.: Multivariate Density Estimation: Theory, Practice, and Visualization. Wiley-Interscience, Chichester (2001)"},{"key":"13_CR2","volume-title":"Outliers in statistical data","author":"V. Barnett","year":"2001","unstructured":"Barnett, V., Lewis, T.: Outliers in statistical data, 3rd edn. Wiley, Chichester (2001)","edition":"3"},{"key":"13_CR3","unstructured":"Eskin, E.: Anomaly detection over noisy data using learned probability distributions. In: ICML (2000)"},{"key":"13_CR4","unstructured":"Ng, R.T., Han, J.: Efficient and effective clustering methods for spatial data mining. In: VLDB (1994)"},{"key":"13_CR5","unstructured":"Ester, M., Kriegel, H.P., Xu, X.: A database interface for clustering in large spatial databases. In: KDD (1995)"},{"key":"13_CR6","doi-asserted-by":"crossref","unstructured":"Zhang, T., Ramakrishnan, R., Livny, M.: Birch: an efficient data clustering method for very large databases. In: SIGMOD (1996)","DOI":"10.1145\/233269.233324"},{"key":"13_CR7","unstructured":"Sheikholeslami, G., Chatterjee, S., Zhang, A.: Wavecluster: A multi-resolution clustering approach for very large spatial databases. In: VLDB (1998)"},{"key":"13_CR8","doi-asserted-by":"crossref","unstructured":"Agrawal, R., Gehrke, J., Gunopulos, D., Raghavan, P.: Automatic subspace clustering of high dimensional data for data mining applications. In: SIGMOD (1998)","DOI":"10.1145\/276304.276314"},{"key":"13_CR9","unstructured":"Knorr, E.M., Ng, R.T.: Algorithms for mining distance-based outliers in large datasets. In: VLDB (1998)"},{"key":"13_CR10","unstructured":"Knorr, E.M., Ng, R.T.: Finding intensional knowledge of distance-based outliers. In: VLDB (1999)"},{"key":"13_CR11","doi-asserted-by":"crossref","unstructured":"Ramaswamy, S., Rastogi, R., Shim, K.: Efficient algorithms for mining outliers from large data sets. In: SIGMOD (2000)","DOI":"10.1145\/342009.335437"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Bay, S.D., Schwabacher, M.: Mining distance-based outliers in near linear time with randomization and a simple pruning rule. In: KDD (2003)","DOI":"10.1145\/956750.956758"},{"key":"13_CR13","series-title":"Lecture Notes in Artificial Intelligence","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"A. Ghoting","year":"2006","unstructured":"Ghoting, A., Parthasarathy, S., Otey, M.E.: Fast mining of distance-based outliers in high-dimensional datasets. In: Ng, W.-K., Kitsuregawa, M., Li, J., Chang, K. (eds.) PAKDD 2006. LNCS (LNAI), vol.\u00a03918, Springer, Heidelberg (2006)"},{"key":"13_CR14","doi-asserted-by":"crossref","unstructured":"Wu, M., Jermaine, C.: Outlier detection by sampling with accuracy guarantees. In: KDD (2006)","DOI":"10.1145\/1150402.1150501"},{"key":"13_CR15","doi-asserted-by":"crossref","unstructured":"Tao, Y., Xiao, X., Zhou, S.: Mining distance-based outliers from large databases in any metric space. In: KDD (2006)","DOI":"10.1145\/1150402.1150447"},{"key":"13_CR16","doi-asserted-by":"crossref","unstructured":"Breunig, M.M., Kriegel, H.P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: SIGMOD (2000)","DOI":"10.1145\/342009.335388"},{"key":"13_CR17","unstructured":"Papadimitriou, S., Kitagawa, H., Gibbons, P.B., Faloutsos, C.: Loci: Fast outlier detection using the local correlation integral. In: ICDE (2003)"},{"key":"13_CR18","doi-asserted-by":"crossref","unstructured":"Lazarevic, A., Kumar, V.: Feature bagging for outlier detection. In: KDD (2005)","DOI":"10.1145\/1081870.1081891"},{"key":"13_CR19","series-title":"Lecture Notes in Artificial Intelligence","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"W. Jin","year":"2006","unstructured":"Jin, W., Tung, A.K.H., Han, J., Wang, W.: Ranking outliers using symmetric neighborhood relationship. In: Ng, W.-K., Kitsuregawa, M., Li, J., Chang, K. (eds.) PAKDD 2006. LNCS (LNAI), vol.\u00a03918, Springer, Heidelberg (2006)"},{"key":"13_CR20","doi-asserted-by":"crossref","unstructured":"Babcock, B., Olston, C.: Distributed top-k monitoring. In: SIGMOD (2003)","DOI":"10.1145\/872757.872764"},{"key":"13_CR21","unstructured":"Manjhi, A., Shkapenyuk, V., Dhamdhere, K., Olston, C.: Finding (recently) frequent items in distributed data streams. In: ICDE (2005)"},{"key":"13_CR22","unstructured":"Subramaniam, S., Palpanas, T., Papadopoulos, D., Kalogeraki, V., Gunopulos, D.: Online outlier detection in sensor data using non-parametric models. In: VLDB (2006)"},{"key":"13_CR23","doi-asserted-by":"crossref","unstructured":"Cormode, G., Muthukrishnan, S., Zhuang, W.: Conquering the divide: Continuous clustering of distributed data streams. In: ICDE (2007)","DOI":"10.1109\/ICDE.2007.368962"},{"key":"13_CR24","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-015-3994-4","volume-title":"Identification of Outliers","author":"D. Hawkins","year":"1980","unstructured":"Hawkins, D.: Identification of Outliers, 1st edn. Springer, Heidelberg (1980)","edition":"1"},{"key":"13_CR25","unstructured":"Gijbels, I., Pope, A., Wand, M.: Automatic forecasting via exponential smoothing: Asymptotic properties (1997)"}],"container-title":["Lecture Notes in Computer Science","High Performance Computing and Communications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-75444-2_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,14]],"date-time":"2023-05-14T02:10:08Z","timestamp":1684030208000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-75444-2_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007]]},"ISBN":["9783540754435","9783540754442"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-75444-2_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2007]]}}}