{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T01:41:12Z","timestamp":1773884472632,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540717027","type":"print"},{"value":"9783540717034","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-71703-4_89","type":"book-chapter","created":{"date-parts":[[2007,8,2]],"date-time":"2007-08-02T00:31:22Z","timestamp":1186014682000},"page":"981-987","source":"Crossref","is-referenced-by-count":25,"title":["Estimating Missing Data in Data Streams"],"prefix":"10.1007","author":[{"given":"Nan","family":"Jiang","sequence":"first","affiliation":[]},{"given":"Le","family":"Gruenwald","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"89_CR1","doi-asserted-by":"crossref","unstructured":"Agrawal, R., Imielinski, T., Swami, A.: Mining Association Rules between Sets of Items in Massive Databases. In: Int\u2019l Conf. on Management of Data (May 1993)","DOI":"10.1145\/170035.170072"},{"key":"89_CR2","doi-asserted-by":"crossref","DOI":"10.4135\/9781412985079","volume-title":"Missing data","author":"P.D. Allison","year":"2002","unstructured":"Allison, P.D.: Missing data. Sage, Thousand Oaks (2002)"},{"key":"89_CR3","unstructured":"Cool, A.L.: A review of methods for dealing with missing data. In: Annual Meeting of the Southwest Educational Research Association, Dallas, TX (2000)"},{"key":"89_CR4","doi-asserted-by":"crossref","unstructured":"Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum Likelihood from Incomplete Data via the EM Algorithm. Journal of the Royal Statistical Society (1977)","DOI":"10.1111\/j.2517-6161.1977.tb01600.x"},{"key":"89_CR5","doi-asserted-by":"crossref","DOI":"10.1201\/9780429258411","volume-title":"Bayesian Data Analysis","author":"A. Gelman","year":"1995","unstructured":"Gelman, A., Carlin, J.B., Stern, H.S., Rubin, D.B.: Bayesian Data Analysis. Chapman and Hall, Boca Raton (1995)"},{"key":"89_CR6","unstructured":"Halatchev, M., Gruenwald, L.: Estimating Missing Values in Related Sensor Data Streams. In: Int\u2019l Conf. on Management of Data (January 2005)"},{"key":"89_CR7","unstructured":"Iannacchione, V.G.: Weighted sequential hot deck imputation macros. In: Proceedings of the SAS Users Group International Conference (1982)"},{"key":"89_CR8","doi-asserted-by":"crossref","unstructured":"Jiang, N., Gruenwald, L.: CFI-Stream: Mining Closed Frequent Itemsets in Data Streams. In: ACM SIGKDD intl. conf. on knowledge discovery and data mining (2006)","DOI":"10.1145\/1150402.1150473"},{"key":"89_CR9","volume-title":"Statistical analysis with missing data","author":"R.J.A. Little","year":"1987","unstructured":"Little, R.J.A., Rubin, D.B.: Statistical analysis with missing data. John Wiley and Sons, Chichester (1987)"},{"key":"89_CR10","volume-title":"The EM Algorithm and Extensions","author":"G. McLachlan","year":"1997","unstructured":"McLachlan, G., Thriyambakam, K.: The EM Algorithm and Extensions. John Wiley & Sons, Chichester (1997)"},{"key":"89_CR11","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316696","volume-title":"Multiple Imputations for Nonresponce in Surveys","author":"D. Rubin","year":"1987","unstructured":"Rubin, D.: Multiple Imputations for Nonresponce in Surveys. John Wiley & Sons, Chichester (1987)"},{"key":"89_CR12","doi-asserted-by":"crossref","unstructured":"Rubin, D.: Multiple Imputations after 18 Years. Journal of the American Statistical Association (1996)","DOI":"10.1080\/01621459.1996.10476908"},{"key":"89_CR13","unstructured":"Shafer, J.: Model-Based Imputations of Census Short-Form Items. In: Annual Research Conference, Washington, DC, Bureau of the Census (1995)"},{"key":"89_CR14","doi-asserted-by":"crossref","unstructured":"Taouil, R., Pasquier, N., Bastide, Y., Lakhal, L.: Mining Bases for Association Rules Using Closed Sets. In: International Conference on Data Engineering (2000)","DOI":"10.1109\/ICDE.2000.839424"},{"key":"89_CR15","doi-asserted-by":"crossref","unstructured":"Troyanskaya, O., Cantor, M., Sherlock, G., Brown, P., Hastie, T., Tibshirani, R., Botstein, D., Altman, R.: Missing Value Estimation Methods for DNA Microarrays. Bioinformatics\u00a017 (2001)","DOI":"10.1093\/bioinformatics\/17.6.520"},{"key":"89_CR16","unstructured":"Wilkinson & The APA Task Force on Statistical Inference (1999)"}],"container-title":["Lecture Notes in Computer Science","Advances in Databases: Concepts, Systems and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-71703-4_89.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T05:25:53Z","timestamp":1605763553000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-71703-4_89"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540717027","9783540717034"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-71703-4_89","relation":{},"subject":[]}}