{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T17:27:53Z","timestamp":1781198873285,"version":"3.54.1"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2011,11,14]],"date-time":"2011-11-14T00:00:00Z","timestamp":1321228800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sci. China Inf. Sci."],"published-print":{"date-parts":[[2013,10]]},"DOI":"10.1007\/s11432-011-4391-8","type":"journal-article","created":{"date-parts":[[2011,11,14]],"date-time":"2011-11-14T02:32:51Z","timestamp":1321237971000},"page":"1-14","source":"Crossref","is-referenced-by-count":28,"title":["A general method of spatio-temporal clustering analysis"],"prefix":"10.1007","volume":"56","author":[{"given":"Min","family":"Deng","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"QiLiang","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"JiaQiu","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Shi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2011,11,14]]},"reference":[{"key":"4391_CR1","first-page":"549","volume-title":"Spatial and Spatio-temporal Data Mining: Recent Advances, Next Generation of Data Mining","author":"S Shekhar","year":"2009","unstructured":"Shekhar S, Vatsavai R R, Celik M. Spatial and Spatio-temporal Data Mining: Recent Advances, Next Generation of Data Mining. New York: CRC Press, 2009. 549\u2013578"},{"key":"4391_CR2","first-page":"855","volume-title":"Spatio-Temporal Clustering, Data Mining and Knowledge Discovery Handbook","author":"S Kisilevich","year":"2010","unstructured":"Kisilevich S, Mansmann F, Nanni M, et al. Spatio-Temporal Clustering, Data Mining and Knowledge Discovery Handbook. 2nd ed. New York: Springer Press, 2010. 855\u2013874","edition":"2nd ed"},{"key":"4391_CR3","first-page":"1","volume-title":"Proceedings of the 4th KDD Workshop on Mining Scientific Datasets in conjunction with 7th ACM SIGKDD International Conference on Knowledge and Data Mining","author":"M Steinbach","year":"2001","unstructured":"Steinbach M, Tan P N, Kumar V, et al. Clustering earth science data: goals, issues and results. In: Kamath C, ed. Proceedings of the 4th KDD Workshop on Mining Scientific Datasets in conjunction with 7th ACM SIGKDD International Conference on Knowledge and Data Mining. San Francisco: ACM Press, 2001. 1\u20138"},{"key":"4391_CR4","doi-asserted-by":"crossref","first-page":"208","DOI":"10.1016\/j.datak.2006.01.013","volume":"60","author":"D Birant","year":"2007","unstructured":"Birant D, Kut A. ST-DBSCAN: an algorithm for clustering spatial-temporal data. Data Knowl Disc, 2007, 60: 208\u2013221","journal-title":"Data Knowl Disc"},{"key":"4391_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/1471-2458-6-286","volume":"6","author":"J Gaudart","year":"2006","unstructured":"Gaudart J, Poudiougou B, Dicko A, et al. Space-time clustering of childhood malaria at the household level: a dynamic cohort in a mali village. BMC Public Health, 2006, 6: 1\u201313","journal-title":"BMC Public Health"},{"key":"4391_CR6","doi-asserted-by":"crossref","first-page":"216","DOI":"10.1371\/journal.pmed.0020059","volume":"2","author":"M Kulldorff","year":"2005","unstructured":"Kulldorff M, Heffernan R, Hartman J, et al. A space-time permutation scan statistics for disease outbreak detection. PLoS Med, 2005, 2: 216\u2013224","journal-title":"PLoS Med"},{"key":"4391_CR7","first-page":"263","volume":"4093","author":"M Wang","year":"2006","unstructured":"Wang M, Wang A P, Li A B. Mining spatial-temporal clusters from geo-database. Lect Notes Artif Intell, 2006, 4093: 263\u2013270","journal-title":"Lect Notes Artif Intell"},{"key":"4391_CR8","doi-asserted-by":"crossref","first-page":"925","DOI":"10.1080\/13658810903246155","volume":"24","author":"T Pei","year":"2010","unstructured":"Pei T, Zhou C H, Zhu A X, et al. Windowed nearest neighbour method for mining spatio-temporal clusters in the presence of noise. Int J Geogr Inf Sci, 2010, 24: 925\u2013948","journal-title":"Int J Geogr Inf Sci"},{"key":"4391_CR9","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1007\/s10940-008-9047-5","volume":"24","author":"T H Grubesic","year":"2008","unstructured":"Grubesic T H, Mack E A. Spatio-temporal interaction of urban crime. J Quant Criminol, 2008, 24: 285\u2013306","journal-title":"J Quant Criminol"},{"key":"4391_CR10","first-page":"1","volume":"018501","author":"I Zaliapin","year":"2008","unstructured":"Zaliapin I, Gabrielov A, Keilis-borok V, et al. Clustering analysis of seismicity and aftershock identification. Phys Rev Lett, 2008, 018501: 1\u20134","journal-title":"Phys Rev Lett"},{"key":"4391_CR11","doi-asserted-by":"crossref","first-page":"1935","DOI":"10.1002\/(SICI)1097-0258(19960930)15:18<1935::AID-SIM406>3.0.CO;2-I","volume":"15","author":"G M Jacquez","year":"1996","unstructured":"Jacquez G M. A k nearest neighbour test for space-time interaction. Stat Med, 1996, 15: 1935\u20131949","journal-title":"Stat Med"},{"key":"4391_CR12","doi-asserted-by":"crossref","first-page":"544","DOI":"10.1111\/j.0006-341X.1999.00544.x","volume":"55","author":"M Kulldrff","year":"1999","unstructured":"Kulldrff M, Hialmars U. The Knox method and other tests for space-time interaction. Biometrics, 1999, 55: 544\u2013552","journal-title":"Biometrics"},{"key":"4391_CR13","first-page":"226","volume-title":"Proceedings of the 2nd the International Conference on Knowledge Discovery and Data Mining","author":"M Ester","year":"1996","unstructured":"Ester M, Kriegel H P, Sander J, et al. A density-based algorithm for discovering clusters in large spatial databases with noise. In: Simoudis E, Han J W, Fayyad U M, eds. Proceedings of the 2nd the International Conference on Knowledge Discovery and Data Mining. Portland: AAAI Press, 1996. 226\u2013231"},{"key":"4391_CR14","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1007\/s11431-008-5008-3","volume":"51","author":"T S Wu","year":"2008","unstructured":"Wu T S, Song G J, Ma X J, et al. Mining geographic episode association patterns of abnormal events in global earth science data. Sci China Ser E-Tech Sci, 2008, 51: 155\u2013164","journal-title":"Sci China Ser E-Tech Sci"},{"key":"4391_CR15","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1109\/3477.678624","volume":"28","author":"J C Bezdek","year":"1998","unstructured":"Bezdek J C, Pal N R. Some new indexes of cluster validity. IEEE Trans Syst Man Cy, 1998, 28: 301\u2013315","journal-title":"IEEE Trans Syst Man Cy"},{"key":"4391_CR16","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1023\/A:1015279009755","volume":"6","author":"V Estivill-castro","year":"2002","unstructured":"Estivill-castro V, Lee I. Multi-level clustering and its visualization for exploratory spatial analysis. Geoinformatica, 2002, 6: 123\u2013152","journal-title":"Geoinformatica"},{"key":"4391_CR17","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1017\/CBO9780511754944","volume-title":"Spatial Data Analysis: Theory and Practice","author":"R P Haining","year":"2003","unstructured":"Haining R P. Spatial Data Analysis: Theory and Practice. Cambridge: Cambridge University Press, 2003. 183\u2013201"},{"key":"4391_CR18","doi-asserted-by":"crossref","first-page":"95","DOI":"10.2307\/621623","volume":"66","author":"R L Martin","year":"1975","unstructured":"Martin R L, Oeppen J E. The identification of regional forecasting models using space-time correlation functions. Trans Inst Brit Geogr, 1975, 66: 95\u2013118","journal-title":"Trans Inst Brit Geogr"},{"key":"4391_CR19","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/j.cageo.2004.05.012","volume":"31","author":"Y Kamarianakis","year":"2005","unstructured":"Kamarianakis Y, Prastacos P. Space-time modeling of traffic flow. Comput Geosci-UK, 2005, 31: 119\u2013133","journal-title":"Comput Geosci-UK"},{"key":"4391_CR20","first-page":"195","volume":"XXXVII","author":"T Cheng","year":"2008","unstructured":"Cheng T, Wang J Q, Li X, et al. A hybrid approach to model nonstationary space-time series. Int Arch Photogramm Remote Sens Spatial Inf Sci, 2008, XXXVII: 195\u2013202","journal-title":"Int Arch Photogramm Remote Sens Spatial Inf Sci"},{"key":"4391_CR21","doi-asserted-by":"crossref","first-page":"409","DOI":"10.1016\/j.compenvurbsys.2009.08.004","volume":"33","author":"T Cheng","year":"2009","unstructured":"Cheng T, Wang J Q, Li X. Accommodating spatial associations in DRNN for space-time analysis. Comput Environ Urban Syst, 2009, 33: 409\u2013418","journal-title":"Comput Environ Urban Syst"},{"key":"4391_CR22","first-page":"161","volume":"20","author":"S Q Wang","year":"2001","unstructured":"Wang S Q, Zhu S L, Zhou C H. Characteristics of spatial variability of soil thickness in China(in Chinese). Geogr Res, 2001, 20: 161\u2013169","journal-title":"Geogr Res"}],"container-title":["Science China Information Sciences"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11432-011-4391-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11432-011-4391-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11432-011-4391-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T15:36:15Z","timestamp":1559403375000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11432-011-4391-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,11,14]]},"references-count":22,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2013,10]]}},"alternative-id":["4391"],"URL":"https:\/\/doi.org\/10.1007\/s11432-011-4391-8","relation":{},"ISSN":["1674-733X","1869-1919"],"issn-type":[{"value":"1674-733X","type":"print"},{"value":"1869-1919","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,11,14]]}}}