{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T16:33:15Z","timestamp":1759336395338,"version":"3.37.3"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2016,4,13]],"date-time":"2016-04-13T00:00:00Z","timestamp":1460505600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2016,4,13]],"date-time":"2016-04-13T00:00:00Z","timestamp":1460505600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/100000104","name":"NASA","doi-asserted-by":"crossref","award":["NNX11AM13A"],"award-info":[{"award-number":["NNX11AM13A"]}],"id":[{"id":"10.13039\/100000104","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000104","name":"National Aeronautics and Space Administration","doi-asserted-by":"publisher","award":["NNX15AF39G"],"award-info":[{"award-number":["NNX15AF39G"]}],"id":[{"id":"10.13039\/100000104","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["ACI1443061"],"award-info":[{"award-number":["ACI1443061"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Geoinformatica"],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1007\/s10707-016-0255-0","type":"journal-article","created":{"date-parts":[[2016,4,14]],"date-time":"2016-04-14T10:03:51Z","timestamp":1460628231000},"page":"801-828","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Mining spatiotemporal co-occurrence patterns in non-relational databases"],"prefix":"10.1007","volume":"20","author":[{"given":"Berkay","family":"Aydin","sequence":"first","affiliation":[]},{"given":"Vijay","family":"Akkineni","sequence":"additional","affiliation":[]},{"given":"Rafal","family":"Angryk","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,4,13]]},"reference":[{"key":"255_CR1","unstructured":"Apache Accumulo user manual version 1.6., https:\/\/accumulo.apache.org\/1.6\/accumulo_user_manual.html (2014). Accessed: December 1, 2014"},{"key":"255_CR2","unstructured":"Agouris P., Aref W., Goodchild M.F., Barbra S., Jensen J., Knoblock C.A., Langley R., Mikhail E., Shekhar S., Wolfson O., Yuan M. (2012) From GPS and virtual globes to spatial computing-2020. Tech. rep., Computing Community Consortium"},{"key":"255_CR3","unstructured":"Agrawal R., Srikant R. (1994) Fast algorithms for mining association rules in large databases. In: VLDB\u201994, Proceedings of 20th international conference on very large data bases, Santiago de Chile, pp 487\u2013499"},{"issue":"2","key":"255_CR4","doi-asserted-by":"publisher","first-page":"117","DOI":"10.3138\/carto.42.2.117","volume":"42","author":"NV Andrienko","year":"2007","unstructured":"Andrienko N.V., Andrienko G.L. (2007) Designing visual analytics methods for massive collections of movement data. Cartographica 42(2):117\u2013138","journal-title":"Cartographica"},{"issue":"4","key":"255_CR5","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1145\/1721654.1721672","volume":"53","author":"M Armbrust","year":"2010","unstructured":"Armbrust M., Fox A., Griffith R., Joseph A.D., Katz R.H., Konwinski A., Lee G., Patterson D.A., Rabkin A., Stoica I., Zaharia M. (2010) A view of cloud computing. Commun ACM 53(4):50\u201358","journal-title":"Commun ACM"},{"key":"255_CR6","unstructured":"Aydin B., Angryk R.A., Pillai K.G. (2014) ERMO-DG: Evolving region moving object dataset generator. In: Proceedings of the twenty-seventh international florida artificial intelligence research society conference, FLAIRS 2014, Pensacola Beach"},{"key":"255_CR7","doi-asserted-by":"publisher","unstructured":"Aydin B., Kempton D., Akkineni V., Angryk R., Pillai K.G. (2015) Mining spatiotemporal co-occurrence patterns in solar datasets. Astronomy and Computing. doi: 10.1016\/j.ascom.2015.10.003 . In Press","DOI":"10.1016\/j.ascom.2015.10.003"},{"key":"255_CR8","doi-asserted-by":"crossref","unstructured":"Aydin B., Kempton D., Akkineni V., Govaparam S., Pillai K.G., Angryk R. (2014) Spatiotemporal indexing techniques for efficiently mining spatiotemporal co-occurrence patterns. In: Workshop on solar astronomy big data, 2014 IEEE International Conference on Big Data. IEEE, pp 1\u201310","DOI":"10.1109\/BigData.2014.7004398"},{"key":"255_CR9","unstructured":"Burrows M. (2006) The Chubby lock service for loosely-coupled distributed systems. In: Proceedings of the 7th symposium on operating systems design and implementation 2006, OSDI \u201906. USENIX Association, Seattle, pp 335\u2013350"},{"key":"255_CR10","doi-asserted-by":"crossref","unstructured":"Celik M. (2011) Discovering partial spatio-temporal co-occurrence patterns, Fuzhou, pp 116\u2013120","DOI":"10.1109\/ICSDM.2011.5969016"},{"key":"255_CR11","doi-asserted-by":"crossref","unstructured":"Celik M., Azginoglu N., Terzi R. (2012) Mining periodic spatio-temporal co-occurrence patterns: a summary of results. In: 2012 international symposium on innovations in intelligent systems and applications (INISTA), pp 1\u20135","DOI":"10.1109\/INISTA.2012.6247044"},{"issue":"10","key":"255_CR12","doi-asserted-by":"publisher","first-page":"1322","DOI":"10.1109\/TKDE.2008.97","volume":"20","author":"M Celik","year":"2008","unstructured":"Celik M., Shekhar S., Rogers J.P., Shine J.A. (2008) Mixed-drove spatiotemporal co-occurrence pattern mining. IEEE Trans Knowl Data Eng 20 (10):1322\u20131335","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"255_CR13","doi-asserted-by":"crossref","unstructured":"Chang F., Dean J., Ghemawat S., Hsieh W.C., Wallach D.A., Burrows M., Chandra T., Fikes A., Gruber R.E. (2008) Bigtable: a distributed storage system for structured data. ACM Trans Comput Syst 26(2)","DOI":"10.1145\/1365815.1365816"},{"issue":"9","key":"255_CR14","doi-asserted-by":"publisher","first-page":"1333","DOI":"10.1175\/1520-0477(2002)083<1333:PHLPOA>2.3.CO;2","volume":"83","author":"RL Elsberry","year":"2002","unstructured":"Elsberry R.L. (2002) Predicting hurricane landfall precipitation: optimistic and pessimistic views from the symposium on precipitation extremes. Bull Am Meteorol Soc 83(9):1333\u20131339","journal-title":"Bull Am Meteorol Soc"},{"key":"255_CR15","doi-asserted-by":"crossref","unstructured":"Erwig M. (2004) Toward spatio-temporal patterns. In: de Caluwe R, de Tr G, Bordogna G (eds) Spatio-temporal databases. Springer, Berlin, pp 29\u201353","DOI":"10.1007\/978-3-662-09968-1_3"},{"issue":"6","key":"255_CR16","first-page":"616","volume":"35","author":"SA Gauthreaux","year":"2003","unstructured":"Gauthreaux S.A., Belser C.G. (2003) Bird movements on Doppler weather surveillance radar. Birding 35(6):616\u2013628","journal-title":"Birding"},{"key":"255_CR17","doi-asserted-by":"crossref","unstructured":"Ghemawat S., Gobioff H., Leung S. (2003) The google file system, Bolton Landing, pp 29\u201343","DOI":"10.1145\/1165389.945450"},{"issue":"12","key":"255_CR18","doi-asserted-by":"publisher","first-page":"1472","DOI":"10.1109\/TKDE.2004.90","volume":"16","author":"Y Huang","year":"2004","unstructured":"Huang Y., Shekhar S., Xiong H. (2004) Discovering colocation patterns from spatial data sets: a general approach. IEEE Trans Knowl Data Eng 16(12):1472\u20131485","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"255_CR19","doi-asserted-by":"publisher","unstructured":"Kempton D., Pillai K.G., Angryk R.A. (2014) Iterative refinement of multiple targets tracking of solar events. In: 2014 IEEE international conference on big data, big data 2014, Washington, pp 36\u201344, doi: 10.1109\/BigData.2014.7004402 , (to appear in print)","DOI":"10.1109\/BigData.2014.7004402"},{"key":"255_CR20","volume-title":"Using climate to predict infectious disease epidemics","author":"K Kuhn","year":"2005","unstructured":"Kuhn K., Campbell-Lendrum D., Haines A., Cox J. (2005) Using climate to predict infectious disease epidemics. World Health Organ, Geneva"},{"key":"255_CR21","doi-asserted-by":"crossref","unstructured":"Langhoff S.R., Straume T. (2012) Highlights of the space weather risks and society? workshop. Space Weather 10(6)","DOI":"10.1029\/2012SW000792"},{"key":"255_CR22","doi-asserted-by":"crossref","unstructured":"Manning C.D., Raghavan P., Schu\u0307tze H. (2008) Introduction to information retrieval. Cambridge University Press","DOI":"10.1017\/CBO9780511809071"},{"issue":"4","key":"255_CR23","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1007\/s002360050048","volume":"33","author":"PE O\u2019Neil","year":"1996","unstructured":"O\u2019Neil P.E., Cheng E., Gawlick D., O\u2019Neil E.J. (1996) The log-structured merge-tree (lsm-tree). Acta Inf 33(4):351\u2013385","journal-title":"Acta Inf"},{"key":"255_CR24","doi-asserted-by":"crossref","unstructured":"Pillai K.G., Angryk R.A., Aydin B. (2013) A filter-and-refine approach to mine spatiotemporal co-occurrences. In: 21st SIGSPATIAL international conference on advances in geographic information systems. SIGSPATIAL, Orlando, pp 104\u2013113","DOI":"10.1145\/2525314.2525367"},{"key":"255_CR25","doi-asserted-by":"crossref","unstructured":"Pillai K.G., Angryk R.A., Banda J.M., Schuh M.A., Wylie T. (2012) Spatio-temporal co-occurrence pattern mining in data sets with evolving regions. In: 12th IEEE international conference on data mining workshops, ICDM Workshops, Brussels, pp 805\u2013812","DOI":"10.1109\/ICDMW.2012.130"},{"key":"255_CR26","doi-asserted-by":"crossref","unstructured":"Qian F., He Q., He J. (2009) Mining spread patterns of spatio-temporal co-occurrences over zones. In: Computational science and its applications - ICCSA 2009, international conference. Proceedings, Part II, Seoul, pp 677\u2013692","DOI":"10.1007\/978-3-642-02457-3_57"},{"key":"255_CR27","doi-asserted-by":"crossref","unstructured":"Sen R., Farris A., Guerra P. (2013) Benchmarking apache accumulo bigdata distributed table store using its continuous test suite. In: IEEE international congress on big data. BigData Congress, pp 334\u2013341","DOI":"10.1109\/BigData.Congress.2013.51"},{"key":"255_CR28","unstructured":"Shekhar S., Chawla S. (2003) Spatial databases - a tour. Prentice Hall"},{"key":"255_CR29","doi-asserted-by":"crossref","unstructured":"Shekhar S., Huang Y. (2001) Discovering spatial co-location patterns: A summary of results. In: Proceedings advances in spatial and temporal databases, 7th international symposium, SSTD 2001, Redondo Beach, pp 236\u2013256","DOI":"10.1007\/3-540-47724-1_13"},{"key":"255_CR30","doi-asserted-by":"publisher","unstructured":"Vatsavai R.R., Ganguly A., Chandola V., Stefanidis A., Klasky S., Shekhar S. (2012) Spatiotemporal data mining in the era of big spatial data: Algorithms and applications. In: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial \u201912. ACM, New York, pp 1\u201310, doi: 10.1145\/2447481.2447482 , (to appear in print)","DOI":"10.1145\/2447481.2447482"},{"issue":"10","key":"255_CR31","doi-asserted-by":"publisher","first-page":"1115","DOI":"10.1038\/nbt.1686","volume":"28","author":"CC Wong","year":"2010","unstructured":"Wong C.C., Loewke K.E., Bossert N.L., Behr B., De Jonge C.J., Baer T.M., Pera R.A.R. (2010) Non-invasive imaging of human embryos before embryonic genome activation predicts development to the blastocyst stage. Nat Biotechnol 28 (10):1115\u20131121","journal-title":"Nat Biotechnol"},{"key":"255_CR32","unstructured":"Yoo J.S., Shekhar S. (2004) A partial join approach for mining co-location patterns. In: Proceedings 12th ACM international workshop on geographic information systems, ACM-GIS 2004, Washington, pp 241\u2013249"},{"issue":"10","key":"255_CR33","doi-asserted-by":"publisher","first-page":"1323","DOI":"10.1109\/TKDE.2006.150","volume":"18","author":"JS Yoo","year":"2006","unstructured":"Yoo J.S., Shekhar S. (2006) A joinless approach for mining spatial colocation patterns. IEEE Trans Knowl Data Eng 18(10):1323\u20131337","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"255_CR34","doi-asserted-by":"crossref","unstructured":"Zhang Z., Wu W. (2008) Composite spatio-temporal co-occurrence pattern mining. In: Proceedings of Wireless algorithms, systems, and applications, third international conference, WASA 2008, Dallas, pp 454\u2013465","DOI":"10.1007\/978-3-540-88582-5_43"}],"container-title":["GeoInformatica"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-016-0255-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10707-016-0255-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-016-0255-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-016-0255-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,18]],"date-time":"2020-09-18T17:12:35Z","timestamp":1600449155000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10707-016-0255-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,4,13]]},"references-count":34,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2016,10]]}},"alternative-id":["255"],"URL":"https:\/\/doi.org\/10.1007\/s10707-016-0255-0","relation":{},"ISSN":["1384-6175","1573-7624"],"issn-type":[{"type":"print","value":"1384-6175"},{"type":"electronic","value":"1573-7624"}],"subject":[],"published":{"date-parts":[[2016,4,13]]},"assertion":[{"value":"15 December 2014","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 November 2015","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 March 2016","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 April 2016","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}