{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:48:23Z","timestamp":1742914103230,"version":"3.40.3"},"publisher-location":"New York, NY","reference-count":20,"publisher":"Springer New York","isbn-type":[{"type":"print","value":"9781461482666"},{"type":"electronic","value":"9781461482659"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-1-4614-8265-9_357","type":"book-chapter","created":{"date-parts":[[2018,12,6]],"date-time":"2018-12-06T13:25:47Z","timestamp":1544102747000},"page":"3575-3583","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Spatial Data Mining"],"prefix":"10.1007","author":[{"given":"Shashi","family":"Shekhar","sequence":"first","affiliation":[]},{"given":"Zhe","family":"Jiang","sequence":"additional","affiliation":[]},{"given":"James","family":"Kang","sequence":"additional","affiliation":[]},{"given":"Vijay","family":"Gandhi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,12,7]]},"reference":[{"key":"357_CR19831","volume-title":"A tour of spatial databases","author":"S Shekhar","year":"2003","unstructured":"Shekhar S, Chawla S. A tour of spatial databases. Englewood-Cliffs: Prentice Hall; 2003."},{"key":"357_CR19832","doi-asserted-by":"crossref","unstructured":"Miller HJ, Han J. Geographic data mining and knowledge discovery. 2nd ed. Boca Raton: CRC Press; 2009.","DOI":"10.1201\/9781420073980"},{"issue":"1","key":"357_CR19833","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1002\/wrna.1138","volume":"4","author":"Xun Zhou","year":"2013","unstructured":"Zhou X, Shekhar S, Ali R. Spatiotemporal change footprint pattern discovery: an inter-disciplinary survey. WIREs Interdiscip Rev: Data Min Knowl Disc(DMKD), 4, 1, 1\u201323, 2014.","journal-title":"Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"},{"issue":"6","key":"357_CR19834","doi-asserted-by":"publisher","first-page":"1481","DOI":"10.1080\/03610929708831995","volume":"26","author":"M Kulldorff","year":"1997","unstructured":"Kulldorff M. A spatial scan statistic. Commun Stat-Theory Methods. 1997;26(6):1481\u201396.","journal-title":"Commun Stat-Theory Methods"},{"key":"357_CR19835","doi-asserted-by":"crossref","DOI":"10.1002\/9781119115151","volume-title":"Statistics for spatial data","author":"NA Cressie","year":"1993","unstructured":"Cressie NA. Statistics for spatial data. Rev ed. New York: Wiley; 1993.","edition":"Rev"},{"key":"357_CR19836","unstructured":"Kou Y, Lu CT, Chen D. Algorithms for spatial outlier detection. In: Proceedings of the 3rd IEEE International Conference on Data Mining; 2003. p. 597\u2013600."},{"issue":"12","key":"357_CR19837","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. Discovering co-location patterns from spatial datasets: a general approach. IEEE Trans Knowl Data Eng. 2004;16(12):1472\u201385.","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"2","key":"357_CR19838","doi-asserted-by":"publisher","first-page":"174","DOI":"10.1109\/TMM.2002.1017732","volume":"4","author":"S Shekhar","year":"2002","unstructured":"Shekhar S, Schrater P, Vatsavai R, Wu W, Chawla S. Spatial contextual classification and prediction models for mining geospatial data. IEEE Trans Multimed. (special issue on Multimedia Databases). 2002;4(2):174\u201388.","journal-title":"IEEE Trans Multimed"},{"key":"357_CR19839","doi-asserted-by":"crossref","unstructured":"Jiang Z, Shekhar S, Zhou X, Knight J, Corcoran J. Focal-test-based spatial decision tree learning: a summary of results. In: Proceedings of the 13th IEEE International Conference on Data Mining; 2013. p. 320\u20139.","DOI":"10.1109\/ICDM.2013.96"},{"issue":"6","key":"357_CR19840","doi-asserted-by":"publisher","first-page":"1464","DOI":"10.1109\/TKDE.2013.135","volume":"26","author":"D Oliver","year":"2014","unstructured":"Oliver D, Shekhar S, Kang J, Laubscher R, Carlan V, Bannur A. A K-main routes approach to spatial network activity summarization. IEEE Trans Trans Knowl Data Eng. 2014;26(6):1464\u201378.","journal-title":"IEEE Trans Trans Knowl Data Eng"},{"key":"357_CR19841","unstructured":"US Department of Justice \u2013 Mapping and Analysis for Public Safety report. Mapping crime: understanding hot spots. 2005. http:\/\/www.ncjrs.gov\/pdffiles1\/nij\/209393.pdf."},{"key":"357_CR19842","doi-asserted-by":"crossref","first-page":"284","DOI":"10.1007\/978-3-319-11593-1_19","volume-title":"Geographic Information Science","author":"Dev Oliver","year":"2014","unstructured":"Oliver D, Shekhar S, Zhou X, Eftelioglu E, Evans MR, Zhuang Q, Kang JM, Laubscher R, Farah C. Significant route discovery: a summary of results. In: Proceedings of the 8th International Conference on Geographic Information Science; 2014. p. 284\u2013300."},{"issue":"12","key":"357_CR19843","doi-asserted-by":"publisher","first-page":"3367","DOI":"10.1109\/TKDE.2016.2607202","volume":"28","author":"Emre Eftelioglu","year":"2016","unstructured":"Eftelioglu E, Shekhar S, Kang JM, Farah CC. Ring-shaped hotspot detection. IEEE Trans Knowl Data Eng. 2016;28(12):3367\u201381.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"357_CR19844","volume-title":"Geographic information systems and science","author":"PA Longley","year":"2005","unstructured":"Longley PA, Goodchild M, Maquire DJ, Rhind DW. Geographic information systems and science. Chichester: Wiley; 2005."},{"key":"357_CR19845","unstructured":"Mamoulis N, Cao H, Cheung DW. Mining frequent spatio-temporal sequential patterns. In: Proceedings of the 5th IEEE International Conference on Data Mining; 2005. p. 82\u20139."},{"issue":"2","key":"357_CR19846","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1023\/A:1023455925009","volume":"7","author":"S Shekhar","year":"2003","unstructured":"Shekhar S, Lu CT, Zhang P. A unified approach to detecting spatial outliers. GeoInformatica. 2003;7(2):139\u201366.","journal-title":"GeoInformatica"},{"key":"357_CR19847","unstructured":"Shekhar S, Zhang P, Huang Y, Vatsavai R, Kargupta H, Joshi A, Sivakumar K, Yesha Y. Trend in spatial data mining. In: Data mining: next generation challenges and future directions. AAAI\/MIT Press; 2003."},{"issue":"1","key":"357_CR19848","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1109\/36.481897","volume":"34","author":"AH Solberg","year":"1996","unstructured":"Solberg AH, Taxt T, Jain AK. A Markov random field model for classification of multisource satellite imagery. IEEE Trans Geosci Remote Sens. 1996;34(1):100\u201313.","journal-title":"IEEE Trans Geosci Remote Sens"},{"issue":"3","key":"357_CR19849","first-page":"193","volume":"1","author":"Shashi Shekhar","year":"2011","unstructured":"Shekhar S, Evans M, Kang J, Mohan P. Identifying patterns in spatial information: a survey of methods. Wiley Interdiscip Rev: Data Min Knowl Disc. 2011;1(3):193\u2013214.","journal-title":"Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"},{"key":"357_CR19850","doi-asserted-by":"crossref","unstructured":"Shekhar S, Gunturi V, Evans MR, Yang K. Spatial big-data challenges intersecting mobility and cloud computing. In: Proceedings of the 11th ACM International Workshop on Data Engineering for Wireless and Mobile Access; 2012. p. 1\u20136.","DOI":"10.1145\/2258056.2258058"}],"container-title":["Encyclopedia of Database Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-1-4614-8265-9_357","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,11]],"date-time":"2023-09-11T21:50:42Z","timestamp":1694469042000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-1-4614-8265-9_357"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9781461482666","9781461482659"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-1-4614-8265-9_357","relation":{},"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"7 December 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}