{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T23:40:09Z","timestamp":1748821209737,"version":"3.41.0"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319320489"},{"type":"electronic","value":"9783319320496"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-32049-6_27","type":"book-chapter","created":{"date-parts":[[2016,3,24]],"date-time":"2016-03-24T12:47:36Z","timestamp":1458823656000},"page":"437-450","source":"Crossref","is-referenced-by-count":0,"title":["Species Distribution Modeling via Spatial Bagging of Multiple Conditional Random Fields"],"prefix":"10.1007","author":[{"given":"Danhuai","family":"Guo","sequence":"first","affiliation":[]},{"given":"Yuanchun","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Yingqiu","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Jianhui","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,3,25]]},"reference":[{"key":"27_CR1","unstructured":"Busby, J.: BIOCLIM a bioclimate analysis and prediction system. Plant Prot. Q., 6 (1991)"},{"issue":"6","key":"27_CR2","doi-asserted-by":"publisher","first-page":"667","DOI":"10.1007\/BF00051966","volume":"2","author":"G Carpenter","year":"1993","unstructured":"Carpenter, G., Gillison, A.N., Winter, J.: DOMAIN: a flexible modelling procedure for mapping potential distributions of plants and animals. Biodivers. Conserv. 2(6), 667\u2013680 (1993)","journal-title":"Biodivers. Conserv."},{"issue":"5","key":"27_CR3","doi-asserted-by":"publisher","first-page":"845","DOI":"10.1111\/j.1365-2699.2008.02041.x","volume":"36","author":"TR Etherington","year":"2009","unstructured":"Etherington, T.R., Ward, A.I., Smith, G.C., Pietravalle, S., Wilson, G.J.: Using the Mahalanobis distance statistic with unplanned presence only survey data for biogeographical models of species distribution and abundance: a case study of badger setts. J. Biogeogr. 36(5), 845\u2013853 (2009)","journal-title":"J. Biogeogr."},{"issue":"4","key":"27_CR4","doi-asserted-by":"publisher","first-page":"802","DOI":"10.1111\/j.1365-2656.2008.01390.x","volume":"77","author":"J Elith","year":"2008","unstructured":"Elith, J., Leathwick, J.R., Hastie, T.: A working guide to boosted regression trees. J. Anim. Ecol. 77(4), 802\u2013813 (2008)","journal-title":"J. Anim. Ecol."},{"issue":"2","key":"27_CR5","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1002\/sim.2929","volume":"27","author":"MJ Pencina","year":"2008","unstructured":"Pencina, M.J., D\u2019Agostino, R.B., Vasan, R.S.: Evaluating the added predictive ability of a new marker: from area unde the ROC curve to reclassification and beyond. Stat. Med. 27(2), 157\u2013172 (2008)","journal-title":"Stat. Med."},{"key":"27_CR6","doi-asserted-by":"crossref","unstructured":"Zheng, V.W., Zheng, Y., Xie, X., Yang, Q. Collaborative location, activity recommendations with GPS history data. In: Proceedings of the 19th International Conference on World Wide Web, pp. 1029\u20131038. ACM (2010)","DOI":"10.1145\/1772690.1772795"},{"issue":"4","key":"27_CR7","first-page":"37","volume":"2","author":"Z Li","year":"2011","unstructured":"Li, Z., Han, J., Ji, M., Tang, L.A., Yu, Y., Ding, B., Kays, R.: Movemine: mining moving object data for discovery of animal movement patterns. ACM Trans. Intell. Syst. Technol. (TIST) 2(4), 37 (2011)","journal-title":"ACM Trans. Intell. Syst. Technol. (TIST)"},{"issue":"2","key":"27_CR8","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1007\/s10115-010-0308-x","volume":"27","author":"M Tang","year":"2011","unstructured":"Tang, M., Zhou, Y., Li, J., Wang, W., Cui, P., Hou, Y., Yan, B.: Exploring the wild birds migration data for the disease spread study of H5N1: a clustering and association approach. Knowl. Inf. Syst. 27(2), 227\u2013251 (2011)","journal-title":"Knowl. Inf. Syst."},{"key":"27_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"288","DOI":"10.1007\/978-3-642-03348-3_29","volume-title":"Advanced Data Mining and Applications","author":"MJ Tang","year":"2009","unstructured":"Tang, M.J., Zhou, Y.C., Cui, P., Wang, W., Li, J., Zhang, H., Hou, Y.S., Yan, B.P.: Discovery of migration habitats and routes of wild bird species by clustering and association analysis. In: Huang, R., Yang, Q., Pei, J., Gama, J., Meng, X., Li, X. (eds.) ADMA 2009. LNCS, vol. 5678, pp. 288\u2013301. Springer, Heidelberg (2009)"},{"key":"27_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1007\/978-3-642-12098-5_30","volume-title":"Database Systems for Advanced Applications","author":"MJ Tang","year":"2010","unstructured":"Tang, M.J., Wang, W., Jiang, Y., Zhou, Y., Li, J., Cui, P., Liu, Y., Yan, B.: Birds bring flues? mining frequent and high weighted cliques from birds migration networks. In: Kitagawa, H., Ishikawa, Y., Li, Q., Watanabe, C. (eds.) DASFAA 2010. LNCS, vol. 5982, pp. 359\u2013369. Springer, Heidelberg (2010)"},{"key":"27_CR11","doi-asserted-by":"crossref","unstructured":"Pearson, R.G.: Species distribution modeling for conservation educators and practitioners. Lessons in Conservation (LinC) Developing the capacity to sustain the earth\u2019s diversity, 54 (2007)","DOI":"10.5531\/cbc.linc.3.1.3"},{"key":"27_CR12","doi-asserted-by":"publisher","first-page":"677","DOI":"10.1146\/annurev.ecolsys.110308.120159","volume":"40","author":"J Elith","year":"2009","unstructured":"Elith, J., Leathwick, J.R.: Species distribution models: ecological explanation and prediction across space and time. Annu. Rev. Ecol. Evol. Syst. 40, 677\u2013697 (2009)","journal-title":"Annu. Rev. Ecol. Evol. Syst."},{"key":"27_CR13","doi-asserted-by":"crossref","unstructured":"Caruana, R., Elhawary, M., Munson, A., Riedewald, M., Sorokina, D., Fink, D., Hochachka, W.M., Kelling, S.: Mining citizen science data to predict orevalence of wild bird species. In: Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 909\u2013915. ACM, NewYork (2006)","DOI":"10.1145\/1150402.1150527"},{"issue":"2","key":"27_CR14","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1007\/s11263-006-7007-9","volume":"68","author":"S Kumar","year":"2006","unstructured":"Kumar, S., Hebert, M.: Discriminative random fields. Int. J. Comput. Vision 68(2), 179\u2013201 (2006)","journal-title":"Int. J. Comput. Vision"},{"key":"27_CR15","unstructured":"Lafferty, J., McCallum, A., Pereira, F.C.: Conditional random fields,: Probabilistic models for segmenting and labeling sequence data. In: Proceedings of the Eighteenth International Conference on Machine Learning, ICML 01, pp. 282\u2013289. CA, USA, Morgan Kaufmann Publishers Inc, San Francisco (2001)"},{"issue":"3","key":"27_CR16","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1016\/j.ecolmodel.2005.03.026","volume":"190","author":"SJ Phillips","year":"2006","unstructured":"Phillips, S.J., Anderson, R.P., Schapire, R.E.: Maximum entropy modeling of species geographic distributions. Ecol. Model. 190(3), 231\u2013259 (2006)","journal-title":"Ecol. Model."},{"issue":"3","key":"27_CR17","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1111\/j.2517-6161.1986.tb01412.x","volume":"48","author":"J Besag","year":"1986","unstructured":"Besag, J.: On the statistical analysis of dirty pictures. J. R. Stat. Soc. Ser. B (Methodol.) 48(3), 259\u2013302 (1986)","journal-title":"J. R. Stat. Soc. Ser. B (Methodol.)"}],"container-title":["Lecture Notes in Computer Science","Database Systems for Advanced Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-32049-6_27","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T23:20:19Z","timestamp":1748820019000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-32049-6_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319320489","9783319320496"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-32049-6_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}