{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T22:24:06Z","timestamp":1769120646603,"version":"3.49.0"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319686110","type":"print"},{"value":"9783319686127","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"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":[[2017]]},"DOI":"10.1007\/978-3-319-68612-7_59","type":"book-chapter","created":{"date-parts":[[2017,10,24]],"date-time":"2017-10-24T07:31:17Z","timestamp":1508830277000},"page":"520-527","source":"Crossref","is-referenced-by-count":4,"title":["Improving Our Understanding of the Behavior of Bees Through Anomaly Detection Techniques"],"prefix":"10.1007","author":[{"given":"Fernando","family":"Gama","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Helder M.","family":"Arruda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanna V.","family":"Carvalho","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paulo","family":"de Souza","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gustavo","family":"Pessin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,10,25]]},"reference":[{"key":"59_CR1","doi-asserted-by":"crossref","unstructured":"Breunig, M.M., Kriegel, H.P., Ng, R.T., Sander, J.: LOF: identifying density-based local outliers. In: ACM Sigmod Record, vol. 29, pp. 93\u2013104. ACM (2000)","DOI":"10.1145\/342009.335388"},{"key":"59_CR2","unstructured":"Foth, M., Blackler, A., Cunningham, P.: A digital beehive could warn beekeepers when their hives are under attack (2016). \nhttp:\/\/theconversation.com\/a-digital-beehive-could-warn-beekeepers-when-their-hives-are-under-attack-54375"},{"issue":"4","key":"59_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1371\/journal.pone.0152173","volume":"11","author":"M Goldstein","year":"2016","unstructured":"Goldstein, M., Uchida, S.: A comparative evaluation of unsupervised anomaly detection algorithms for multivariate data. PLOS ONE 11(4), 1\u201331 (2016). doi:\n10.1371\/journal.pone.0152173","journal-title":"PLOS ONE"},{"issue":"4","key":"59_CR4","doi-asserted-by":"crossref","first-page":"8764","DOI":"10.3390\/s150408764","volume":"15","author":"S Haque","year":"2015","unstructured":"Haque, S., Rahman, M., Aziz, S.M.: Sensor anomaly detection in wireless sensor networks for healthcare. Sensors 15(4), 8764\u20138786 (2015)","journal-title":"Sensors"},{"key":"59_CR5","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-015-3994-4","volume-title":"Identification of Outliers","author":"D Hawkins","year":"1980","unstructured":"Hawkins, D.: Identification of Outliers. Chapman and Hall, London (1980)"},{"key":"59_CR6","unstructured":"Henein, M., Langworthy, G., Erskine, J.: Vanishing of the bees (2009). \nhttp:\/\/www.vanishingbees.com"},{"key":"59_CR7","volume-title":"Applied Multivariate Statistical Analysis","author":"J Johnson","year":"1992","unstructured":"Johnson, J.: Applied Multivariate Statistical Analysis. Prentice Hall, Upper Saddle River (1992)"},{"issue":"1608","key":"59_CR8","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1098\/rspb.2006.3721","volume":"274","author":"AM Klein","year":"2007","unstructured":"Klein, A.M., Vaissire, B.E., Cane, J.H., Steffan-Dewenter, I., Cunningham, S.A., Kremen, C.: Importance of pollinators in changing landscapes for world crops. Proc. R. Soc. London B: Biol. Sci. 274(1608), 303\u2013313 (2007)","journal-title":"Proc. R. Soc. London B: Biol. Sci."},{"key":"59_CR9","unstructured":"Kluser, S., Peduzzi, P.: Global pollinator decline: a literature review (2007)"},{"issue":"6","key":"59_CR10","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1016\/j.tree.2010.01.007","volume":"25","author":"SG Potts","year":"2010","unstructured":"Potts, S.G., Biesmeijer, J.C., Kremen, C., Neumann, P., Schweiger, O., Kunin, W.E.: Global pollinator declines: trends, impacts and drivers. Trends Ecol. Evol. 25(6), 345\u2013353 (2010)","journal-title":"Trends Ecol. Evol."},{"issue":"5962","key":"59_CR11","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1126\/science.1185563","volume":"327","author":"FLW Ratnieks","year":"2010","unstructured":"Ratnieks, F.L.W., Carreck, N.: Clarity on honey bee collapse? Science 327(5962), 152\u2013153 (2010)","journal-title":"Science"},{"key":"59_CR12","unstructured":"Souza, P.A., Williams, R.N., Quarrell R.S., Budi, S., Susanto, F., Vincent, B., Allen, G.R.: Agent-based modelling of honey bee forager flight behaviour for swarm sensing applications. Environmental Modelling and Software (2017, under review)"},{"issue":"4","key":"59_CR13","doi-asserted-by":"crossref","first-page":"1302","DOI":"10.1016\/j.jnca.2011.03.004","volume":"34","author":"M Xie","year":"2011","unstructured":"Xie, M., Han, S., Tian, B., Parvin, S.: Anomaly detection in wireless sensor networks: a survey. J. Netw. Comput. Appl. 34(4), 1302\u20131325 (2011)","journal-title":"J. Netw. Comput. Appl."}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks and Machine Learning \u2013 ICANN 2017"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-68612-7_59","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,10,24]],"date-time":"2017-10-24T07:45:54Z","timestamp":1508831154000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-68612-7_59"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319686110","9783319686127"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-68612-7_59","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]}}}