{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T10:14:19Z","timestamp":1783937659183,"version":"3.55.0"},"publisher-location":"Cham","reference-count":35,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030685263","type":"print"},{"value":"9783030685270","type":"electronic"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","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":[[2021]]},"DOI":"10.1007\/978-3-030-68527-0_23","type":"book-chapter","created":{"date-parts":[[2021,2,12]],"date-time":"2021-02-12T11:04:30Z","timestamp":1613127870000},"page":"363-377","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Parameter Identification of Colony Collapse Disorder in Honeybees as a Contagion"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4816-2837","authenticated-orcid":false,"given":"Atanas Z.","family":"Atanasov","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9826-9603","authenticated-orcid":false,"given":"Slavi G.","family":"Georgiev","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lubin G.","family":"Vulkov","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,2,12]]},"reference":[{"issue":"4","key":"23_CR1","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1016\/S0022-5193(03)00121-8","volume":"223","author":"GV Amdam","year":"2003","unstructured":"Amdam, G.V., Omholt, S.W.: The hive bee to forager transition in honeybee colonies: the double repressor hypothesis. J. Theoret. Biol. 223(4), 451\u2013464 (2003)","journal-title":"J. Theoret. Biol."},{"key":"23_CR2","unstructured":"Bailey, L.: The Isle of Wight Desease. Central Association of Bee-Keepers (2002)"},{"key":"23_CR3","doi-asserted-by":"publisher","unstructured":"Banks, H.T., Davidian, M., Samuels, J.R.: An inverse problem statistical methodology summary. Mathematical and statistical estimation approaches in epidemiology, pp. 249\u2013302 (2009). https:\/\/doi.org\/10.1007\/978-90-481-2313-1_11","DOI":"10.1007\/978-90-481-2313-1_11"},{"key":"23_CR4","doi-asserted-by":"crossref","unstructured":"Banks, H., Dediu, S., Ernstberger, S.: Sensitivity functions and their uses in inverse problems. J. Inverse Ill-Posed P. 15(7), 683\u2013708 (2008)","DOI":"10.1515\/jiip.2007.038"},{"key":"23_CR5","doi-asserted-by":"publisher","first-page":"868","DOI":"10.1111\/1365-2664.12112","volume":"50","author":"MA Becher","year":"2013","unstructured":"Becher, M.A., Osborne, J.L., Thorbek, P., Kennedy, P.J., Grimm, V.: Review: towards a systems approach for understanding honeybee decline: a stocktaking and synthesis of existing models. J. Appl. Ecol. 50, 868\u2013880 (2013)","journal-title":"J. Appl. Ecol."},{"key":"23_CR6","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1016\/j.jtbi.2017.03.009","volume":"420","author":"RD Booton","year":"2017","unstructured":"Booton, R.D., Iwasa, Y., Marshall, J.A.R., Childs, D.Z.: Stress-mediated Alle effects can cause the sudden collapse of honey bee colonies. J. Theoret. Biol. 420, 213\u2013219 (2017)","journal-title":"J. Theoret. Biol."},{"key":"23_CR7","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1137\/0806023","volume":"6","author":"TF Coleman","year":"1996","unstructured":"Coleman, T.F., Li, Y.: An interior, trust region approach for nonlinear minimization subject to bounds. SIAM J. Opt. 6, 418\u2013445 (1996)","journal-title":"SIAM J. Opt."},{"key":"23_CR8","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1126\/science.1146498","volume":"318","author":"DL Cox-Foster","year":"2007","unstructured":"Cox-Foster, D.L., et al.: A metagenomic survey of microbes in honey bee Colony Collapse Disorder. Sci. 318, 283\u2013287 (2007)","journal-title":"Sci."},{"key":"23_CR9","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/0771-050X(80)90013-3","volume":"6","author":"JR Dormand","year":"1980","unstructured":"Dormand, J.R., Prince, P.J.: A family of embedded Runge-Kutta formulae. J. Comp. Appl. Math. 6, 19\u201326 (1980)","journal-title":"J. Comp. Appl. Math."},{"key":"23_CR10","unstructured":"Dornberger, L., et al.: Death of the bees: a mathematical model of colony collapse disorder. Technical report 2012\u201312, Mathematics Preprint Series, University of Texas at Arlington Mathematics Department (2012)"},{"issue":"1","key":"23_CR11","doi-asserted-by":"publisher","first-page":"134","DOI":"10.3896\/IBRA.1.49.1.30","volume":"49","author":"JD Ellis","year":"2010","unstructured":"Ellis, J.D., Evans, J.D., Pettis, J.: Colony losses, managed colony population decline, and colony collapse disorder in the United States. J. Apic. Res. 49(1), 134\u2013136 (2010)","journal-title":"J. Apic. Res."},{"key":"23_CR12","volume-title":"The economic challange posed by declining pollinator populations","author":"F Sheet","year":"2015","unstructured":"Sheet, F.: The economic challange posed by declining pollinator populations. Office the Press Secretary, The White House (2015)"},{"key":"23_CR13","first-page":"805","volume":"136","author":"J Finley","year":"1996","unstructured":"Finley, J., Camazine, S., Frazier, M.: The epidemic of honey bee colony losses during the 1995\u20131996 season. Am. Bee J. 136, 805\u2013808 (1996)","journal-title":"Am. Bee J."},{"key":"23_CR14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-09017-6","volume-title":"Numerical Solution of Time-Dependent Advection-Diffusion-Reaction Equations","author":"W Hundsdorfer","year":"2003","unstructured":"Hundsdorfer, W., Verwer, J.G.: Numerical Solution of Time-Dependent Advection-Diffusion-Reaction Equations. Springer, N.Y. (2003). https:\/\/doi.org\/10.1007\/978-3-662-09017-6"},{"issue":"4","key":"23_CR15","doi-asserted-by":"publisher","first-page":"e18491","DOI":"10.1371\/journal.pone.0018491","volume":"6","author":"DS Khoury","year":"2011","unstructured":"Khoury, D.S., Myerscough, M.R., Barron, A.B.: A quantitative model of honey bee colony population dynamics. PLoS ONE 6(4), e18491 (2011)","journal-title":"PLoS ONE"},{"issue":"5","key":"23_CR16","doi-asserted-by":"publisher","first-page":"e0059084","DOI":"10.1371\/journal.pone.0059084","volume":"8","author":"DS Khoury","year":"2013","unstructured":"Khoury, D.S., Barron, A.B., Meyerscough, M.R.: Modelling food and population dynamics honey bee colonies. PLoS ONE 8(5), e0059084 (2013)","journal-title":"PLoS ONE"},{"key":"23_CR17","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1051\/apido:2006040","volume":"37","author":"J Kralj","year":"2006","unstructured":"Kralj, J., Fuchs, S.: Parasitic mites influence flight duration and homing ability of infested Apis mellifera foragers. Apidologie 37, 577\u2013587 (2006)","journal-title":"Apidologie"},{"issue":"6","key":"23_CR18","first-page":"1275","volume":"11","author":"CM Kribs-Zaleta","year":"2014","unstructured":"Kribs-Zaleta, C.M., Mitchell, C.: Modeling Colony Collapse Disorder in honeybees as a contagion. Math. Biol. Eng. 11(6), 1275\u20131294 (2014)","journal-title":"Math. Biol. Eng."},{"key":"23_CR19","unstructured":"Kulincevic, J.M., Rothenbuhler, W.C., Rinderer, T.E.: Disappearing disease. Part 1 - effects of certain protein sources given to honey bee colonies in Florida. Am. Bee J. 122, 189\u2013191 (1982)"},{"key":"23_CR20","unstructured":"L\u00f3pez-Incera, A., Nouvian, M., Ried, K., M\u00fcller, T., Briegel, H.J.: Collective defense of honeybee colonies: experimental results and theoretical modeling. arXiv:2010.07326 [q-bio.PE], pp. 1\u201320 (2020)"},{"key":"23_CR21","doi-asserted-by":"publisher","DOI":"10.1142\/7223","volume-title":"Modeling and Dynamics of Infectious Diseases","author":"Z Ma","year":"2009","unstructured":"Ma, Z., Zhou, Y., Wu, J.: Modeling and Dynamics of Infectious Diseases. World Scientific Publishers, Singapore (2009)"},{"key":"23_CR22","unstructured":"MathWorks: solve nonlinear least squares (nonlinear data-fitting) problems. https:\/\/www.mathworks.com\/help\/optim\/ug\/lsqnonlin.html. Accessed 13 Sep 2020"},{"key":"23_CR23","unstructured":"MathWorks: solve nonstiff differential equations - medium order method. https:\/\/www.mathworks.com\/help\/matlab\/ref\/ode45.html. Accessed 13 Sep 2020"},{"key":"23_CR24","doi-asserted-by":"crossref","unstructured":"Oldroyd, B.P.: What\u2019s killing american honey bees? PLoS Biol. 5(6), e168 1195\u20131199 (2007)","DOI":"10.1371\/journal.pbio.0050168"},{"issue":"1","key":"23_CR25","doi-asserted-by":"publisher","first-page":"80","DOI":"10.3896\/IBRA.1.49.1.11","volume":"49","author":"RJ Paxton","year":"2010","unstructured":"Paxton, R.J.: Does infection by Nosema ceranae cause \u201cColony Collapse Disorder\" in honey bees (Apis mellifera)? J. Apic. Res. 49(1), 80\u201384 (2010)","journal-title":"J. Apic. Res."},{"issue":"6","key":"23_CR26","doi-asserted-by":"publisher","first-page":"1218","DOI":"10.1007\/s11538-017-0281-6","volume":"79","author":"V Ratti","year":"2017","unstructured":"Ratti, V., Kevan, P.G., Eberl, H.J.: A mathematical model of forager loss in honeybee colonies infested with Varroa destructor and the acute bee paralysis virus. Bull. Math. Biol. 79(6), 1218\u20131253 (2017)","journal-title":"Bull. Math. Biol."},{"key":"23_CR27","first-page":"138","volume":"265","author":"S Russel","year":"2013","unstructured":"Russel, S., Barron, A.B., Harris, D.: Dynamics modelling of honeybee (Apis mellifera) colony growth and failure. Ecolog. Model. 265, 138\u2013169 (2013)","journal-title":"Ecolog. Model."},{"key":"23_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1137\/S1064827594276424","volume":"18","author":"LF Shampine","year":"1997","unstructured":"Shampine, L.F., Reichelt, M.W.: The MATLAB ODE Suite. SIAM J. Sci. Comp. 18, 1\u201322 (1997)","journal-title":"SIAM J. Sci. Comp."},{"key":"23_CR29","first-page":"10","volume":"7","author":"J Silver","year":"1907","unstructured":"Silver, J.: Bee disease on the Isle of Wight. Irish Bee J. 7, 10 (1907)","journal-title":"Irish Bee J."},{"key":"23_CR30","doi-asserted-by":"publisher","first-page":"1581","DOI":"10.1016\/j.scitotenv.2016.11.178","volume":"579","author":"M Switanek","year":"2017","unstructured":"Switanek, M., Crailsheim, K., Truhetz, H., Brodschneider, R.: Modelling seasonal effects of temperature and precipitation on honey bee winter mortality in a temperate climate. Sci. Tot. Environ. 579, 1581\u20131587 (2017)","journal-title":"Sci. Tot. Environ."},{"issue":"7","key":"23_CR31","doi-asserted-by":"publisher","first-page":"e0130966","DOI":"10.1371\/journal.pone.0130966","volume":"10","author":"DJ Torres","year":"2015","unstructured":"Torres, D.J., Ricoy, V.M., Roybal, S.: Modelling honey bee populations. PLoS ONE 10(7), e0130966 (2015)","journal-title":"PLoS ONE"},{"key":"23_CR32","unstructured":"Van der Zee, R., et al.: Managed honey bee colony losses in Canada, China, Europe, Israel and Turkey for the winters of 2008\u20132009 and 2009\u20132010. J. Appl. Res. 51(1), 100\u2013114 (2012)"},{"issue":"8","key":"23_CR33","doi-asserted-by":"publisher","first-page":"e6481","DOI":"10.1371\/journal.pone.0006481","volume":"4","author":"D van Engelsdorp","year":"2009","unstructured":"van Engelsdorp, D., et al.: Colony collapse disorder: a descriptive study. PLoS ONE 4(8), e6481 (2009)","journal-title":"PLoS ONE"},{"key":"23_CR34","volume-title":"The Biology of the Honey Bee","author":"WL Winston","year":"1991","unstructured":"Winston, W.L.: The Biology of the Honey Bee. Harvard University Press, Cambridge Mass (1991)"},{"issue":"5","key":"23_CR35","doi-asserted-by":"publisher","first-page":"1850063","DOI":"10.1142\/S1793524518500638","volume":"11","author":"TA Y\u0131ld\u0131z","year":"2018","unstructured":"Y\u0131ld\u0131z, T.A.: A fractional dynamical model for honeybee colony population. Int. J. Biomath. 11(5), 1850063 (2018)","journal-title":"Int. J. Biomath."}],"container-title":["Communications in Computer and Information Science","Modelling and Development of Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-68527-0_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,21]],"date-time":"2023-10-21T03:00:55Z","timestamp":1697857255000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-68527-0_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030685263","9783030685270"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-68527-0_23","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"12 February 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MDIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Modelling and Development of Intelligent Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Sibiu","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Romania","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 October 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 October 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mdis2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/sites.conferences.ulbsibiu.ro\/mdis\/2020\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"OpenConf","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"57","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"25","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"44% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Due to the COVID-19 pandemic the conference was held online.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}