{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,17]],"date-time":"2025-04-17T14:09:58Z","timestamp":1744898998013,"version":"3.40.3"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319623948"},{"type":"electronic","value":"9783319623955"}],"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":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-62395-5_1","type":"book-chapter","created":{"date-parts":[[2017,7,6]],"date-time":"2017-07-06T00:52:59Z","timestamp":1499302379000},"page":"3-16","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Lack of Data: Is It Enough Estimating the\u00a0Coffee Rust with Meteorological Time Series?"],"prefix":"10.1007","author":[{"given":"David Camilo","family":"Corrales","sequence":"first","affiliation":[]},{"given":"German","family":"Gutierrez","sequence":"additional","affiliation":[]},{"given":"Jhonn Pablo","family":"Rodriguez","sequence":"additional","affiliation":[]},{"given":"Agapito","family":"Ledezma","sequence":"additional","affiliation":[]},{"given":"Juan Carlos","family":"Corrales","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,7,7]]},"reference":[{"key":"1_CR1","unstructured":"Arcila, J., Farfan, F., Moreno, A., Salazar, L., Hincapie, E.: Sistemas de produccion de cafe en colombia. Cientific bot036, Cenicafe (2007)"},{"issue":"2","key":"1_CR2","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/s12571-015-0446-9","volume":"7","author":"J Avelino","year":"2015","unstructured":"Avelino, J., Cristancho, M., Georgiou, S., Imbach, P., Aguilar, L., Bornemann, G., L\u00e4derach, P., Anzueto, F., Hruska, A.J., Morales, C.: The coffee rust crises in colombia and central america (2008\u20132013): impacts, plausible causes and proposed solutions. Food Secur. 7(2), 303\u2013321 (2015)","journal-title":"Food Secur."},{"key":"1_CR3","volume-title":"Classification and Regression Trees","author":"L Breiman","year":"1984","unstructured":"Breiman, L., Friedman, J., Olshen, R., Stone, C.: Classification and Regression Trees. Wadsworth and Brooks, Monterey (1984)"},{"issue":"1","key":"1_CR4","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1016\/j.ejor.2013.04.008","volume":"230","author":"E Carrizosa","year":"2013","unstructured":"Carrizosa, E., Olivares-Nadal, A.V., Ram\u00edrez-Cobo, P.: Time series interpolation via global optimization of moments fitting. Eur. J. Oper. Res. 230(1), 97\u2013112 (2013)","journal-title":"Eur. J. Oper. Res."},{"key":"1_CR5","doi-asserted-by":"crossref","unstructured":"Cintra, M.E., Meira, C.A.A., Monard, M.C., Camargo, H.A., Rodrigues, L.H.A.: The use of fuzzy decision trees for coffee rust warning in Brazilian crops. In: 2011 11th International Conference on Intelligent Systems Design and Applications (ISDA), pp. 1347\u20131352, November 2011","DOI":"10.1109\/ISDA.2011.6121847"},{"key":"1_CR6","doi-asserted-by":"publisher","first-page":"207","DOI":"10.11144\/Javeriana.iyu19-1.tdcd","volume":"19","author":"DC Corrales","year":"2015","unstructured":"Corrales, D.C., Corrales, J.C., Figueroa-Casas, A.: Towards detecting crop diseases and pest by supervised learning. Ingenier\u00eda y Universidad 19, 207\u2013228 (2015)","journal-title":"Ingenier\u00eda y Universidad"},{"key":"1_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1007\/978-3-319-21404-7_5","volume-title":"Computational Science and Its Applications \u2013 ICCSA 2015","author":"DC Corrales","year":"2015","unstructured":"Corrales, D.C., Figueroa, A., Ledezma, A., Corrales, J.C.: An empirical multi-classifier for coffee rust detection in Colombian crops. In: Gervasi, O., Murgante, B., Misra, S., Gavrilova, M.L., Rocha, A.M.A.C., Torre, C., Taniar, D., Apduhan, B.O. (eds.) ICCSA 2015. LNCS, vol. 9155, pp. 60\u201374. Springer, Cham (2015). doi:10.1007\/978-3-319-21404-7_5"},{"key":"1_CR8","doi-asserted-by":"publisher","first-page":"41","DOI":"10.4018\/IJAEIS.2016070103","volume":"7","author":"DC Corrales","year":"2016","unstructured":"Corrales, D.C., Casas, A.F., Ledezma, A., Corrales, J.C.: Two-level classifier ensembles for coffee rust estimation in Colombian crops. Int. J. Agric. Environ. Inf. Syst. (IJAEIS) 7, 41\u201359 (2016)","journal-title":"Int. J. Agric. Environ. Inf. Syst. (IJAEIS)"},{"issue":"29","key":"1_CR9","doi-asserted-by":"publisher","first-page":"9","DOI":"10.18046\/syt.v12i29.1802","volume":"12","author":"DC Corrales","year":"2014","unstructured":"Corrales, D.C., Ledezma, A., Pe\u00f1a, A.J., Hoyos, J., Figueroa, A., Corrales, J.C.: A new dataset for coffee rust detection in Colombian crops base on classifiers. Sistemas y Telem\u00e1tica 12(29), 9\u201323 (2014)","journal-title":"Sistemas y Telem\u00e1tica"},{"key":"1_CR10","doi-asserted-by":"crossref","first-page":"57","DOI":"10.22395\/rium.v13n25a4","volume":"13","author":"DC Corrales","year":"2014","unstructured":"Corrales, D.C., Pe\u00f1a, A.J., Le\u00f5n, C., Figueroa, A., Corrales, J.C.: Early warning system for coffee rust disease based on error correcting output codes: a proposal. Revista Ingenier\u00c3as Universidad de Medell\u00c3n 13, 57\u201364 (2014)","journal-title":"Revista Ingenier\u00c3as Universidad de Medell\u00c3n"},{"issue":"1","key":"1_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1214\/aos\/1176347963","volume":"19","author":"JH Friedman","year":"1991","unstructured":"Friedman, J.H.: Multivariate adaptive regression splines. Ann. Stat. 19(1), 1\u201367 (1991)","journal-title":"Ann. Stat."},{"key":"1_CR12","unstructured":"Gunn, S.R.: Support vector machines for classification and regression. Technical report (1998)"},{"issue":"1","key":"1_CR13","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1145\/1656274.1656278","volume":"11","author":"M Hall","year":"2009","unstructured":"Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H.: The weka data mining software: an update. SIGKDD Explor. Newsl. 11(1), 10\u201318 (2009)","journal-title":"SIGKDD Explor. Newsl."},{"key":"1_CR14","volume-title":"Neural Networks: A Comprehensive Foundation","author":"S Haykin","year":"1998","unstructured":"Haykin, S.: Neural Networks: A Comprehensive Foundation, 2nd edn. Prentice Hall, Upper Saddle River (1998)","edition":"2"},{"key":"1_CR15","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1007\/978-3-319-24129-6_35","volume-title":"Metadata and Semantics Research","author":"E Lasso","year":"2015","unstructured":"Lasso, E., Thamada, T.T., Meira, C.A.A., Corrales, J.C.: Graph patterns as representation of rules extracted from decision trees for coffee rust detection. In: Garoufallou, E., Hartley, R.J., Gaitanou, P. (eds.) MTSR 2015. CCIS, vol. 544, pp. 405\u2013414. Springer, Cham (2015). doi:10.1007\/978-3-319-24129-6_35"},{"issue":"11","key":"1_CR16","first-page":"14276","volume":"38","author":"O Luaces","year":"2011","unstructured":"Luaces, O., Rodrigues, L.H.A., Meira, C.A.A., Bahamonde, A.: Using nondeterministic learners to alert on coffee rust disease. Expert Syst. Appl. 38(11), 14276\u201314283 (2011)","journal-title":"Expert Syst. Appl."},{"key":"1_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1007\/978-3-642-13025-0_36","volume-title":"Trends in Applied Intelligent Systems","author":"O Luaces","year":"2010","unstructured":"Luaces, O., Rodrigues, L.H.A., Alves Meira, C.A., Quevedo, J.R., Bahamonde, A.: Viability of an alarm predictor for coffee rust disease using interval regression. In: Garc\u00eda-Pedrajas, N., Herrera, F., Fyfe, C., Ben\u00edtez, J.M., Ali, M. (eds.) IEA\/AIE 2010. LNCS, vol. 6097, pp. 337\u2013346. Springer, Heidelberg (2010). doi:10.1007\/978-3-642-13025-0_36"},{"key":"1_CR18","doi-asserted-by":"crossref","unstructured":"Mohanty, P.K., Reza, M., Kumar, P., Kumar, P.: Implementation of cubic spline interpolation on parallel skeleton using pipeline model on CPU-GPU cluster. In: 2016 IEEE 6th International Conference on Advanced Computing (IACC), pp. 747\u2013751, February 2016","DOI":"10.1109\/IACC.2016.143"},{"issue":"1","key":"1_CR19","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1016\/S0007-1536(63)80005-4","volume":"46","author":"FJ Nutman","year":"1963","unstructured":"Nutman, F.J., Roberts, F.M., Clarke, R.T.: Studies on the biology of Hemileia vastatrix Berk and Br. Trans. Br. Mycol. Soc. 46(1), 27\u201344 (1963)","journal-title":"Trans. Br. Mycol. Soc."},{"key":"1_CR20","unstructured":"Perez-Ariza, C., Nicholson, A., Flores, M.: Prediction of coffee rust disease using Bayesian networks, pp. 259\u2013266. DECSAI University of Granada (2012)"},{"key":"1_CR21","unstructured":"Quinlan, R.J.: Learning with continuous classes. In: 5th Australian Joint Conference on Artificial Intelligence, pp. 343\u2013348. World Scientific, Singapore (1992)"},{"key":"1_CR22","unstructured":"R Core Team: R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria"},{"key":"1_CR23","unstructured":"Rivillas, C., Serna, C., Cristancho, M., Gaitan, A.: La Roya del Cafeto en Colombia. Impacto, manejo y costos de control. Cientific bot036, Cenicafe (2011)"},{"issue":"3","key":"1_CR24","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1023\/B:STCO.0000035301.49549.88","volume":"14","author":"AJ Smola","year":"2004","unstructured":"Smola, A.J., Sch\u00f6lkopf, B.: A tutorial on support vector regression. Stat. Comput. 14(3), 199\u2013222 (2004)","journal-title":"Stat. Comput."},{"key":"1_CR25","first-page":"281","volume-title":"Advances in Neural Information Processing Systems","author":"V Vapnik","year":"1997","unstructured":"Vapnik, V., Golowich, S.E., Smola, A.J.: Support vector method for function approximation, regression estimation and signal processing. In: Jordan, M.I., Petsche, T. (eds.) Advances in Neural Information Processing Systems, vol. 9, pp. 281\u2013287. MIT Press, Cambridge (1997)"},{"key":"1_CR26","volume-title":"Statistical Learning Theory","author":"VN Vapnik","year":"1998","unstructured":"Vapnik, V.N.: Statistical Learning Theory. Wiley-Interscience, New York (1998)"},{"key":"1_CR27","series-title":"International Federation for Information Processing","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-32348-0","volume-title":"Modeling Financial Time Series with S-PLUS\u00ae","author":"E Zivot","year":"2007","unstructured":"Zivot, E., Wang, J.: Modeling Financial Time Series with S-PLUS\u00ae. IFIP. Springer, New York (2007). doi:10.1007\/978-0-387-32348-0"}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2017"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-62395-5_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T10:52:49Z","timestamp":1710327169000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-62395-5_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319623948","9783319623955"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-62395-5_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"7 July 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science and Its Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Trieste","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 July 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 July 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccsa2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.iccsa.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}