{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,6]],"date-time":"2024-10-06T00:43:18Z","timestamp":1728175398184},"publisher-location":"Berlin, Heidelberg","reference-count":26,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642397356"},{"type":"electronic","value":"9783642397363"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-39736-3_13","type":"book-chapter","created":{"date-parts":[[2013,7,11]],"date-time":"2013-07-11T04:44:59Z","timestamp":1373517899000},"page":"166-180","source":"Crossref","is-referenced-by-count":5,"title":["A Hybrid Machine Learning Method and Its Application in Municipal Waste Prediction"],"prefix":"10.1007","author":[{"given":"Emadoddin","family":"Livani","sequence":"first","affiliation":[]},{"given":"Raymond","family":"Nguyen","sequence":"additional","affiliation":[]},{"given":"J\u00f6rg","family":"Denzinger","sequence":"additional","affiliation":[]},{"given":"G\u00fcnther","family":"Ruhe","sequence":"additional","affiliation":[]},{"given":"Scott","family":"Banack","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"1","key":"13_CR1","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/S0169-023X(97)00051-7","volume":"25","author":"J. Han","year":"1998","unstructured":"Han, J., Nishio, S., Kawano, H., Wang, W.: Generalization-based data mining in object-oriented databases using an object cube model. Data & Knowledge Engineering\u00a025(1), 55\u201397 (1998)","journal-title":"Data & Knowledge Engineering"},{"key":"13_CR2","unstructured":"Han, J., Kamber, M.: Data mining: Concepts and techniques. Morgan Kaufmann Publishers (2006)"},{"key":"13_CR3","unstructured":"Witten, H.I., Frank, E.: Data mining: Practical machine learning tools and techniques, 2nd edn. Morgan Kaufmann Publishers (2005)"},{"issue":"12","key":"13_CR4","doi-asserted-by":"publisher","first-page":"8102","DOI":"10.1016\/j.eswa.2010.05.078","volume":"37","author":"B.M. Patil","year":"2010","unstructured":"Patil, B.M., Joshi, R.C., Toshniwal, D.: Hybrid prediction model for Type-2 diabetic patients. Expert Systems with Applications\u00a037(12), 8102\u20138108 (2010)","journal-title":"Expert Systems with Applications"},{"issue":"10","key":"13_CR5","doi-asserted-by":"publisher","first-page":"12547","DOI":"10.1016\/j.eswa.2009.05.032","volume":"36","author":"C.-F. Tsai","year":"2009","unstructured":"Tsai, C.-F., Lu, Y.-H.: Customer churn prediction by hybrid neural networks. Expert Systems with Applications\u00a036(10), 12547\u201312553 (2009)","journal-title":"Expert Systems with Applications"},{"issue":"4","key":"13_CR6","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1080\/07421222.1998.11518192","volume":"14","author":"M.J. Lenard","year":"1998","unstructured":"Lenard, M.J., Madey, G.R., Alam, P.: The design and validation of a hybrid information system for the auditor\u2019s going concern decision. Journal of Management Information Systems\u00a014(4), 219\u2013237 (1998)","journal-title":"Journal of Management Information Systems"},{"key":"13_CR7","doi-asserted-by":"publisher","first-page":"264","DOI":"10.1145\/331499.331504","volume":"31","author":"A. Jain","year":"1999","unstructured":"Jain, A., Murty, M., Flyn, P.: Data clustering: A review. ACM Computing Surveys\u00a031, 264\u2013323 (1999)","journal-title":"ACM Computing Surveys"},{"issue":"4","key":"13_CR8","doi-asserted-by":"publisher","first-page":"1237","DOI":"10.1016\/j.wasman.2008.10.011","volume":"29","author":"M. Purcell","year":"2009","unstructured":"Purcell, M., Magette, W.L.: Prediction of household and commercial BMW generation according to socio-economic and other factors for the Dublin region. Waste Management\u00a029(4), 1237\u20131250 (2009)","journal-title":"Waste Management"},{"issue":"2","key":"13_CR9","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/S0921-3449(98)00032-9","volume":"24","author":"E. Daskalopoulos","year":"1998","unstructured":"Daskalopoulos, E., Badr, O., Probert, S.D.: Municipal solid waste: a prediction methodology for the generation rate and composition in the European Union countries and the United States of America. Resources, Conservation and Recycling\u00a024(2), 155\u2013166 (1998)","journal-title":"Resources, Conservation and Recycling"},{"issue":"7","key":"13_CR10","doi-asserted-by":"publisher","first-page":"669","DOI":"10.1016\/j.wasman.2004.10.005","volume":"25","author":"B. Dyson","year":"2005","unstructured":"Dyson, B., Chang, N.B.: Forecasting municipal solid waste generation in a fast-growing urban region with system dynamics modeling. Waste Management\u00a025(7), 669\u2013679 (2005)","journal-title":"Waste Management"},{"issue":"5","key":"13_CR11","doi-asserted-by":"publisher","first-page":"559","DOI":"10.1016\/j.engappai.2004.11.008","volume":"18","author":"S. Grieu","year":"2005","unstructured":"Grieu, S., et al.: Prediction of parameters characterizing the state of a pollution removal biologic process. Engineering Applications of Artificial Intelligence\u00a018(5), 559\u2013573 (2005)","journal-title":"Engineering Applications of Artificial Intelligence"},{"issue":"4","key":"13_CR12","doi-asserted-by":"publisher","first-page":"700","DOI":"10.1016\/j.ijforecast.2009.05.015","volume":"26","author":"A. Goia","year":"2010","unstructured":"Goia, A., May, C., Fusai, G.: Functional clustering and linear regression for peak load forecasting. International Journal of Forecasting\u00a026(4), 700\u2013711 (2010)","journal-title":"International Journal of Forecasting"},{"issue":"10","key":"13_CR13","doi-asserted-by":"publisher","first-page":"2362","DOI":"10.1016\/j.renene.2010.03.027","volume":"35","author":"A. Kusiak","year":"2010","unstructured":"Kusiak, A., Li, W.: Short-term prediction of wind power with a clustering approach. Renewable Energy\u00a035(10), 2362\u20132369 (2010)","journal-title":"Renewable Energy"},{"issue":"11","key":"13_CR14","doi-asserted-by":"publisher","first-page":"1299","DOI":"10.1016\/j.resconrec.2008.07.011","volume":"52","author":"M.Y. M\u00e1rquez","year":"2008","unstructured":"M\u00e1rquez, M.Y., Ojeda, S., Hidalgo, H.: Identification of behavior patterns in household solid waste generation in Mexicali\u2019s city: Study case. Resources, Conservation and Recycling\u00a052(11), 1299\u20131306 (2008)","journal-title":"Resources, Conservation and Recycling"},{"key":"13_CR15","first-page":"13","volume":"2","author":"M. Jalili","year":"2008","unstructured":"Jalili, M., Noori, R.: Prediction of municipal solid waste generation by use of artificial neural network: a case study of Mashhad. International Journal of Environmental Research\u00a02, 13\u201322 (2008)","journal-title":"International Journal of Environmental Research"},{"key":"13_CR16","doi-asserted-by":"publisher","first-page":"9991","DOI":"10.1016\/j.eswa.2008.12.035","volume":"36","author":"R. Noori","year":"2009","unstructured":"Noori, R., Abdoli, M.A., Farokhnia, A., Abbasi, M.: Results uncertainty of solid waste generation forecasting by hybrid of wavelet transform-ANFIS and wavelet transform-neural network. Expert Systems with Applications\u00a036, 9991\u20139999 (2009)","journal-title":"Expert Systems with Applications"},{"issue":"3","key":"13_CR17","doi-asserted-by":"publisher","first-page":"767","DOI":"10.1016\/j.jenvman.2009.10.007","volume":"91","author":"R. Noori","year":"2010","unstructured":"Noori, R., Karbassi, A., Sabahi, M.: Evaluation of PCA and Gamma test techniques on ANN operation for weekly solid waste prediction. Journal of Environmental Management\u00a091(3), 767\u2013771 (2010)","journal-title":"Journal of Environmental Management"},{"key":"13_CR18","unstructured":"Guojun, G., Chaoqu, M., Jianhong, W.: Data clustering theory algorithm and application, 1st edn. ASA-SIAM, Society for Industrial and Applied Mathematics (2007)"},{"key":"13_CR19","unstructured":"MacQueen, J.B.: Some Methods for classification and Analysis of Multivariate Observations. In: Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and Probability, pp. 281\u2013297. University of California Press (1967)"},{"issue":"1","key":"13_CR20","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R. Tibshirani","year":"1996","unstructured":"Tibshirani, R.: Regression Shrinkage and Selection via the Lasso. Journal of the Royal Statistical Society. Series B (Methodological)\u00a058(1), 267\u2013288 (1996)","journal-title":"Journal of the Royal Statistical Society. Series B (Methodological)"},{"key":"13_CR21","doi-asserted-by":"crossref","unstructured":"Berk, R.A.: Regression Analysis: A Constructive Critique (Advanced Quantitative Techniques in the Social Sciences), 1st edn. Sage Publications, Inc. (2003)","DOI":"10.4135\/9781483348834"},{"key":"13_CR22","first-page":"1160","volume":"2","author":"L.C. Briand","year":"2001","unstructured":"Briand, L.C., Wieczorek, I.: Resource Estimation in Software Engineering. Encyclopedia of Software Engineering\u00a02, 1160\u20131196 (2001)","journal-title":"Encyclopedia of Software Engineering"},{"issue":"387","key":"13_CR23","doi-asserted-by":"publisher","first-page":"575","DOI":"10.1080\/01621459.1984.10478083","volume":"79","author":"R. Picard","year":"1984","unstructured":"Picard, R., Cook, D.: Cross-Validation of Regression Models. Journal of the American Statistical Association\u00a079(387), 575\u2013583 (1984)","journal-title":"Journal of the American Statistical Association"},{"key":"13_CR24","unstructured":"Weka SVN Repository, \n                  \n                    https:\/\/svn.scms.waikato.ac.nz\/svn\/weka\/\n                  \n                  \n                 (accessed January 2013)"},{"key":"13_CR25","unstructured":"Livani, E.: \n                  \n                    http:\/\/www.ucalgary.ca\/~elivani\/HybridPrediction.xls\n                  \n                  \n                 (accessed January 2013)"},{"key":"13_CR26","unstructured":"Livani, E., Paikari, E., Ruhe, G.: Decision Support System for Cost-benefit Analysis in Service Provision. In: Proc. ICEIS, vol.\u00a02, pp. 198\u2013203 (2011)"}],"container-title":["Lecture Notes in Computer Science","Advances in Data Mining. Applications and Theoretical Aspects"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-39736-3_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,15]],"date-time":"2019-05-15T14:24:51Z","timestamp":1557930291000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-39736-3_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642397356","9783642397363"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-39736-3_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}