{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T08:47:18Z","timestamp":1749804438538},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319125671"},{"type":"electronic","value":"9783319125688"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-662-44654-6_26","type":"book-chapter","created":{"date-parts":[[2014,9,15]],"date-time":"2014-09-15T01:13:21Z","timestamp":1410743601000},"page":"265-275","source":"Crossref","is-referenced-by-count":7,"title":["A Pattern Recognition Approach for Peak Prediction of Electrical Consumption"],"prefix":"10.1007","author":[{"given":"Morten","family":"Goodwin","sequence":"first","affiliation":[]},{"given":"Anis","family":"Yazidi","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"26_CR1","doi-asserted-by":"crossref","unstructured":"Feinberg, E., Genethliou, D.: Load forecasting. In: Chow, J., Wu, F., Momoh, J. (eds.) Applied Mathematics for Restructured Electric Power Systems. Power Electronics and Power Systems, pp. 269\u2013285. Springer US (2005)","DOI":"10.1007\/0-387-23471-3_12"},{"issue":"2","key":"26_CR2","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1023\/B:AIRE.0000045502.10941.a9","volume":"22","author":"V. Hodge","year":"2004","unstructured":"Hodge, V., Austin, J.: A survey of outlier detection methodologies. Artificial Intelligence Review\u00a022(2), 85\u2013126 (2004)","journal-title":"Artificial Intelligence Review"},{"key":"26_CR3","doi-asserted-by":"crossref","unstructured":"Campbell, P.R., Adamson, K.: Methodologies for load forecasting. In: 2006 3rd International IEEE Conference on Intelligent Systems, pp. 800\u2013806. IEEE (2006)","DOI":"10.1109\/IS.2006.348523"},{"key":"26_CR4","doi-asserted-by":"crossref","unstructured":"Weron, R.: Modeling and forecasting electricity loads and prices: A statistical approach, vol.\u00a0403. Wiley. com (2007)","DOI":"10.1002\/9781118673362"},{"issue":"2","key":"26_CR5","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1109\/TSG.2010.2055903","volume":"1","author":"A.H. Mohsenian-Rad","year":"2010","unstructured":"Mohsenian-Rad, A.H., Leon-Garcia, A.: Optimal residential load control with price prediction in real-time electricity pricing environments. IEEE Transactions on Smart Grid\u00a01(2), 120\u2013133 (2010)","journal-title":"IEEE Transactions on Smart Grid"},{"issue":"4","key":"26_CR6","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":"1","key":"26_CR7","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/S0140-9883(01)00082-2","volume":"24","author":"A. Pardo","year":"2002","unstructured":"Pardo, A., Meneu, V., Valor, E.: Temperature and seasonality influences on spanish electricity load. Energy Economics\u00a024(1), 55\u201370 (2002)","journal-title":"Energy Economics"},{"key":"26_CR8","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/j.apenergy.2012.01.010","volume":"94","author":"J. Wang","year":"2012","unstructured":"Wang, J., Li, L., Niu, D., Tan, Z.: An annual load forecasting model based on support vector regression with differential evolution algorithm. Applied Energy\u00a094, 65\u201370 (2012)","journal-title":"Applied Energy"},{"issue":"suppl. 1","key":"26_CR9","doi-asserted-by":"publisher","first-page":"215","DOI":"10.2298\/TSCI120130073I","volume":"16","author":"S.A. Ili\u0107","year":"2012","unstructured":"Ili\u0107, S.A., Vukmirovi\u0107, S.M., Erdeljan, A.M., Kuli\u0107, F.J.: Hybrid artificial neural network system for short-term load forecasting. Thermal Science\u00a016(suppl. 1), 215\u2013224 (2012)","journal-title":"Thermal Science"},{"issue":"1","key":"26_CR10","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1109\/59.651639","volume":"13","author":"H.T. Yang","year":"1998","unstructured":"Yang, H.T., Huang, C.M.: A new short-term load forecasting approach using self-organizing fuzzy armax models. IEEE Transactions on Power Systems\u00a013(1), 217\u2013225 (1998)","journal-title":"IEEE Transactions on Power Systems"},{"key":"26_CR11","doi-asserted-by":"crossref","unstructured":"Annamareddi, S., Gopinathan, S., Dora, B.: A simple hybrid model for short-term load forecasting. Journal of Engineering 2013 (2013)","DOI":"10.1155\/2013\/760860"},{"issue":"4","key":"26_CR12","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1016\/j.ijforecast.2008.07.007","volume":"24","author":"J.W. Taylor","year":"2008","unstructured":"Taylor, J.W.: An evaluation of methods for very short-term load forecasting using minute-by-minute british data. International Journal of Forecasting\u00a024(4), 645\u2013658 (2008)","journal-title":"International Journal of Forecasting"},{"issue":"1","key":"26_CR13","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/S0169-2070(97)00044-7","volume":"14","author":"G. Zhang","year":"1998","unstructured":"Zhang, G., Eddy Patuwo, B., Hu, M.Y.: Forecasting with artificial neural networks: The state of the art. International Journal of Forecasting\u00a014(1), 35\u201362 (1998)","journal-title":"International Journal of Forecasting"},{"issue":"2","key":"26_CR14","doi-asserted-by":"publisher","first-page":"1223","DOI":"10.1016\/j.rser.2011.08.014","volume":"16","author":"L. Suganthi","year":"2012","unstructured":"Suganthi, L., Samuel, A.A.: Energy models for demand forecasting\u2013a review. Renewable and Sustainable Energy Reviews\u00a016(2), 1223\u20131240 (2012)","journal-title":"Renewable and Sustainable Energy Reviews"},{"issue":"4","key":"26_CR15","doi-asserted-by":"publisher","first-page":"335","DOI":"10.1002\/er.787","volume":"26","author":"M. Mohandes","year":"2002","unstructured":"Mohandes, M.: Support vector machines for short-term electrical load forecasting. International Journal of Energy Research\u00a026(4), 335\u2013345 (2002)","journal-title":"International Journal of Energy Research"},{"key":"26_CR16","first-page":"10","volume":"6","author":"Y.C. Li","year":"2003","unstructured":"Li, Y.C., Fang, T.J., Yu, E.K.: Study of support vector machines for short-term load forecasting. Proceedings of the Csee\u00a06, 10 (2003)","journal-title":"Proceedings of the Csee"},{"issue":"1","key":"26_CR17","first-page":"25","volume":"30","author":"S. Kotsiantis","year":"2006","unstructured":"Kotsiantis, S., Kanellopoulos, D., Pintelas, P., et al.: Handling imbalanced datasets: A review. GESTS International Transactions on Computer Science and Engineering\u00a030(1), 25\u201336 (2006)","journal-title":"GESTS International Transactions on Computer Science and Engineering"},{"issue":"1-2","key":"26_CR18","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1007\/s10618-010-0175-9","volume":"22","author":"C.N. Silla Jr.","year":"2011","unstructured":"Silla Jr., C.N., Freitas, A.A.: A survey of hierarchical classification across different application domains. Data Mining and Knowledge Discovery\u00a022(1-2), 31\u201372 (2011)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"26_CR19","doi-asserted-by":"crossref","unstructured":"Xiao, Z., Dellandrea, E., Dou, W., Chen, L.: Hierarchical classification of emotional speech. IEEE Transactions on Multimedia (2007)","DOI":"10.1109\/ISM.Workshops.2007.56"},{"key":"26_CR20","doi-asserted-by":"crossref","unstructured":"Sand, K., Foosnas, J., Nordgard, D.E., Kristoffersen, V., Solvang, T.B., Wage, D.: Experiences from norwegian smart grid pilot projects. iN: 22nd International Conference and Exhibition on Electricity Distribution (CIRED 2013), pp. 1\u20134. IET (2013)","DOI":"10.1049\/cp.2013.1213"},{"issue":"4","key":"26_CR21","doi-asserted-by":"publisher","first-page":"1821","DOI":"10.1109\/TPWRS.2004.835679","volume":"19","author":"B.J. Chen","year":"2004","unstructured":"Chen, B.J., Chang, M.W., et al.: Load forecasting using support vector machines: A study on eunite competition 2001. IEEE Transactions on Power Systems\u00a019(4), 1821\u20131830 (2004)","journal-title":"IEEE Transactions on Power Systems"},{"issue":"1","key":"26_CR22","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/34.824819","volume":"22","author":"A.K. Jain","year":"2000","unstructured":"Jain, A.K., Duin, R.P.W., Mao, J.: Statistical pattern recognition: A review. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a022(1), 4\u201337 (2000)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"26_CR23","unstructured":"Uguroglu, S.: Robust Learning with Highly Skewed Category Distributions. PhD thesis, Carnegie Mellon University (2013)"},{"issue":"3","key":"26_CR24","doi-asserted-by":"publisher","first-page":"713","DOI":"10.1007\/s10115-012-0530-9","volume":"35","author":"H. Huang","year":"2013","unstructured":"Huang, H., He, Q., Chiew, K., Qian, F., Ma, L.: Clover: a faster prior-free approach to rare-category detection. Knowledge and Information Systems\u00a035(3), 713\u2013736 (2013)","journal-title":"Knowledge and Information Systems"}],"container-title":["Lecture Notes in Computer Science","Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-662-44654-6_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,27]],"date-time":"2019-05-27T22:18:29Z","timestamp":1558995509000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-662-44654-6_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319125671","9783319125688"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-662-44654-6_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}