{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T16:39:53Z","timestamp":1775839193114,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":27,"publisher":"ACM","license":[{"start":{"date-parts":[[2014,6,11]],"date-time":"2014-06-11T00:00:00Z","timestamp":1402444800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100001868","name":"National Science Council Taiwan","doi-asserted-by":"publisher","award":["NSC 101-2628-E-001-004-MY3"],"award-info":[{"award-number":["NSC 101-2628-E-001-004-MY3"]}],"id":[{"id":"10.13039\/501100001868","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2014,6,11]]},"DOI":"10.1145\/2602044.2602055","type":"proceedings-article","created":{"date-parts":[[2014,6,10]],"date-time":"2014-06-10T12:50:25Z","timestamp":1402404625000},"page":"145-155","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["An in-depth study of forecasting household electricity demand using realistic datasets"],"prefix":"10.1145","author":[{"given":"Chien-Yu","family":"Kuo","sequence":"first","affiliation":[{"name":"National Taiwan Normal University, Taipei, Taiwan Roc"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ming-Feng","family":"Lee","sequence":"additional","affiliation":[{"name":"Industrial Technology Research Institute, Hsinchu, Taiwan Roc"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chia-Lin","family":"Fu","sequence":"additional","affiliation":[{"name":"Industrial Technology Research Institute, Hsinchu, Taiwan Roc"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yao-Hua","family":"Ho","sequence":"additional","affiliation":[{"name":"National Taiwan Normal University, Taipei, Taiwan Roc"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ling-Jyh","family":"Chen","sequence":"additional","affiliation":[{"name":"Academia Sinica, Taipei, Taiwan Roc"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2014,6,11]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"http:\/\/neuron-ai.tuke.sk\/competition\/","author":"Electricity","year":"2001","unstructured":"Electricity load forecast using intelligent adaptive technology. http:\/\/neuron-ai.tuke.sk\/competition\/ , 2001 . Electricity load forecast using intelligent adaptive technology. http:\/\/neuron-ai.tuke.sk\/competition\/, 2001."},{"key":"e_1_3_2_1_2_1","volume-title":"FERC Staff Report","author":"Assessment","year":"2013","unstructured":"Assessment of demand response and advanced metering . FERC Staff Report , October 2013 . Assessment of demand response and advanced metering. FERC Staff Report, October 2013."},{"key":"e_1_3_2_1_3_1","volume-title":"Standard for Educational and Psychological Testing","author":"AERA","year":"1999","unstructured":"AERA , APA, and NCME. Standard for Educational and Psychological Testing . American Educational Research Association , 1999 . AERA, APA, and NCME. Standard for Educational and Psychological Testing. American Educational Research Association, 1999."},{"key":"e_1_3_2_1_4_1","volume-title":"California Public Utilities Commission","author":"Atamturk N.","year":"2012","unstructured":"N. Atamturk , M. Zafar , and P. Clanon . Electricity use and income: A review. Technical report, Policy and Planning Division Literature Review , California Public Utilities Commission , June 2012 . N. Atamturk, M. Zafar, and P. Clanon. Electricity use and income: A review. Technical report, Policy and Planning Division Literature Review, California Public Utilities Commission, June 2012."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1051\/ps\/2012013"},{"key":"e_1_3_2_1_6_1","volume-title":"EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies","author":"Castillo E.","year":"2001","unstructured":"E. Castillo , B. Guijarro , and A. Alonso . Electricity load forecast using functional networks . In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies , 2001 . E. Castillo, B. Guijarro, and A. Alonso. Electricity load forecast using functional networks. In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies, 2001."},{"key":"e_1_3_2_1_7_1","unstructured":"C.-C. Chang and C.-J. Lin. LIBSVM - A Library for Support Vector Machines. http:\/\/www.csie.ntu.edu.tw\/ cjlin\/libsvm.  C.-C. Chang and C.-J. Lin. LIBSVM - A Library for Support Vector Machines. http:\/\/www.csie.ntu.edu.tw\/ cjlin\/libsvm."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2004.835679"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1979.4766909"},{"key":"e_1_3_2_1_10_1","volume-title":"EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies","author":"Esp D.","year":"2001","unstructured":"D. Esp . Adaptive logic networks for east slovakian electrical load forecasting . In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies , 2001 . D. Esp. Adaptive logic networks for east slovakian electrical load forecasting. In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies, 2001."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/PTC.2009.5282144"},{"key":"e_1_3_2_1_12_1","volume-title":"EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies","author":"Kowalczyk W.","year":"2001","unstructured":"W. Kowalczyk . Averaging and data enrichment: two approaches to electricity load forecasting . In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies , 2001 . W. Kowalczyk. Averaging and data enrichment: two approaches to electricity load forecasting. In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies, 2001."},{"key":"e_1_3_2_1_13_1","first-page":"125","volume-title":"String Edits, and Macromolecules - The Theory and Practice of Sequence Comparison","author":"Kruskal J. B.","year":"1983","unstructured":"J. B. Kruskal and M. Liberman . Time Warps , String Edits, and Macromolecules - The Theory and Practice of Sequence Comparison , chapter The Symmetric Time-Warping Problem: from Continuous to Discrete, pages 125 -- 161 . Reading. Addison-Wesley Publishing Co. , Massachusetts, September 1983 . J. B. Kruskal and M. Liberman. Time Warps, String Edits, and Macromolecules - The Theory and Practice of Sequence Comparison, chapter The Symmetric Time-Warping Problem: from Continuous to Discrete, pages 125--161. Reading. Addison-Wesley Publishing Co., Massachusetts, September 1983."},{"key":"e_1_3_2_1_14_1","volume-title":"EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies","author":"Lewandowski A.","year":"2001","unstructured":"A. Lewandowski , F. Sandner , and P. Protzel . Prediction of electricity load by modeling the temperature dependencies . In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies , 2001 . A. Lewandowski, F. Sandner, and P. Protzel. Prediction of electricity load by modeling the temperature dependencies. In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies, 2001."},{"key":"e_1_3_2_1_15_1","volume-title":"Application of Learning Fuzzy Inference Systems in Electricity Load Forecast. In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies","author":"Lotfi A.","year":"2001","unstructured":"A. Lotfi . Application of Learning Fuzzy Inference Systems in Electricity Load Forecast. In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies , 2001 . A. Lotfi. Application of Learning Fuzzy Inference Systems in Electricity Load Forecast. In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies, 2001."},{"key":"e_1_3_2_1_16_1","volume-title":"Berkeley Symposium on Mathematical Statistics and Probability","author":"MacQueen J.","year":"1967","unstructured":"J. MacQueen . Some methods for classification and analysis of multivariate observations . In Berkeley Symposium on Mathematical Statistics and Probability , 1967 . J. MacQueen. Some methods for classification and analysis of multivariate observations. In Berkeley Symposium on Mathematical Statistics and Probability, 1967."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2010.227"},{"key":"e_1_3_2_1_18_1","first-page":"1930212","article-title":"Genetic Algorithms, Tournament Selection, and the Effects of Noise","volume":"8","author":"Miller B. L.","year":"1995","unstructured":"B. L. Miller and D. E. Goldberg . Genetic Algorithms, Tournament Selection, and the Effects of Noise . Complex Systems , 8 : 1930212 , 1995 . B. L. Miller and D. E. Goldberg. Genetic Algorithms, Tournament Selection, and the Effects of Noise. Complex Systems, 8:1930212, 1995.","journal-title":"Complex Systems"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2208828.2208857"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2003.06.005"},{"key":"e_1_3_2_1_22_1","volume-title":"Time Series Decomposition. In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies","author":"Pelikan E.","year":"2001","unstructured":"E. Pelikan . Middle-Term Electric Load Forecasting by Time Series Decomposition. In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies , 2001 . E. Pelikan. Middle-Term Electric Load Forecasting by Time Series Decomposition. In EUNITE Symposium - Competition on Electricity Load Forcast Using Intelligent Technologies, 2001."},{"key":"e_1_3_2_1_23_1","volume-title":"Soft Computing in Engineering Design and Manufacturing","author":"Poli R.","year":"1997","unstructured":"R. Poli and W. B. Langdon . Genetic Programming with One-Point Crossover . In Soft Computing in Engineering Design and Manufacturing , 1997 . R. Poli and W. B. Langdon. Genetic Programming with One-Point Crossover. In Soft Computing in Engineering Design and Manufacturing, 1997."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-28651-6_25"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487166.2487173"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"key":"e_1_3_2_1_28_1","volume-title":"Introduction to Data Mining","author":"Tan P.-N.","year":"2006","unstructured":"P.-N. Tan , M. Steinbach , and V. Kumar . Introduction to Data Mining . Addison-Wesley , 2006 . P.-N. Tan, M. Steinbach, and V. Kumar. Introduction to Data Mining. Addison-Wesley, 2006."},{"key":"e_1_3_2_1_29_1","volume-title":"Statistical Learning Theory","author":"Vapnik V. N.","year":"1998","unstructured":"V. N. Vapnik . Statistical Learning Theory . Wiley-Interscience , 1 st edition, September 1998 . V. N. Vapnik. Statistical Learning Theory. Wiley-Interscience, 1st edition, September 1998.","edition":"1"}],"event":{"name":"e-Energy '14: The Fifth International Conference on Future Energy Systems","location":"Cambridge United Kingdom","acronym":"e-Energy '14","sponsor":["SIGCOMM ACM Special Interest Group on Data Communication"]},"container-title":["Proceedings of the 5th international conference on Future energy systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2602044.2602055","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2602044.2602055","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T20:00:53Z","timestamp":1750276853000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2602044.2602055"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,6,11]]},"references-count":27,"alternative-id":["10.1145\/2602044.2602055","10.1145\/2602044"],"URL":"https:\/\/doi.org\/10.1145\/2602044.2602055","relation":{},"subject":[],"published":{"date-parts":[[2014,6,11]]},"assertion":[{"value":"2014-06-11","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}