{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,12]],"date-time":"2026-11-12T16:11:33Z","timestamp":1794499893346,"version":"4.9.1"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319181639","type":"print"},{"value":"9783319181646","type":"electronic"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-18164-6_18","type":"book-chapter","created":{"date-parts":[[2015,6,5]],"date-time":"2015-06-05T04:55:38Z","timestamp":1433480138000},"page":"185-194","source":"Crossref","is-referenced-by-count":4,"title":["Domestic Water and Natural Gas Demand Forecasting by Using Heterogeneous Data: A Preliminary Study"],"prefix":"10.1007","author":[{"given":"Marco","family":"Fagiani","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stefano","family":"Squartini","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leonardo","family":"Gabrielli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Susanna","family":"Spinsante","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Francesco","family":"Piazza","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"18_CR1","unstructured":"Azari, A., Shariaty-Niassar, M., Alborzi, M.: Short-term and Medium-term Gas Demand Load Forecasting by Neural Networks. Iranian Journal of Chemistry and Chemical Engineering (4), 77\u201384 (2012)"},{"issue":"3","key":"18_CR2","doi-asserted-by":"publisher","first-page":"397","DOI":"10.1080\/00221689709498420","volume":"35","author":"V. Babovic","year":"1997","unstructured":"Babovic, V., Abbott, M.B.: The Evolution of Equations from Hydraulic Data Part I: Theory. Journal of Hydraulic Research\u00a035(3), 397\u2013410 (1997)","journal-title":"Journal of Hydraulic Research"},{"key":"18_CR3","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1016\/j.envsoft.2013.06.012","volume":"48","author":"M. Bakker","year":"2013","unstructured":"Bakker, M., Vreeburg, J., van Schagen, K., Rietveld, L.: A Fully Adaptive Forecasting Model for Short-term Drinking Water Demand. Environmental Modelling & Software\u00a048, 141\u2013151 (2013)","journal-title":"Environmental Modelling & Software"},{"key":"18_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.envsoft.2012.09.011","volume":"40","author":"N.D. Bennett","year":"2013","unstructured":"Bennett, N.D., Croke, B.F., Guariso, G., Guillaume, J.H., Hamilton, S.H., Jakeman, A.J., Marsili-Libelli, S., Newham, L.T., Norton, J.P., Perrin, C., Pierce, S.A., Robson, B., Seppelt, R., Voinov, A.A., Fath, B.D., Andreassian, V.: Characterising Performance of Environmental Models. Environmental Modelling & Software\u00a040, 1\u201320 (2013)","journal-title":"Environmental Modelling & Software"},{"key":"18_CR5","doi-asserted-by":"crossref","unstructured":"Fagiani, M., Squartini, S., Gabrielli, L., Pizzichini, M., Spinsante, S.: Computational Intelligence in Smart Water and Gas Grids: An Up-to-date Overview. In: 2014 International Joint Conference on Neural Networks (IJCNN), pp. 921\u2013926 (July 2014)","DOI":"10.1109\/IJCNN.2014.6889603"},{"key":"18_CR6","unstructured":"Hartikainen, J., Solin, A., S\u00e4rkk\u00e4, S.: Optimal Filtering with Kalman Filters and Smoothers - A Manual for MATLAB Toolbox EKF\/UKF Version 1.3. Department of Biomedical Engineering and Computational Science, Aalto University School of Science (2011), http:\/\/becs.aalto.fi\/en\/research\/bayes\/ekfukf\/documentation.pdf"},{"issue":"Series D","key":"18_CR7","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1115\/1.3662552","volume":"82","author":"R.E. Kalman","year":"1960","unstructured":"Kalman, R.E.: A New Approach to Linear Filtering and Prediction Problems. Transactions of the ASME \u2013 Journal of Basic Engineering\u00a082(Series D), 35\u201345 (1960)","journal-title":"Transactions of the ASME \u2013 Journal of Basic Engineering"},{"key":"18_CR8","doi-asserted-by":"crossref","unstructured":"Liu, J., Chang, M.: Application of the Grey Theory and the Neural Network in Water Demand Forecast. In: 2010 Sixth International Conference on Natural Computation (ICNC), vol.\u00a02, pp. 1070\u20131073 (2010)","DOI":"10.1109\/ICNC.2010.5582996"},{"key":"18_CR9","doi-asserted-by":"crossref","unstructured":"Makonin, S., Popowich, F., Bartram, L., Gill, B., Bajic, I.V.: AMPds: A Public Dataset for Load Disaggregation and Eco-Feedback Research. In: IEEE Electrical Power and Energy Conference, pp. 1\u20136 (2013)","DOI":"10.1109\/EPEC.2013.6802949"},{"issue":"6","key":"18_CR10","doi-asserted-by":"publisher","first-page":"7387","DOI":"10.1016\/j.eswa.2010.12.087","volume":"8","author":"M. Nasseri","year":"2011","unstructured":"Nasseri, M., Moeini, A., Tabesh, M.: Forecasting monthly urban water demand using extended kalman filter and genetic programming. Expert Systems with Applications\u00a08(6), 7387\u20137395 (2011)","journal-title":"Expert Systems with Applications"},{"key":"18_CR11","unstructured":"Pang, B.: The Impact of Additional Weather Inputs on Gas Load Forecasting. Ph.D. thesis, Marquette University (2012)"},{"key":"18_CR12","unstructured":"Silva, S., Almeida, J.: Gplab - A Genetic Programming Toolbox for MATLAB. In: Proc. of the Nordic MATLAB Conference (NMC-2003), pp. 273\u2013278 (2005)"},{"key":"18_CR13","doi-asserted-by":"crossref","unstructured":"Spinsante, S., Pizzichini, M., Mencarelli, M., Squartini, S., Gambi, E.: Evaluation of the Wireless M-Bus Standard for Future Smart Water Grids. In: 9th International Wireless Communications and Mobile Computing Conference, pp. 1382\u20131387 (2013)","DOI":"10.1109\/IWCMC.2013.6583758"},{"key":"18_CR14","doi-asserted-by":"crossref","unstructured":"Spinsante, S., Pizzichini, M., Mencarelli, M., Squartini, S., Gambi, E., Piazza, F.: Wireless M-Bus Sensor Networks for Smart Water Grids: Analysis and Results. International Journal of Distributed Sensor Networks (2014) (to appear)","DOI":"10.1155\/2014\/579271"},{"key":"18_CR15","doi-asserted-by":"crossref","unstructured":"Squartini, S., Gabrielli, L., Mencarelli, M., Pizzichini, M., Spinsante, S., Piazza, F.: Wireless M-Bus Sensor Nodes in Smart Water Grids: The Energy Issue. In: Fourth International Conference on Intelligent Control and Information Processing, pp. 614\u2013619 (2013)","DOI":"10.1109\/ICICIP.2013.6568148"},{"issue":"B1","key":"18_CR16","first-page":"61","volume":"33","author":"M. Tabesh","year":"2009","unstructured":"Tabesh, M., Dini, M.: Fuzzy and Neuro-fuzzy Models for Short-term Water Demand Forecasting in Tehran. Iranian Journal of Science & Technology, Transaction B, Engineering\u00a033(B1), 61\u201377 (2009)","journal-title":"Iranian Journal of Science & Technology, Transaction B, Engineering"},{"key":"18_CR17","doi-asserted-by":"crossref","unstructured":"Zhu, X., Xu, B.: Urban Water Consumption Forecast Based on QPSO-RBF Neural Network. In: Eighth International Conference on Computational Intelligence and Security, pp. 233\u2013236 (2012)","DOI":"10.1109\/CIS.2012.59"}],"container-title":["Smart Innovation, Systems and Technologies","Advances in Neural Networks: Computational and Theoretical Issues"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-18164-6_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T06:38:59Z","timestamp":1748414339000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-18164-6_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319181639","9783319181646"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-18164-6_18","relation":{"is-part-of":[{"id-type":"doi","id":"https:\/\/doi.org\/10.1007\/978-3-319-18164-6","asserted-by":"object"}]},"ISSN":["2190-3018","2190-3026"],"issn-type":[{"value":"2190-3018","type":"print"},{"value":"2190-3026","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]}}}