{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T09:33:15Z","timestamp":1782379995522,"version":"3.54.5"},"reference-count":24,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009,6]]},"DOI":"10.1109\/ijcnn.2009.5178802","type":"proceedings-article","created":{"date-parts":[[2009,8,5]],"date-time":"2009-08-05T14:59:01Z","timestamp":1249484341000},"page":"3054-3061","source":"Crossref","is-referenced-by-count":44,"title":["Long-term prediction of time series by combining direct and MIMO strategies"],"prefix":"10.1109","author":[{"given":"Souhaib Ben","family":"Taieb","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gianluca","family":"Bontempi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antti","family":"Sorjamaa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amaury","family":"Lendasse","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"19","author":"anderson","year":"1971","journal-title":"The statistical analysis of time series [by] T W Anderson"},{"key":"22","author":"fukunaga","year":"1990","journal-title":"Computer Science and Scientific Computing Series Introduction to Statistical Pattern Recognition"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2006.06.015"},{"key":"23","year":"0"},{"key":"18","year":"0"},{"key":"24","author":"bishop","year":"0","journal-title":"Neural Networks for Pattern Recognition"},{"key":"15","year":"2007","journal-title":"ESTSP 2007 Proceedings"},{"key":"16","year":"0"},{"key":"13","first-page":"62","article-title":"lazy learning for iterated time series prediction","author":"bontempi","year":"1998","journal-title":"Proceedings of the International Workshop on Advanced Black-Box Techniques for Nonlinear Modeling"},{"key":"14","first-page":"32","article-title":"local learning for iterated time-series prediction","author":"bontempi","year":"1999","journal-title":"Machine Learning Proceedings of the Sixteenth International Conference"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1080\/002071799220830"},{"key":"12","first-page":"375","article-title":"lazy learning meets the recursive least-squares algorithm","author":"birattari","year":"1999","journal-title":"NIPS 11"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1162\/153244303322753616"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2006.06.015"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1974.10489157"},{"key":"2","doi-asserted-by":"crossref","first-page":"1010","DOI":"10.1007\/11494669_124","article-title":"direct and recursive prediction of time series using mutual information selection","volume":"3512","author":"ji","year":"2005","journal-title":"ser Lecture Notes in Computer Science"},{"key":"1","author":"weigend","year":"1994","journal-title":"Time Series Prediction Forecasting the Future and Understanding the Past"},{"key":"10","first-page":"375","article-title":"lazy learning meets the recursive least-squares algorithm","author":"birattari","year":"1999","journal-title":"Advances in Neural Information Processing Systems 11"},{"key":"7","first-page":"175","article-title":"time series prediction by using delay coordinate embedding","author":"sauer","year":"1994","journal-title":"Time Series Prediction Forecasting the Future and Understanding the Past"},{"key":"6","first-page":"112","article-title":"a nearest trajectory strategy for time series prediction","author":"mcnames","year":"1998","journal-title":"Proceedings of the InternationalWorkshop on Advanced Black-Box Techniques for Nonlinear Modeling"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.59.845"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.2.270"},{"key":"9","author":"birattari","year":"1997","journal-title":"Lazy learning for local modeling and control design"},{"key":"8","article-title":"long term time series prediction with multi-input multioutput local learning","author":"bontempi","year":"2008","journal-title":"Proceedings of the 2nd European Symposium on Time Series Prediction (TSP) ESTSP08"}],"event":{"name":"2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta)","location":"Atlanta, Ga, USA","start":{"date-parts":[[2009,6,14]]},"end":{"date-parts":[[2009,6,19]]}},"container-title":["2009 International Joint Conference on Neural Networks"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/5161636\/5178557\/05178802.pdf?arnumber=5178802","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,18]],"date-time":"2017-06-18T18:35:09Z","timestamp":1497810909000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5178802\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,6]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2009.5178802","relation":{},"subject":[],"published":{"date-parts":[[2009,6]]}}}