{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T18:34:26Z","timestamp":1754159666516,"version":"3.41.2"},"reference-count":43,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,5,1]],"date-time":"2020-05-01T00:00:00Z","timestamp":1588291200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,5,1]],"date-time":"2020-05-01T00:00:00Z","timestamp":1588291200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,5]]},"DOI":"10.1109\/eais48028.2020.9122765","type":"proceedings-article","created":{"date-parts":[[2020,6,23]],"date-time":"2020-06-23T16:44:00Z","timestamp":1592930640000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["Simple Versus Composed Temporal Lag Regression with Feature Selection, with an Application to Air Quality Modeling"],"prefix":"10.1109","author":[{"given":"Estrella","family":"Lucena-S\u00e1nchez","sequence":"first","affiliation":[{"name":"University of Ferrara,Dept. of Mathematics and Computer Science,Ferrara,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fernando","family":"Jim\u00e9nez","sequence":"additional","affiliation":[{"name":"University of Murcia,Dept. of Information and Communications Engineering,Murcia,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guido","family":"Sciavicco","sequence":"additional","affiliation":[{"name":"University of Ferrara,Dept. of Mathematics and Computer Science,Ferrara,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joanna","family":"Kami\u0144ska","sequence":"additional","affiliation":[{"name":"Wrocław University of Environmental and Life Sciences,Dept. of Mathematics,Wrocław,Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2018.05.144"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1142\/9789814343138_0005"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-36127-8_27"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2017.11.291"},{"key":"ref31","article-title":"A review and comparative study on univariate feature selection techniques","author":"ni","year":"2012","journal-title":"Ph D Dissertation"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1289\/ehp.00108347"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CIBCB.2004.1393933"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/S0013-9351(89)80012-X"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/0169-2070(87)90007-0"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-985X.2006.00410.x"},{"key":"ref10","first-page":"1","article-title":"A multi-objective genetic algorithm approach to feature selection in neural and fuzzy modeling","volume":"3","author":"emmanouilidis","year":"2001","journal-title":"Evolutionary Optimization"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.1992.246402"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10533-004-0370-0"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipl.2009.03.029"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/10473289.2005.10464708"},{"key":"ref14","first-page":"1157","article-title":"An introduction to variable and feature selection","author":"guyon","year":"2003","journal-title":"Journal of Machine Learning Research"},{"article-title":"Time series analysis and forecasting with WEKA","year":"2014","author":"hall","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1021\/es0606780"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2008.05.057"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph14111359"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2003.09.015"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.4271\/730213"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/10473289.2000.10464167"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.envint.2018.08.025"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2018.12.001"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3233\/IDA-1997-1302"},{"journal-title":"Photochemistry of Air Pollution","year":"1961","author":"leighton","key":"ref29"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-08883-8"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.advengsoft.2011.05.014"},{"journal-title":"Multi-Objective Optimization Using Evolutionary Algorithms","year":"2001","author":"deb","key":"ref7"},{"journal-title":"Time Series Analysis Forecasting and Control","year":"2016","author":"box","key":"ref2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2009.02.006"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIINFS.2014.7036522"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2007.05.011"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.12173"},{"key":"ref21","first-page":"1069","article-title":"Multi-objective pattern and feature selection by a genetic algorithm","author":"ishibuchi","year":"2000","journal-title":"Proc of the Genetic and Evolutionary Computation Conference"},{"journal-title":"Data Mining Practical Machine Learning Tools and Techniques","year":"2011","author":"witten","key":"ref42"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2019.2892363"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.6.3.324"},{"key":"ref23","first-page":"373","article-title":"Multi-objective evolutionary optimization for time series lag regression","author":"jim\u00e9nez","year":"2019","journal-title":"Proc of the 6th International Conference on Time Series and Forecasting (ITISE 2019)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2018.09.196"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/5254.671091"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.12.045"}],"event":{"name":"2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","start":{"date-parts":[[2020,5,27]]},"location":"Bari, Italy","end":{"date-parts":[[2020,5,29]]}},"container-title":["2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9119729\/9122692\/09122765.pdf?arnumber=9122765","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T17:54:58Z","timestamp":1753466098000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9122765\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/eais48028.2020.9122765","relation":{},"subject":[],"published":{"date-parts":[[2020,5]]}}}