{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T18:27:32Z","timestamp":1729621652190,"version":"3.28.0"},"reference-count":27,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/ijcnn.2018.8489639","type":"proceedings-article","created":{"date-parts":[[2018,10,19]],"date-time":"2018-10-19T22:25:09Z","timestamp":1539987909000},"page":"1-9","source":"Crossref","is-referenced-by-count":2,"title":["RNN Encoder-Decoder for the inference of regular human mobility patterns"],"prefix":"10.1109","author":[{"given":"Mehdi","family":"Katranji","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guilhem","family":"Sanmarty","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Laurent","family":"Moalic","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sami","family":"Kraiem","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexandre","family":"Caminada","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fouad Hadj","family":"Selem","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"213","article-title":"Mixed-variate restricted boltzmann machines","author":"tran","year":"2011","journal-title":"Proceedings of the 3rd Asian Conference on Machine Learning ACML 2011 Taoyuan Taiwan November 13-15 2011"},{"key":"ref11","first-page":"111","author":"do","year":"2016","journal-title":"Outlier Detection on Mixed-Type Data An Energy-Based Approach"},{"key":"ref12","article-title":"Inferring scholar mobility flows from census data: a multi-task learning approach","author":"katranji","year":"2017","journal-title":"12th ITS European Congress (Strasbourg France)"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1179"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2629592"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/BF02478259"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref17","first-page":"696","article-title":"Learning Representations by Back-propagating Errors","author":"rumelhart","year":"1988","journal-title":"Neurocomputing Foundations of Research"},{"key":"ref18","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390290"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2684103.2684107"},{"year":"2017","key":"ref27"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"779","DOI":"10.1038\/nature06958","article-title":"Understanding individual human mobility patterns","volume":"453","author":"gonzalez","year":"2008","journal-title":"Nature"},{"key":"ref6","doi-asserted-by":"crossref","DOI":"10.1038\/srep05561","article-title":"How congestion shapes cities: from mobility patterns to scaling","volume":"4","author":"louf","year":"2014","journal-title":"Scientific Reports"},{"key":"ref5","article-title":"Influence of sociodemographic characteristics on human mobility","volume":"abs 1411 7895","author":"lenormand","year":"2014","journal-title":"CoRR"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0102007"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2016.7795783"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2587640"},{"journal-title":"National institute of statistics and economic studies","article-title":"http:\/\/www.insee.fr\/fr\/bases-de-donnees\/","year":"2014","key":"ref1"},{"key":"ref20","first-page":"351","author":"welling","year":"2002","journal-title":"A New Learning Algorithm for Mean Field Boltzmann Machines"},{"key":"ref22","first-page":"926","article-title":"A practical guide to training restricted boltzmann machines","volume":"9","author":"hinton","year":"2010","journal-title":"Momentum"},{"key":"ref21","article-title":"Unsupervised learning of distributions on binary vectors using two layer networks","author":"freund","year":"1994","journal-title":"Technical Report Santa Cruz CA USA"},{"key":"ref24","article-title":"Generating sequences with recurrent neural networks","volume":"abs 1308 850","author":"graves","year":"2013","journal-title":"CoRR"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/0364-0213(90)90002-E"},{"year":"2017","key":"ref26"},{"journal-title":"National Centre For Studies and Expertise on Risks Environment Mobility and Urban and Country planning","article-title":"http:\/\/www.territoires-ville.cerema.fr\/emd-edvm-et-edgtmethodes-et-guides-a679.html","year":"2013","key":"ref25"}],"event":{"name":"2018 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2018,7,8]]},"location":"Rio de Janeiro","end":{"date-parts":[[2018,7,13]]}},"container-title":["2018 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8465565\/8488986\/08489639.pdf?arnumber=8489639","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,6]],"date-time":"2023-09-06T05:59:59Z","timestamp":1693979999000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8489639\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2018.8489639","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}