{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T10:07:05Z","timestamp":1730282825427,"version":"3.28.0"},"reference-count":22,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,8]]},"DOI":"10.1109\/mmar.2018.8486067","type":"proceedings-article","created":{"date-parts":[[2018,10,11]],"date-time":"2018-10-11T18:23:12Z","timestamp":1539282192000},"page":"947-952","source":"Crossref","is-referenced-by-count":2,"title":["The Use of an Autoencoder in the Problem of Shepherding"],"prefix":"10.1109","author":[{"given":"Zdzislaw","family":"Kowalczuk","sequence":"first","affiliation":[]},{"given":"Wojciech","family":"Jedruch","sequence":"additional","affiliation":[]},{"given":"Karol","family":"Szymanski","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"journal-title":"Auto-encoding variational bayes","year":"2013","author":"kingma","key":"ref10"},{"key":"ref11","first-page":"4159","article-title":"Shepherding behaviors","author":"lien","year":"2004","journal-title":"ICRA"},{"key":"ref12","first-page":"3402","article-title":"Shepherding behaviors with multiple shepherds","author":"lien","year":"2005","journal-title":"ICRA"},{"key":"ref13","first-page":"193","article-title":"Neuronowo sterowane agenty w procesie zespo?owego zaganiania","author":"romanowski","year":"2015","journal-title":"Zaawansowane Systemy Automatyki i Diagnostyki"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2012-6"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Science"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2001.973514"},{"key":"ref17","first-page":"763","article-title":"Robo-shepherd: Learning complex robotic behaviors","volume":"6","author":"alan","year":"1996","journal-title":"Robotics and Manufacturing Recent Trends in Research and Applications"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-012-0071-2"},{"key":"ref19","first-page":"194","article-title":"Information processing in dynamical systems: Foundations of harmony theory","author":"smolenski","year":"1986","journal-title":"Parallel Distributed Processing volume 1 Foundations"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1162\/089976602760128018"},{"key":"ref3","first-page":"1157","article-title":"An introduction to variable and feature selection","volume":"3","author":"guyon","year":"2003","journal-title":"Journal of Machine Learning Research"},{"key":"ref6","article-title":"Overview of mini-batch gradient descent","author":"swersky","year":"2014","journal-title":"Neural Networks for Machine Learning"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/5326.923266"},{"key":"ref7","article-title":"Neural networks and physical systems with emergent collective computational abilities","volume":"79","author":"hopfield","year":"1982","journal-title":"Proceedings of the National Academy od Sciences of the United States of America"},{"key":"ref2","first-page":"14","author":"fischer","year":"2012","journal-title":"An Introduction to Restricted Boltzmann Machines"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502546"},{"journal-title":"Method for operating a neural network with missing and\/or incomplete data","year":"1998","author":"keeler","key":"ref9"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2014.0719"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/S0921-8890(99)00084-6"},{"journal-title":"Learning by autoencoding reducing the size of images for the tasks of shepherding","year":"2017","author":"szymanski","key":"ref21"}],"event":{"name":"2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR)","start":{"date-parts":[[2018,8,27]]},"location":"Miedzyzdroje","end":{"date-parts":[[2018,8,30]]}},"container-title":["2018 23rd International Conference on Methods &amp; Models in Automation &amp; Robotics (MMAR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8471711\/8485801\/08486067.pdf?arnumber=8486067","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T12:14:43Z","timestamp":1643199283000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8486067\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/mmar.2018.8486067","relation":{},"subject":[],"published":{"date-parts":[[2018,8]]}}}