{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,13]],"date-time":"2025-11-13T07:10:06Z","timestamp":1763017806805,"version":"3.28.0"},"reference-count":27,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,8]]},"DOI":"10.23919\/eusipco.2017.8081217","type":"proceedings-article","created":{"date-parts":[[2017,11,2]],"date-time":"2017-11-02T21:20:38Z","timestamp":1509657638000},"page":"301-305","source":"Crossref","is-referenced-by-count":33,"title":["Time-series classification using neural Bag-of-Features"],"prefix":"10.23919","author":[{"given":"Nikolaos","family":"Passalis","sequence":"first","affiliation":[]},{"given":"Avraam","family":"Tsantekidis","sequence":"additional","affiliation":[]},{"given":"Anastasios","family":"Tefas","sequence":"additional","affiliation":[]},{"given":"Juho","family":"Kanniainen","sequence":"additional","affiliation":[]},{"given":"Moncef","family":"Gabbouj","sequence":"additional","affiliation":[]},{"given":"Alexandros","family":"Iosifidis","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0285-2"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1282280.1282352"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/14697688.2015.1032546"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2014.07.011"},{"key":"ref14","first-page":"846","article-title":"Max-margin multiple-instance dictionary learning","author":"wang","year":"2013","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.11.014"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15561-1_12"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s12559-012-9137-4"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539963"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553533"},{"journal-title":"Learning to diagnose with LSTM recurrent neural networks","year":"2015","author":"lipton","key":"ref4"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2623581"},{"key":"ref3","first-page":"359","article-title":"Using dynamic time warping to find patterns in time series","volume":"10","author":"berndt","year":"1994","journal-title":"ACM Conference on Knowledge Discovery and Data Mining"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0959-440X(96)80056-X"},{"key":"ref5","first-page":"2342","article-title":"An empirical exploration of recurrent network architectures","author":"jozefowicz","year":"2015","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.223"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.72"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2003.820556"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2545657"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-006-0076-x"},{"journal-title":"Fast and accurate deep network learning by exponential linear units (ELUs)","year":"2015","author":"clevert","key":"ref20"},{"key":"ref22","article-title":"Limit order books and liquidity around scheduled and non-scheduled announcements: Empirical evidence from nasdaq nordic","author":"siikanen","year":"2016","journal-title":"Finance Research Letters"},{"journal-title":"Adam A method for stochastic optimization","year":"2014","author":"kingma","key":"ref21"},{"journal-title":"Evaluation from precision recall and F-measure to ROC informedness markedness and correlation","year":"2011","author":"powers","key":"ref24"},{"journal-title":"Benchmark dataset for mid-price prediction of limit order book data","year":"2017","author":"ntakaris","key":"ref23"},{"journal-title":"UCI Machine Learning Repository","year":"2013","author":"lichman","key":"ref26"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1177\/001316446002000104"}],"event":{"name":"2017 25th European Signal Processing Conference (EUSIPCO)","start":{"date-parts":[[2017,8,28]]},"location":"Kos, Greece","end":{"date-parts":[[2017,9,2]]}},"container-title":["2017 25th European Signal Processing Conference (EUSIPCO)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8067434\/8081145\/08081217.pdf?arnumber=8081217","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,11,30]],"date-time":"2017-11-30T20:07:19Z","timestamp":1512072439000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8081217\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8]]},"references-count":27,"URL":"https:\/\/doi.org\/10.23919\/eusipco.2017.8081217","relation":{},"subject":[],"published":{"date-parts":[[2017,8]]}}}