{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T10:08:49Z","timestamp":1730282929401,"version":"3.28.0"},"reference-count":29,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1109\/mlsp.2018.8516922","type":"proceedings-article","created":{"date-parts":[[2018,11,16]],"date-time":"2018-11-16T05:32:18Z","timestamp":1542346338000},"page":"1-6","source":"Crossref","is-referenced-by-count":2,"title":["FRAME-LEVEL PROXIMITY AND TOUCH RECOGNITION USING CAPACITIVE SENSING AND SEMI-SUPERVISED SEQUENTIAL MODELING"],"prefix":"10.1109","author":[{"given":"Tobias","family":"Fischer","sequence":"first","affiliation":[]},{"given":"Mariano","family":"Etchart","sequence":"additional","affiliation":[]},{"given":"Ernesto","family":"Biempica","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICIT.2015.7125295"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/NGCAS.2017.80"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2016.2530805"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2207676.2207743"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref15","article-title":"Semi-supervised learning literature survey","author":"zhu","year":"2005","journal-title":"Computer Sciences Technical Report 1530"},{"key":"ref16","first-page":"2","article-title":"Pseudo-label: The simple and effi-cient semi-supervised learning method for deep neural networks","volume":"3","author":"lee","year":"2013","journal-title":"Workshop on Challenges in Representation Learning"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1214\/14-AOS1245"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SECON.2016.7506650"},{"key":"ref19","article-title":"Machine learning and pattern recognition","author":"m bishop","year":"2006","journal-title":"Information Science and Statistics"},{"key":"ref28","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv preprint arXiv 1412 6980"},{"journal-title":"Sensors for Mechatronics","year":"0","author":"regtien","key":"ref4"},{"key":"ref27","first-page":"249","article-title":"Understanding the difficulty of training deep feedforward neural networks","author":"glorot","year":"2010","journal-title":"Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1897816.1897838"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2984511.2984565"},{"key":"ref29","article-title":"Improving neural networks by preventing co-adaptation of feature detectors","author":"hinton","year":"2012","journal-title":"arXiv preprint arXiv 1207 0580"},{"key":"ref5","article-title":"Micro hand gesture recognition system using ultrasonic active sensing","author":"sang","year":"2017","journal-title":"arXiv preprint arXiv 1712 00216"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/I2MTC.2017.7969712"},{"key":"ref7","article-title":"Proximity capacitive sensor technology for touch sensing applications","volume":"12","author":"osoinach","year":"2007","journal-title":"Freescale White Paper"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1016\/j.procs.2015.06.085","article-title":"Human computer interaction using hand gesture","volume":"54","author":"sharma","year":"2015","journal-title":"Procedia Computer Science"},{"article-title":"Fdc1004: Basics of capacitive sensing and applications","year":"2014","author":"instruments","key":"ref9"},{"key":"ref1","first-page":"2065","article-title":"Intuitive interaction research–new directions and possible responses","volume":"5","author":"blackler","year":"2016","journal-title":"Proceedings of DRS2016 Design+ Research+ Society-Future-Focused Thinking"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1007\/3-540-49430-8_2","article-title":"Efficient backprop","author":"lecun","year":"1998","journal-title":"Neural Networks Tricks of the Trade"},{"key":"ref22","article-title":"Empirical evaluation of gated recurrent neural networks on sequence modeling","author":"chung","year":"2014","journal-title":"arXiv preprint arXiv 1412 3555"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MASSP.1986.1165342"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623612"},{"key":"ref23","first-page":"1737","article-title":"Deep learning with limited numerical precision","author":"gupta","year":"2015","journal-title":"International Conference on Machine Learning"},{"key":"ref26","article-title":"Revisiting small batch training for deep neural networks","author":"masters","year":"2018","journal-title":"arXiv preprint arXiv 1804 07612"},{"key":"ref25","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","author":"sutskever","year":"2014","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)","start":{"date-parts":[[2018,9,17]]},"location":"Aalborg","end":{"date-parts":[[2018,9,20]]}},"container-title":["2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8482103\/8516704\/08516922.pdf?arnumber=8516922","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,23]],"date-time":"2020-08-23T22:41:57Z","timestamp":1598222517000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8516922\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/mlsp.2018.8516922","relation":{},"subject":[],"published":{"date-parts":[[2018,9]]}}}