{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T08:35:38Z","timestamp":1726043738905},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030130008"},{"type":"electronic","value":"9783030130015"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-13001-5_6","type":"book-chapter","created":{"date-parts":[[2019,9,9]],"date-time":"2019-09-09T10:03:29Z","timestamp":1568023409000},"page":"71-89","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Drinking Gesture Recognition from Poorly Annotated Data: A Case Study"],"prefix":"10.1007","author":[{"given":"Mathias","family":"Ciliberto","sequence":"first","affiliation":[]},{"given":"Lin","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Daniel","family":"Roggen","sequence":"additional","affiliation":[]},{"given":"Ruediger","family":"Zillmer","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,9,10]]},"reference":[{"issue":"3","key":"6_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2499621","volume":"46","author":"Andreas Bulling","year":"2014","unstructured":"Bulling A et\u00a0al (2014) A tutorial on human activity recognition using body-worn inertial sensors. ACM Comput Surv (3):1\u201333","journal-title":"ACM Computing Surveys"},{"key":"6_CR2","doi-asserted-by":"crossref","unstructured":"Ciliberto M, Wang L, Roggen D, Zillmer R (2018) A case study for human gesture recognition from poorly annotated data. In: Proceedings of the 2018 ACM international joint conference and 2018 international symposium on pervasive and ubiquitous computing and wearable computers. ACM, pp 1434\u20131443","DOI":"10.1145\/3267305.3267508"},{"key":"6_CR3","first-page":"1238","volume-title":"Advances in Intelligent Systems and Computing","author":"William Duffy","year":"2018","unstructured":"Duffy W et\u00a0al (2018) Addressing the problem of activity recognition with experience sampling and weak learning. In: Proceedings of SAI intelligent systems conference, pp 1\u20136"},{"key":"6_CR4","doi-asserted-by":"crossref","unstructured":"Gjoreski H, Roggen D (2017) Unsupervised online activity discovery using temporal behaviour assumption. In: Proceedings of the ACM international symposium on wearable computers, pp 42\u201349","DOI":"10.1145\/3123021.3123044"},{"issue":"1","key":"6_CR5","doi-asserted-by":"publisher","first-page":"100","DOI":"10.2307\/2346830","volume":"28","author":"J. A. Hartigan","year":"1979","unstructured":"Hartigan JA, Wong MA (1979) Algorithm AS 136: A k-means clustering algorithm. J R Stat Society Ser C (Appl Stat) (1):100\u2013108","journal-title":"Applied Statistics"},{"issue":"14","key":"6_CR6","doi-asserted-by":"publisher","first-page":"6067","DOI":"10.1016\/j.eswa.2014.04.037","volume":"41","author":"Yongjin Kwon","year":"2014","unstructured":"Kwon Y et\u00a0al (2014) Unsupervised learning for human activity recognition using smartphone sensors. Expert Syst Appl (14):6067\u20136074","journal-title":"Expert Systems with Applications"},{"key":"6_CR7","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1007\/978-3-662-03315-9_9","volume-title":"Genetic Algorithms + Data Structures = Evolution Programs","author":"Zbigniew Michalewicz","year":"1996","unstructured":"Michalewicz Z (1996) Evolution strategies and other methods. Genetic algorithms + data structures = evolution programs. Springer, Berlin, Heidelberg, pp 159\u2013177"},{"issue":"3","key":"6_CR8","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1109\/TSMCC.2007.893280","volume":"37","author":"Sushmita Mitra","year":"2007","unstructured":"Mitra S et\u00a0al (2007) Gesture recognition: A survey. IEEE Trans Syst Man Cybern Part C: Appl Rev (3):311\u2013324","journal-title":"IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews)"},{"key":"6_CR9","unstructured":"Nguyen-Dinh\u00a0\u00a0LV et\u00a0al (2012) Improving online gesture recognition with template matching methods in accelerometer data. In: International conference on intelligent systems design and applications, pp 831\u2013836"},{"key":"6_CR10","unstructured":"Nguyen-Dinh LV et\u00a0al (2014) Robust online gesture recognition with crowdsourced annotations. J Mach Learn Res 3187\u20133220"},{"issue":"11","key":"6_CR11","doi-asserted-by":"publisher","first-page":"2270","DOI":"10.1109\/TPAMI.2016.2637350","volume":"39","author":"Long-Van Nguyen-Dinh","year":"2017","unstructured":"Nguyen-Dinh LV et\u00a0al (2017) Supporting One-Time Point Annotations for Gesture Recognition. IEEE Trans Pattern Anal Mach Intell (11):2270. \n                    http:\/\/ieeexplore.ieee.org\/document\/7778186\/","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"6_CR12","unstructured":"Roggen D et\u00a0al (2010) Collecting complex activity datasets in highly rich networked sensor environments. In: Proceedings of international conference on networked sensing systems, pp 233\u2013240"},{"key":"6_CR13","unstructured":"Stikic M et\u00a0al (2008) Exploring semi-supervised and active learning for activity recognition. In: IEEE international symposium on wearable computers, pp 81\u201388"},{"key":"6_CR14","unstructured":"Stikic M et\u00a0al (2009) Activity Recognition from Sparsely Labeled Data Using Multi-Instance Learning. In: International symposium on location- and context-awareness. IEEE, pp 156\u2013173"},{"key":"6_CR15","unstructured":"Zhang X et\u00a0al (2011) A framework for hand gesture recognition based on accelerometer and EMG sensors. IEEE Trans Syst Man Cybern Part A: Syst Humans (6):1064\u20131076"},{"issue":"8","key":"6_CR16","doi-asserted-by":"publisher","first-page":"2057","DOI":"10.1007\/s00779-014-0760-9","volume":"18","author":"R\u00fcdiger Zillmer","year":"2014","unstructured":"Zillmer R et\u00a0al (2014) A robust device for large-scale monitoring of bar soap usage in free-living conditions. Pers Ubiquitous Comput (8):2057\u20132064","journal-title":"Personal and Ubiquitous Computing"}],"container-title":["Springer Series in Adaptive Environments","Human Activity Sensing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-13001-5_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,9]],"date-time":"2019-09-09T10:19:18Z","timestamp":1568024358000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-13001-5_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030130008","9783030130015"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-13001-5_6","relation":{},"ISSN":["2522-5529","2522-5537"],"issn-type":[{"type":"print","value":"2522-5529"},{"type":"electronic","value":"2522-5537"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"10 September 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}