{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T21:10:03Z","timestamp":1748553003972,"version":"3.41.0"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319218366"},{"type":"electronic","value":"9783319218373"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-21837-3_76","type":"book-chapter","created":{"date-parts":[[2015,7,31]],"date-time":"2015-07-31T13:40:31Z","timestamp":1438350031000},"page":"778-787","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Motion Recognition by Using a Stacked Autoencoder-Based Deep Learning Algorithm with Smart Phones"],"prefix":"10.1007","author":[{"given":"Xi","family":"Zhou","sequence":"first","affiliation":[]},{"given":"Junqi","family":"Guo","sequence":"additional","affiliation":[]},{"given":"Shenling","family":"Wang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,8,1]]},"reference":[{"key":"76_CR1","unstructured":"Android: public abstract class sensormanager extends object. http:\/\/developer.android.com\/reference\/android\/hardware\/SensorManager.html"},{"key":"76_CR2","doi-asserted-by":"crossref","unstructured":"Bai, L., Pepper, M., Yana, Y., Spurgeon, S., Sakel, M.: Application of low cost inertial sensors to human motion analysis. In: 2012 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), pp. 1280\u20131285, May 2012","DOI":"10.1109\/I2MTC.2012.6229349"},{"key":"76_CR3","doi-asserted-by":"crossref","unstructured":"Chen, S.Y., Lee, W.T., Chao, H.C., Huang, Y.M., Lai, C.F.: Adaptive reconstruction of human motion on wireless body sensor networks. In: 2011 International Conference on Wireless Communications and Signal Processing (WCSP), pp. 1\u20135, November 2011","DOI":"10.1109\/WCSP.2011.6096954"},{"key":"76_CR4","doi-asserted-by":"publisher","first-page":"514","DOI":"10.1109\/ACCESS.2014.2325029","volume":"2","author":"XW Chen","year":"2014","unstructured":"Chen, X.W., Lin, X.: Big data deep learning: challenges and perspectives. IEEE Access 2, 514\u2013525 (2014)","journal-title":"IEEE Access"},{"key":"76_CR5","doi-asserted-by":"crossref","unstructured":"Cho, H., Kim, S., Baek, J., Fisher, P.: Motion recognition with smart phone embedded 3-axis accelerometer sensor. In: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 919\u2013924, October 2012","DOI":"10.1109\/ICSMC.2012.6377845"},{"key":"76_CR6","doi-asserted-by":"crossref","unstructured":"Chu, H.C., Cheng, Y.C., Tsai, H.Y.: A study of motion recognition system using a smart phone. In: 2011 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 3409\u20133414, October 2011","DOI":"10.1109\/ICSMC.2011.6084196"},{"issue":"7","key":"76_CR7","doi-asserted-by":"publisher","first-page":"1527","DOI":"10.1162\/neco.2006.18.7.1527","volume":"18","author":"G Hinton","year":"2006","unstructured":"Hinton, G., Osindero, S., Teh, Y.: A fast learning algorithm for deep belief nets. Neural Comput. 18(7), 1527\u20131554 (2006)","journal-title":"Neural Comput."},{"key":"76_CR8","doi-asserted-by":"crossref","unstructured":"Ito, T.: Walking motion analysis using 3d acceleration sensors. In: Second UKSIM European Symposium on Computer Modeling and Simulation, EMS 2008, pp. 123\u2013128, September 2008","DOI":"10.1109\/EMS.2008.95"},{"issue":"1","key":"76_CR9","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1109\/TPAMI.2012.59","volume":"35","author":"S Ji","year":"2013","unstructured":"Ji, S., Xu, W., Yang, M., Yu, K.: 3D convolutional neural networks for human action recognition. IEEE Trans. Pattern Anal. Mach. Intell. 35(1), 221\u2013231 (2013)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"76_CR10","doi-asserted-by":"crossref","unstructured":"Liang, Z., Zhang, G., Huang, J., Hu, Q.: Deep learning for healthcare decision making with emrs. In: 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 556\u2013559, November 2014","DOI":"10.1109\/BIBM.2014.6999219"},{"key":"76_CR11","doi-asserted-by":"crossref","unstructured":"Liu, H., Taniguchi, T.: Feature extraction and pattern recognition for human motion by a deep sparse autoencoder. In: 2014 IEEE International Conference on Computer and Information Technology (CIT), pp. 173\u2013181, September 2014","DOI":"10.1109\/CIT.2014.144"},{"key":"76_CR12","doi-asserted-by":"crossref","unstructured":"Liu, T., Inoue, Y., Shibata, K.: A wearable sensor system for human motion analysis and humanoid robot control. In: IEEE International Conference on Robotics and Biomimetics ROBIO 2006, pp. 43\u201348, December 2006","DOI":"10.1109\/ROBIO.2006.340276"},{"key":"76_CR13","doi-asserted-by":"crossref","unstructured":"Liu, T., Inoue, Y., Shibata, K.: Measurement of muscle motion for improving accuracy of body-mounted motion sensor. In: 2008 IEEE\/ASME International Conference on Advanced Intelligent Mechatronics AIM 2008, pp. 1325\u20131330, July 2008","DOI":"10.1109\/AIM.2008.4601854"},{"key":"76_CR14","doi-asserted-by":"crossref","unstructured":"Nishimura, T., Sogo, T., Oka, R., Ishiguro, H.: Recognition of human motion behaviors using multiple omni-directional vision sensors. In: 2000 26th Annual Conference of the IEEE Industrial Electronics Society IECON 2000, vol. 4, pp. 2553\u20132558 (2000)","DOI":"10.1109\/IECON.2000.972400"},{"key":"76_CR15","doi-asserted-by":"crossref","unstructured":"Qi, Y., Soh, C.B., Gunawan, E., Low, K.S.: A wearable wireless ultrasonic sensor network for human arm motion tracking. In: 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 5960\u20135963, August 2014","DOI":"10.1109\/EMBC.2014.6944986"},{"key":"76_CR16","doi-asserted-by":"crossref","unstructured":"Qi, Y., Wang, Y., Zheng, X., Wu, Z.: Robust feature learning by stacked autoencoder with maximum correntropy criterion. In: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6716\u20136720, May 2014","DOI":"10.1109\/ICASSP.2014.6854900"},{"key":"76_CR17","doi-asserted-by":"crossref","unstructured":"Xu, Y., Mo, T., Feng, Q., Zhong, P., Lai, M., Chang, E.C.: Deep learning of feature representation with multiple instance learning for medical image analysis. In: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1626\u20131630, May 2014","DOI":"10.1109\/ICASSP.2014.6853873"},{"key":"76_CR18","unstructured":"Zhang, M., Xu, W., Sawchuk, A., Sarrafzadeh, M.: Sparse representation for motion primitive-based human activity modeling and recognition using wearable sensors. In: 2012 21st International Conference on Pattern Recognition (ICPR), pp. 1807\u20131810, November 2012"},{"key":"76_CR19","doi-asserted-by":"crossref","unstructured":"Zhou, H., Wang, L., Suter, D.: Human motion recognition using gaussian processes classification. In: 2008 19th International Conference on Pattern Recognition ICPR 2008, pp. 1\u20134, December 2008","DOI":"10.1109\/ICPR.2008.4761140"}],"container-title":["Lecture Notes in Computer Science","Wireless Algorithms, Systems, and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-21837-3_76","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T20:48:48Z","timestamp":1748551728000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-21837-3_76"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319218366","9783319218373"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-21837-3_76","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"1 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}