{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:23:27Z","timestamp":1740101007411,"version":"3.37.3"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program","doi-asserted-by":"publisher","award":["2018YFB1306000"],"award-info":[{"award-number":["2018YFB1306000"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,18]]},"DOI":"10.1109\/ijcnn55064.2022.9892768","type":"proceedings-article","created":{"date-parts":[[2022,9,30]],"date-time":"2022-09-30T19:56:04Z","timestamp":1664567764000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["Adaptive Shapelets Preservation for Time Series Augmentation"],"prefix":"10.1109","author":[{"given":"Pin","family":"Liu","sequence":"first","affiliation":[{"name":"Beihang University,State Key Lab of Software Development Environment (SKLSDE),Beijing,China,100191"}]},{"given":"Xiaohui","family":"Guo","sequence":"additional","affiliation":[{"name":"Hangzhou Innovation Institute, Beihang University,Hangzhou,China,310052"}]},{"given":"Pengpeng","family":"Chen","sequence":"additional","affiliation":[{"name":"Beihang University,State Key Lab of Software Development Environment (SKLSDE),Beijing,China,100191"}]},{"given":"Bin","family":"Shi","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xi&#x0027;an Jiaotong University,Xi&#x0027;an,China,710049"}]},{"given":"Tianyu","family":"Wo","sequence":"additional","affiliation":[{"name":"Beihang University,State Key Lab of Software Development Environment (SKLSDE),Beijing,China,100191"}]},{"given":"Xudong","family":"Liu","sequence":"additional","affiliation":[{"name":"Beihang University,State Key Lab of Software Development Environment (SKLSDE),Beijing,China,100191"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2019.1911747"},{"key":"ref38","article-title":"When does label smoothing help?","author":"m\u00fcller","year":"2019","journal-title":"ArXiv Preprint"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-005-5724-z"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i9.17008"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966039"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-019-00619-1"},{"key":"ref37","first-page":"6448","article-title":"Does label smoothing mitigate label noise?","author":"lukasik","year":"2020","journal-title":"International Conference on Machine Learning"},{"key":"ref36","first-page":"3903","article-title":"Revisiting knowledge distillation via label smoothing regularization","author":"li","year":"0","journal-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition"},{"key":"ref35","first-page":"3587","article-title":"Discriminative complementary-label learning with weighted loss","author":"yi","year":"2021","journal-title":"International Conference on Machine Learning"},{"key":"ref34","article-title":"Distilling the knowledge in a neural network","volume":"2","author":"hinton","year":"2015","journal-title":"ArXiv Preprint"},{"key":"ref10","first-page":"254841e","article-title":"An empirical survey of data augmentation for time series classification with neural networks","volume":"16","author":"kenji iwana","year":"2021","journal-title":"PLoS ONE"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3136755.3136817"},{"key":"ref12","article-title":"Data augmentation for time series classification using convolutional neural networks","author":"le guennec","year":"0","journal-title":"ECML\/PKDD Workshop on Adv Anal and Learn on Temporal Data"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2017.106"},{"key":"ref14","article-title":"Data augmentation using synthetic data for time series classification with deep residual networks","author":"fawaz","year":"2018","journal-title":"ArXiv Preprint"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412812"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339576"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557122"},{"key":"ref18","article-title":"Deep inside convolutional networks: Visualising image classification models and saliency maps","volume":"1","author":"simonyan","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00148"},{"key":"ref4","first-page":"4415","article-title":"U-time: A fully convolutional network for time series segmentation applied to sleep staging","volume":"32","author":"perslev","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2019.101675"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/431"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01106"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9206626"},{"key":"ref5","article-title":"Auto learning attention","volume":"33","author":"ma","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref8","first-page":"3623","article-title":"Modern neural networks generalize on small data sets","author":"olson","year":"0","journal-title":"Proceedings of the 32Nd International Conference on Neural Information Processing Systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0197-0"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2014.10.015"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/631"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2019.106587"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CSCI49370.2019.00046"},{"key":"ref22","first-page":"21","article-title":"Vocal tract length perturbation (vtlp) improves speech recognition","volume":"117","author":"jaitly","year":"0","journal-title":"Proc ICML Workshop on Deep Learning for Audio Speech and Language"},{"key":"ref21","first-page":"651","article-title":"Window-warping: A time series data augmentation of imu data for construction equipment activity identification","volume":"36","author":"rashid","year":"2019","journal-title":"ISARC Proceedings of the International Symposium on Automation and Robotics in Construction"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2015.2438544"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/s20010098"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2018.8512396"},{"key":"ref25","article-title":"Generative adversarial nets","volume":"27","author":"goodfellow","year":"2014","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2022 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2022,7,18]]},"location":"Padua, Italy","end":{"date-parts":[[2022,7,23]]}},"container-title":["2022 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9891857\/9889787\/09892768.pdf?arnumber=9892768","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T22:57:36Z","timestamp":1667516256000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9892768\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,18]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/ijcnn55064.2022.9892768","relation":{},"subject":[],"published":{"date-parts":[[2022,7,18]]}}}