{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T06:15:25Z","timestamp":1783923325076,"version":"3.55.0"},"publisher-location":"Singapore","reference-count":16,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819234370","type":"print"},{"value":"9789819234387","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T00:00:00Z","timestamp":1783987200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T00:00:00Z","timestamp":1783987200000},"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":[[2027]]},"DOI":"10.1007\/978-981-92-3438-7_3","type":"book-chapter","created":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T05:44:24Z","timestamp":1783921464000},"page":"25-36","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Multi-domain Vibration Imaging and Multi-scale Attention CNN for Cross-Condition Bearing Fault Diagnosis"],"prefix":"10.1007","author":[{"given":"Xiaoli","family":"Guo","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xin","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guang","family":"Huo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,14]]},"reference":[{"issue":"2","key":"3_CR1","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1016\/j.ymssp.2010.07.017","volume":"25","author":"RB Randall","year":"2011","unstructured":"Randall, R.B., Antoni, J.: Rolling element bearing diagnostics\u2014a tutorial. Mech. Syst. Signal Process. 25(2), 485\u2013520 (2011)","journal-title":"Mech. Syst. Signal Process."},{"key":"3_CR2","doi-asserted-by":"publisher","first-page":"837","DOI":"10.1016\/j.neucom.2015.07.020","volume":"171","author":"J Qu","year":"2016","unstructured":"Qu, J., Zhang, Z., Gong, T.: A novel intelligent method for mechanical fault diagnosis based on dual-tree complex wavelet packet transform and multiple classifier fusion. Neurocomputing. 171, 837\u2013853 (2016)","journal-title":"Neurocomputing"},{"issue":"4","key":"3_CR3","doi-asserted-by":"publisher","first-page":"1203","DOI":"10.3390\/s18041203","volume":"18","author":"B Pang","year":"2018","unstructured":"Pang, B., Tang, G., Tian, T., et al.: Rolling bearing fault diagnosis based on an improved HTT transform. Sensors. 18(4), 1203 (2018)","journal-title":"Sensors"},{"key":"3_CR4","doi-asserted-by":"publisher","first-page":"120297","DOI":"10.1109\/ACCESS.2021.3108972","volume":"9","author":"H Cui","year":"2021","unstructured":"Cui, H., Guan, Y., Chen, H.: Rolling element fault diagnosis based on VMD and sensitivity MCKD. IEEE Access. 9, 120297\u2013120308 (2021)","journal-title":"IEEE Access"},{"issue":"11","key":"3_CR5","doi-asserted-by":"publisher","first-page":"7067","DOI":"10.1109\/TIE.2016.2582729","volume":"63","author":"T Ince","year":"2016","unstructured":"Ince, T., Kiranyaz, S., Eren, L., et al.: Real-time motor fault detection by 1-D convolutional neural networks. IEEE Trans. Ind. Electron. 63(11), 7067\u20137075 (2016)","journal-title":"IEEE Trans. Ind. Electron."},{"key":"3_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.measurement.2017.07.017","volume":"111","author":"L Jing","year":"2017","unstructured":"Jing, L., Zhao, M., Li, P., et al.: A convolutional neural network based feature learning and fault diagnosis method for gearbox condition monitoring. Measurement. 111, 1\u201310 (2017)","journal-title":"Measurement"},{"issue":"4","key":"3_CR7","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1007\/s10845-020-01600-2","volume":"32","author":"X Chen","year":"2021","unstructured":"Chen, X., Zhang, B., Gao, D.: Bearing fault diagnosis based on multi-scale CNN and LSTM model. J. Intell. Manuf. 32(4), 971\u2013987 (2021)","journal-title":"J. Intell. Manuf."},{"key":"3_CR8","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1109\/DDCLS61622.2024.10606566","volume-title":"2024 IEEE 13th Data Driven Control and Learning Systems Conference (DDCLS)","author":"Y Li","year":"2024","unstructured":"Li, Y., Ma, J.: Rolling bearing fault diagnosis based on channel attention multi-scale convolution-BiLSTM network. In: 2024 IEEE 13th Data Driven Control and Learning Systems Conference (DDCLS), pp. 61\u201366 (2024)"},{"key":"3_CR9","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1109\/ICMA65362.2025.11120800","volume-title":"2025 IEEE International Conference on Mechatronics and Automation (ICMA)","author":"K Ma","year":"2025","unstructured":"Ma, K., Wu, S., Kong, D., Wang, X.: Rolling bearing fault diagnosis based on VMD-CNN-SLSTM model. In: 2025 IEEE International Conference on Mechatronics and Automation (ICMA), pp. 78\u201384 (2025)"},{"issue":"1","key":"3_CR10","doi-asserted-by":"publisher","first-page":"494","DOI":"10.1109\/TIE.2014.2327555","volume":"62","author":"M Amar","year":"2015","unstructured":"Amar, M., Gondal, I., Wilson, C.: Vibration spectrum imaging: a novel bearing fault classification approach. IEEE Trans. Ind. Electron. 62(1), 494\u2013502 (2015)","journal-title":"IEEE Trans. Ind. Electron."},{"key":"3_CR11","doi-asserted-by":"publisher","first-page":"42373","DOI":"10.1109\/ACCESS.2019.2907131","volume":"7","author":"J Wang","year":"2019","unstructured":"Wang, J., Mo, Z., Zhang, H., et al.: A deep learning method for bearing fault diagnosis based on time-frequency image. IEEE Access. 7, 42373\u201342383 (2019)","journal-title":"IEEE Access"},{"issue":"6","key":"3_CR12","doi-asserted-by":"publisher","first-page":"4696","DOI":"10.1109\/TIE.2018.2866050","volume":"66","author":"M Zhao","year":"2019","unstructured":"Zhao, M., Kang, M., Tang, B., et al.: Multiple wavelet coefficients fusion in deep residual networks for fault diagnosis. IEEE Trans. Ind. Electron. 66(6), 4696\u20134706 (2019)","journal-title":"IEEE Trans. Ind. Electron."},{"key":"3_CR13","doi-asserted-by":"publisher","first-page":"620","DOI":"10.1016\/j.measurement.2019.02.075","volume":"138","author":"MJ Hasan","year":"2019","unstructured":"Hasan, M.J., Islam, M.M.M., Kim, J.M.: Acoustic spectral imaging and transfer learning for reliable bearing fault diagnosis under variable speed conditions. Measurement. 138, 620\u2013631 (2019)","journal-title":"Measurement"},{"issue":"9","key":"3_CR14","doi-asserted-by":"publisher","first-page":"8005","DOI":"10.1109\/TIE.2019.2942548","volume":"67","author":"S Guo","year":"2019","unstructured":"Guo, S., Zhang, B., Yang, T., et al.: Multitask convolutional neural network with information fusion for bearing fault diagnosis and localization. IEEE Trans. Ind. Electron. 67(9), 8005\u20138015 (2019)","journal-title":"IEEE Trans. Ind. Electron."},{"key":"3_CR15","doi-asserted-by":"publisher","first-page":"78502","DOI":"10.1109\/ACCESS.2022.3192441","volume":"10","author":"Z Zhang","year":"2022","unstructured":"Zhang, Z., Zhou, F., Li, S.: A cross working condition multiscale recursive feature fusion method for fault diagnosis of rolling bearing in multiple working conditions. IEEE Access. 10, 78502\u201378518 (2022)","journal-title":"IEEE Access"},{"key":"3_CR16","first-page":"1","volume":"74","author":"S Zhang","year":"2025","unstructured":"Zhang, S., Zhang, R., Zhao, L., Zhang, H., Ren, H., Liu, Z.: A CNN-MFKAN-based fault diagnosis method for rolling bearings under multiple working conditions. IEEE Trans. Instrum. Meas. 74, 1\u201313 (2025)","journal-title":"IEEE Trans. Instrum. Meas."}],"container-title":["Lecture Notes in Computer Science","Advanced Intelligent Computing Technology and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-92-3438-7_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T05:44:25Z","timestamp":1783921465000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-92-3438-7_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,14]]},"ISBN":["9789819234370","9789819234387"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-981-92-3438-7_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,14]]},"assertion":[{"value":"14 July 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Toronto","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 July 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 July 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icic2026a","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ic-icc.cn\/2026\/index.htm","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}