{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T08:30:34Z","timestamp":1743150634115,"version":"3.40.3"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031138690"},{"type":"electronic","value":"9783031138706"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"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":[[2022]]},"DOI":"10.1007\/978-3-031-13870-6_22","type":"book-chapter","created":{"date-parts":[[2022,8,14]],"date-time":"2022-08-14T09:03:13Z","timestamp":1660467793000},"page":"267-276","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Deep Discriminant Non-negative Matrix Factorization Method for Image Clustering"],"prefix":"10.1007","author":[{"given":"Kexin","family":"Xie","sequence":"first","affiliation":[]},{"given":"Wen-Sheng","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Binbin","family":"Pan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,8,15]]},"reference":[{"issue":"6755","key":"22_CR1","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"DD Lee","year":"1999","unstructured":"Lee, D.D., Seung, H.S.: Learning the parts of objects by non-negative matrix factorization. Nature 401(6755), 788\u2013791 (1999)","journal-title":"Nature"},{"key":"22_CR2","unstructured":"Lee, D., Seung, H.S.: Algorithms for non-negative matrix factorization. Advances in Neural Information Processing Systems 13 (2000)"},{"key":"22_CR3","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/j.image.2018.01.001","volume":"62","author":"W Zhu","year":"2018","unstructured":"Zhu, W., Yan, Y.: Label and orthogonality regularized non-negative matrix factorization for image classification. Sig. Process. Image Commun. 62, 139\u2013148 (2018)","journal-title":"Sig. Process. Image Commun."},{"issue":"6","key":"22_CR4","doi-asserted-by":"publisher","first-page":"1897","DOI":"10.1109\/TPAMI.2019.2962679","volume":"43","author":"Y Zhao","year":"2019","unstructured":"Zhao, Y., Wang, H., Pei, J.: Deep non-negative matrix factorization architecture based on underlying basis images learning. IEEE Trans. Pattern Anal. Mach. Intell. 43(6), 1897\u20131913 (2019)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"1","key":"22_CR5","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1080\/09540091.2021.1988904","volume":"34","author":"WS Chen","year":"2022","unstructured":"Chen, W.S., Ge, X., Pan, B.: A novel general kernel-based non-negative matrix factorisation approach for face recognition. Connect. Sci. 34(1), 785\u2013810 (2022)","journal-title":"Connect. Sci."},{"key":"22_CR6","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3154030","author":"P Deng","year":"2022","unstructured":"Deng, P., Li, T., Wang, H., Wang, D., Horng, S.J., Liu, R.: Graph regularized sparse non-negative matrix factorization for clustering. IEEE Trans. Comput. Soc. Syst. (2022). https:\/\/doi.org\/10.1109\/TCSS.2022.3154030","journal-title":"IEEE Trans. Comput. Soc. Syst."},{"issue":"11","key":"22_CR7","doi-asserted-by":"publisher","first-page":"3840","DOI":"10.1109\/TCYB.2016.2585355","volume":"47","author":"X Li","year":"2016","unstructured":"Li, X., Cui, G., Dong, Y.: Graph regularized non-negative low-rank matrix factorization for image clustering. IEEE Trans. Cybern. 47(11), 3840\u20133853 (2016)","journal-title":"IEEE Trans. Cybern."},{"key":"22_CR8","doi-asserted-by":"crossref","unstructured":"Zeng, Q., Chen, W.S., Pan, B.: Bp neural network-based deep non-negative matrix factorization for image clustering. In: International Conference on Intelligent Computing, pp. 378\u2013387. Springer (2020)","DOI":"10.1007\/978-3-030-60796-8_32"},{"key":"22_CR9","unstructured":"Ahn, J.H., Kim, S., Oh, J.H., Choi, S.: Multiple nonnegative-matrix factorization of dynamic pet images. In: Proceedings of Asian Conference on Computer Vision, pp. 1009\u20131013. Citeseer (2004)"},{"issue":"16","key":"22_CR10","doi-asserted-by":"publisher","first-page":"947","DOI":"10.1049\/el:20060983","volume":"42","author":"A Cichocki","year":"2006","unstructured":"Cichocki, A., Zdunek, R.: Multilayer nonnegative matrix factorisation. Electron. Lett. 42(16), 947\u2013948 (2006)","journal-title":"Electron. Lett."},{"key":"22_CR11","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1016\/j.neucom.2021.01.028","volume":"440","author":"Y Yuan","year":"2021","unstructured":"Yuan, Y., Zhang, Z., Liu, G.: A novel hyperspectral unmixing model based on multilayer nmf with hoyer\u2019s projection. Neurocomputing 440, 145\u2013158 (2021)","journal-title":"Neurocomputing"},{"issue":"6088","key":"22_CR12","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1038\/323533a0","volume":"323","author":"DE Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning representations by back- propagating errors. Nature 323(6088), 533\u2013536 (1986)","journal-title":"Nature"}],"container-title":["Lecture Notes in Computer Science","Intelligent Computing Theories and Application"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-13870-6_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,7]],"date-time":"2024-03-07T16:55:48Z","timestamp":1709830548000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-13870-6_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031138690","9783031138706"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-13870-6_22","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"15 August 2022","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":"Xi'an","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 August 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 August 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icic2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ic-icc.cn\/2022\/index.htm","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Open","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"IC-ICC-CN","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"449","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"209","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"47% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.5","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}