{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T05:46:03Z","timestamp":1779169563474,"version":"3.51.4"},"reference-count":44,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2022,11,27]],"date-time":"2022-11-27T00:00:00Z","timestamp":1669507200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,11,27]],"date-time":"2022-11-27T00:00:00Z","timestamp":1669507200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61603159"],"award-info":[{"award-number":["61603159"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62162033"],"award-info":[{"award-number":["62162033"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U21B2027"],"award-info":[{"award-number":["U21B2027"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U1836218"],"award-info":[{"award-number":["U1836218"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2023,3]]},"DOI":"10.1007\/s00521-022-08006-6","type":"journal-article","created":{"date-parts":[[2022,11,27]],"date-time":"2022-11-27T20:13:19Z","timestamp":1669579999000},"page":"6665-6684","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":20,"title":["Robust supervised matrix factorization hashing with application to cross-modal retrieval"],"prefix":"10.1007","volume":"35","author":[{"given":"Zhenqiu","family":"Shu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kailing","family":"Yong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Donglin","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhengtao","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao-Jun","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,11,27]]},"reference":[{"key":"8006_CR1","doi-asserted-by":"crossref","unstructured":"Yang E, Deng C, Liu W et al (2017) Pairwise relationship guided deep hashing for cross-modal retrieval. In: Proceedings of the AAAI conference on artificial intelligence, pp 1618\u20131625","DOI":"10.1609\/aaai.v31i1.10719"},{"key":"8006_CR2","doi-asserted-by":"crossref","unstructured":"Yang E, Deng C, Li C et al (2018) Shared predictive cross-modal deep quantization. In: IEEE transactions on neural networks and learning systems, pp 1\u201312","DOI":"10.1109\/TNNLS.2018.2793863"},{"key":"8006_CR3","doi-asserted-by":"crossref","unstructured":"Shu Z, Li L, Yu J et al (2022) Online supervised collective matrix factorization hashing for cross-modal retrieval. In: Applied intelligence, pp 1\u201318","DOI":"10.1007\/s10489-022-04189-6"},{"key":"8006_CR4","doi-asserted-by":"crossref","unstructured":"Shu Z, Yong K, Yu J et al (2022) Discrete asymmetric zero-shot hashing with application to cross-modal retrieval. In: Neurocomputing, pp 366\u2013379","DOI":"10.1016\/j.neucom.2022.09.037"},{"key":"8006_CR5","doi-asserted-by":"crossref","unstructured":"Zhang D, Wu X, Yin H et al (2022) MOON: multi-hash codes joint learning for cross-media retrieval. In: Pattern recognition letters, pp 19\u201325","DOI":"10.1016\/j.patrec.2021.07.018"},{"key":"8006_CR6","doi-asserted-by":"crossref","unstructured":"Shu Z, Bai Y, Zhang D et al (2022) Specific class center guided deep hashing for cross-modal retrieval. In: Information sciences, pp 304\u2013318","DOI":"10.1016\/j.ins.2022.07.095"},{"key":"8006_CR7","doi-asserted-by":"crossref","unstructured":"Deng C, Yang E, Liu T et al (2019) Unsupervised semantic-preserving adversarial hashing for image search. In: IEEE transactions on image processing, pp 4032\u20134044","DOI":"10.1109\/TIP.2019.2903661"},{"key":"8006_CR8","unstructured":"Deng C, Yang E, Liu T et al (2019) Two-stream deep hashing with class-specific centers for supervised image search. In: IEEE transactions on neural networks and learning systems, pp 1\u201313"},{"key":"8006_CR9","doi-asserted-by":"crossref","unstructured":"Yu J, Zhang D, Shu Z et al (2022) Adaptive multi-modal fusion hashing via Hadamard matrix. In: Applied intelligence, pp 1\u201315","DOI":"10.1007\/s10489-022-03367-w"},{"key":"8006_CR10","unstructured":"Gionis A, Indyk P, Motwani R et al (1999) Similarity search in high dimensions via hashing. In: Proceedings of the 25th VLDB conference, pp 518\u2013529"},{"key":"8006_CR11","unstructured":"Weiss Y, Torralba A, Fergus R (2009) Spectral hashing. In: Advances in neural information processing systems, pp 1753\u20131760"},{"key":"8006_CR12","doi-asserted-by":"crossref","unstructured":"Zhu X, Huang Z, Cheng H et al (2013) Sparse hashing for fast multimedia search. In: ACM transactions on information systems, pp 1\u201324","DOI":"10.1145\/2457465.2457469"},{"key":"8006_CR13","doi-asserted-by":"crossref","unstructured":"Zhu X, Huang Z, Shen HT et al (2013) Linear cross-modal hashing for efficient multimedia search. In: ACM international conference on multimedia, pp 143\u2013152","DOI":"10.1145\/2502081.2502107"},{"key":"8006_CR14","doi-asserted-by":"crossref","unstructured":"Song J, Yang Y, Yang Y et al (2013) Inter-media hashing for large-scale retrieval from heterogeneous data sources. In: ACM international conference on multimedia of data, pp 785\u2013796","DOI":"10.1145\/2463676.2465274"},{"key":"8006_CR15","doi-asserted-by":"crossref","unstructured":"Zheng F, Tang Y, Shao L (2018) Hetero-manifold regularization for cross-modal hashing. In: IEEE transactions on pattern analysis and machine intelligence, pp 1059\u20131071","DOI":"10.1109\/TPAMI.2016.2645565"},{"key":"8006_CR16","doi-asserted-by":"crossref","unstructured":"Wu F, Yu Z, Yang Y et al (2014) Sparse multi-modal hashing. In: IEEE transactions on multimedia, pp 427\u2013439","DOI":"10.1109\/TMM.2013.2291214"},{"key":"8006_CR17","doi-asserted-by":"crossref","unstructured":"Ding G, Guo Y, Zhou J (2014) Collective matrix factorization hashing for multimodal data. In: IEEE conference on computer vision and pattern recognition, pp 2083\u20132090","DOI":"10.1109\/CVPR.2014.267"},{"key":"8006_CR18","unstructured":"Wang D, Gao X, Wang X et al (2015) Semantic topic multimodal hashing for cross-media retrieval. In: International joint conference on artificial intelligence, pp 3890\u20133896"},{"key":"8006_CR19","doi-asserted-by":"crossref","unstructured":"Wang D, Wang Q, He L et al (2020) Joint and individual matrix factorization hashing for large- scale cross-modal retrieval. In: Pattern recognition, pp 1\u201312","DOI":"10.1016\/j.patcog.2020.107479"},{"key":"8006_CR20","doi-asserted-by":"crossref","unstructured":"Zhou J, Ding G, Guo Y (2014) Latent semantic sparse hashing for cross-modal similarity search. In: ACM SIGIR conference on research and development in information retrieval, pp 415\u2013424","DOI":"10.1145\/2600428.2609610"},{"key":"8006_CR21","doi-asserted-by":"crossref","unstructured":"Wang D, Wang Q, Gao X (2018) Robust and flexible discrete hashing for cross\u2013modal similarity search. In: IEEE transactions on circuits and systems for video technology, pp 2703\u20132715","DOI":"10.1109\/TCSVT.2017.2723302"},{"key":"8006_CR22","doi-asserted-by":"crossref","unstructured":"Yao T, Li Y, Guan W et al (2021) Discrete robust matrix factorization hashing for large-scale cross-media retrieval. In: IEEE transactions on knowledge and data engineering, pp 1\u201312","DOI":"10.1109\/TKDE.2021.3107489"},{"key":"8006_CR23","doi-asserted-by":"crossref","unstructured":"Bronstein MM, Bronstein AM, Michel F et al (2010) Data fusion through cross-modality metric learning using similarity-sensitive hashing. In: IEEE conference on computer vision and pattern recognition, pp 3594\u20133601","DOI":"10.1109\/CVPR.2010.5539928"},{"key":"8006_CR24","unstructured":"Kumar S, Udupa R (2011) Learning hash functions for cross-view similarity search. In: International joint conference on artificial intelligence, pp 1360\u20131367"},{"key":"8006_CR25","doi-asserted-by":"crossref","unstructured":"Zhang D, Li W-J (2014) Large-scale supervised multimodal hashing with semantic correlation maximization. In: Proceedings of the AAAI conference on artificial intelligence, pp 2177\u20132183","DOI":"10.1609\/aaai.v28i1.8995"},{"key":"8006_CR26","doi-asserted-by":"crossref","unstructured":"Lin Z, Ding G, Hu M et al (2015) Semantics-preserving hashing for cross-view retrieval. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 3864\u20133872","DOI":"10.1109\/CVPR.2015.7299011"},{"key":"8006_CR27","doi-asserted-by":"crossref","unstructured":"Tang J, Wang K, Shao L (2016) Supervised matrix factorization hashing for cross\u2013modal retrieval. In: IEEE transactions on image processing, pp 3157\u20133166","DOI":"10.1109\/TIP.2016.2564638"},{"key":"8006_CR28","doi-asserted-by":"crossref","unstructured":"Mandal D, Chaudhury KN, Biswas S (2017) Generalized semantic preserving hashing for n-label cross-modal retrieval. In: IEEE conference on computer vision and pattern recognition, pp 4076\u20134084","DOI":"10.1109\/CVPR.2017.282"},{"key":"8006_CR29","doi-asserted-by":"crossref","unstructured":"Wang D, Gao X, Wang X et al (2018) Label consistent matrix factorization hashing for large-scale cross-modal similarity search. In: IEEE transactions on pattern analysis and machine intelligence, pp 2466\u20132479","DOI":"10.1109\/TPAMI.2018.2861000"},{"key":"8006_CR30","doi-asserted-by":"crossref","unstructured":"Xue F, Wang W, Zhou W et al (2020) Cross-modal retrieval via label category supervised matrix factorization hashing. In: Pattern recognition letters, pp 469\u2013475","DOI":"10.1016\/j.patrec.2020.08.007"},{"key":"8006_CR31","doi-asserted-by":"crossref","unstructured":"Zhang D, Wu X, Yu J (2021) Label consistent flexible matrix factorization hashing for efficient cross-modal retrieval. In: ACM transactions on multimedia computing communications and applications, pp 1\u201318","DOI":"10.1145\/3446774"},{"key":"8006_CR32","doi-asserted-by":"crossref","unstructured":"Obozinski G, Taskar B, Jordan MI (2010) Joint covariate selection and joint subspace selection for multiple classification problems. In: Statistics and computing,\u00a0pp 231\u2013252","DOI":"10.1007\/s11222-008-9111-x"},{"key":"8006_CR33","doi-asserted-by":"crossref","unstructured":"Kong D, Huang H, Huang H (2011) Robust nonnegative matrix factorization using L2,1-norm. In: ACM international conference on information and knowledge management, pp 673\u2013682","DOI":"10.1145\/2063576.2063676"},{"key":"8006_CR34","doi-asserted-by":"crossref","unstructured":"Lai Z, Chen Y, Wu J et al (2018) Jointly sparse hashing for image retrieval. In: IEEE transactions on image processing, pp 6147\u20136158","DOI":"10.1109\/TIP.2018.2867956"},{"key":"8006_CR35","doi-asserted-by":"crossref","unstructured":"Li C-X, Chen Z-D, Zhang P-F et al (2018) SCRATCH: a scalable discrete matrix factorization hashing for cross-modal retrieval. In: ACM international conference on multimedia, pp 1\u20139","DOI":"10.1145\/3240508.3240547"},{"key":"8006_CR36","doi-asserted-by":"crossref","unstructured":"Shen F, Shen C, Liu W et al (2015) Supervised discrete hashing. In: IEEE conference on computer vision and pattern recognition, pp 37\u201345","DOI":"10.1109\/CVPR.2015.7298598"},{"key":"8006_CR37","doi-asserted-by":"crossref","unstructured":"Russell BC, Torralba A, Murphy KP et al (2008) LabelMe: a database and web-based tool for image annotation. In: International Journal of Computer Vision,\u00a0pp 157\u2013173","DOI":"10.1007\/s11263-007-0090-8"},{"key":"8006_CR38","unstructured":"Seewald AK (2005) Digits\u2013a dataset for handwritten digit recognition. In: Austrian research institut for artificial intelligence technical report, Vienna (Austria)"},{"key":"8006_CR39","unstructured":"Rashtchian C, Young P, Hodosh M et al (2010) Collecting image annotations using amazon\u2019s mechanical turk. In: Proceedings of the NAACL HLT 2010 workshop on creating speech and language data with Amazon\u2019s Mechanical Turk, pp 139\u2013147"},{"key":"8006_CR40","doi-asserted-by":"crossref","unstructured":"Rasiwasia N, Pereira J, Coviello E et al (2010) A new approach to cross-modal multimedia retrieval. In: ACM international conference on multimedia, pp 251\u2013260","DOI":"10.1145\/1873951.1873987"},{"key":"8006_CR41","unstructured":"Rupnik J, Shawe-Taylor J (2010) Multi-view canonical correlation analysis. In: Proceedings of the conference on data mining and data warehouses, pp 1\u20134"},{"key":"8006_CR42","doi-asserted-by":"crossref","unstructured":"Wang D, Wang Q, An Y et al (2020) Online collective matrix factorization hashing for large-scale cross-media retrieval. In: ACM SIGIR conference on research and development in information retrieval, pp 1409\u20131418","DOI":"10.1145\/3397271.3401132"},{"key":"8006_CR43","doi-asserted-by":"crossref","unstructured":"Xu X, Shen F et al (2017) Learning discriminative binary codes for large-scale cross-modal retrieval. In: IEEE transactions on image processing,\u00a0pp 2494\u20132507","DOI":"10.1109\/TIP.2017.2676345"},{"key":"8006_CR44","volume-title":"Modern information retrieval","author":"R Baeza-Yates","year":"1999","unstructured":"Baeza-Yates R, Ribeiro-Neto B (1999) Modern information retrieval. Addison Wesley"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-022-08006-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-022-08006-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-022-08006-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,28]],"date-time":"2023-02-28T20:31:43Z","timestamp":1677616303000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-022-08006-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,27]]},"references-count":44,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2023,3]]}},"alternative-id":["8006"],"URL":"https:\/\/doi.org\/10.1007\/s00521-022-08006-6","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11,27]]},"assertion":[{"value":"12 May 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 October 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 November 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"All authors declare that they have no conflicts of interest to this work.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"Our study did not involve animals.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Our study did not involve human participants.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}