{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:59:29Z","timestamp":1740099569412,"version":"3.37.3"},"publisher-location":"Singapore","reference-count":37,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811513978"},{"type":"electronic","value":"9789811513985"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-981-15-1398-5_20","type":"book-chapter","created":{"date-parts":[[2019,11,9]],"date-time":"2019-11-09T06:03:27Z","timestamp":1573279407000},"page":"272-285","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Consistent and Specific Multi-view Relative-Transform Classification"],"prefix":"10.1007","author":[{"given":"Siyuan","family":"Ping","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Long","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xing","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1667-6705","authenticated-orcid":false,"given":"Guoxian","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,11,10]]},"reference":[{"key":"20_CR1","doi-asserted-by":"crossref","unstructured":"Wen, G.: Relative transformation-based neighborhood optimization for isometric embedding 72(4\u20136), 1205\u20131213 (2009)","DOI":"10.1016\/j.neucom.2008.02.009"},{"key":"20_CR2","unstructured":"Bazzani, L., Murino, V.: A unifying framework in vector-valued reproducing kernel Hilbert spaces for manifold regularization and co-regularized multi-view learning (2014)"},{"issue":"2","key":"20_CR3","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1109\/TMI.2015.2488019","volume":"35","author":"A Bekker","year":"2016","unstructured":"Bekker, A., Shalhon, M., Greenspan, H., Goldberger, J.: Multi-view probabilistic classification of breast microcalcifications. IEEE Trans. Med. Imaging 35(2), 645 (2016)","journal-title":"IEEE Trans. Med. Imaging"},{"key":"20_CR4","doi-asserted-by":"crossref","unstructured":"Blum, A., Mitchell, T.: Combining labeled and unlabeled data with co-training. In: Conference on Computational Learning Theory (1998)","DOI":"10.1145\/279943.279962"},{"key":"20_CR5","doi-asserted-by":"crossref","unstructured":"Cao, X., Zhang, C., Fu, H., Si, L., Hua, Z.: Diversity-induced multi-view subspace clustering. In: Computer Vision & Pattern Recognition (2015)","DOI":"10.1109\/CVPR.2015.7298657"},{"issue":"3","key":"20_CR6","doi-asserted-by":"publisher","first-page":"853","DOI":"10.1016\/j.patcog.2006.04.025","volume":"40","author":"H Choi","year":"2007","unstructured":"Choi, H., Choi, S.: Robust kernel isomap. Pattern Recogn. 40(3), 853\u2013862 (2007)","journal-title":"Pattern Recogn."},{"key":"20_CR7","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: IEEE Computer Society Conference on Computer Vision & Pattern Recognition (2005)"},{"key":"20_CR8","unstructured":"Duda, R.O., Hart, P.E., Stork, D.G.: Pattern classification (2001)"},{"issue":"4","key":"20_CR9","first-page":"1889","volume":"6","author":"RE Fan","year":"2005","unstructured":"Fan, R.E., Chen, P.H., Lin, C.J., Joachims, T.: Working set selection using second order information for training support vector machines. J. Mach. Learn. Res. 6(4), 1889\u20131918 (2005)","journal-title":"J. Mach. Learn. Res."},{"key":"20_CR10","doi-asserted-by":"crossref","unstructured":"Guo, Y.: Convex subspace representation learning from multi-view data. In: Twenty-Seventh AAAI Conference on Artificial Intelligence (2013)","DOI":"10.1609\/aaai.v27i1.8565"},{"key":"20_CR11","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1016\/j.patrec.2016.01.027","volume":"72","author":"A Ioannidis","year":"2016","unstructured":"Ioannidis, A., Chasanis, V., Likas, A.: Weighted multi-view key-frame extraction. Pattern Recogn. Lett. 72, 52\u201361 (2016)","journal-title":"Pattern Recogn. Lett."},{"key":"20_CR12","unstructured":"Jing, X.Y., Qian, L., Fei, W., Xu, B., Zhu, Y., Chen, S.: Web page classification based on uncorrelated semi-supervised intra-view and inter-view manifold discriminant feature extraction. In: International Conference on Artificial Intelligence (2015)"},{"key":"20_CR13","unstructured":"Kolenda, T., Hansen, L.K., Larsen, J., Winther, O.: Independent component analysis for understanding multimedia content. In: IEEE Workshop on Neural Networks for Signal Processing (2002)"},{"key":"20_CR14","unstructured":"Kumar, A., Iii, H.D.: A co-training approach for multi-view spectral clustering. In: International Conference on Machine Learning (2011)"},{"key":"20_CR15","unstructured":"Kumar, A., Rai, P., Daum, H.: Co-regularized multi-view spectral clustering. In: International Conference on Neural Information Processing Systems (2011)"},{"issue":"3","key":"20_CR16","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1109\/12.210173","volume":"42","author":"M Lades","year":"1993","unstructured":"Lades, M., et al.: Distortion invariant object recognition in the dynamic link architecture. IEEE Trans. Comput. 42(3), 300\u2013311 (1993)","journal-title":"IEEE Trans. Comput."},{"issue":"11","key":"20_CR17","doi-asserted-by":"publisher","first-page":"2040","DOI":"10.1109\/TKDE.2011.160","volume":"24","author":"G Li","year":"2012","unstructured":"Li, G., Chang, K., Hoi, S.C.H.: Multiview semi-supervised learning with consensus. IEEE Trans. Knowl. Data Eng. 24(11), 2040\u20132051 (2012)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"20_CR18","unstructured":"Lin, Z., Chen, M., Yi, M.: The augmented lagrange multiplier method for exactrecovery of corrupted low-rank matrices. Eprint Arxiv 9 (2010)"},{"issue":"2\u20133","key":"20_CR19","first-page":"97","volume":"1","author":"R Luss","year":"2008","unstructured":"Luss, R., D\u2019Aspremont, A.: Support vector machine classification with indefinite kernels. Math. Program. Comput. 1(2\u20133), 97\u2013118 (2008)","journal-title":"Math. Program. Comput."},{"key":"20_CR20","unstructured":"Mayo, M., Frank, E.: Experiments with multi-view multi-instance learning for supervised image classification. In: Image and Vision Computing New Zealand (2011)"},{"issue":"7","key":"20_CR21","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T Ojala","year":"2002","unstructured":"Ojala, T., Pietik\u00e4inen, M., M\u00e4enp\u00e4\u00e4, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. Pattern Anal. Mach. Intell. 24(7), 971\u2013987 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"3","key":"20_CR22","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1023\/A:1011139631724","volume":"42","author":"A Oliva","year":"2001","unstructured":"Oliva, A., Torralba, A.: Modeling the shape of the scene: a holistic representation of the spatial envelope. Int. J. Comput. Vis. 42(3), 145\u2013175 (2001)","journal-title":"Int. J. Comput. Vis."},{"key":"20_CR23","doi-asserted-by":"crossref","unstructured":"Rongali, S., Chandar, A.P.S., Ravindran, B.: From multiple views to single view: a neural network approach (2015)","DOI":"10.1145\/2732587.2732602"},{"issue":"5500","key":"20_CR24","doi-asserted-by":"publisher","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"ST Roweis","year":"2000","unstructured":"Roweis, S.T., Saul, L.K.: Nonlinear dimensionality reduction by locally linear embedding. Science 290(5500), 2323\u20132326 (2000)","journal-title":"Science"},{"key":"20_CR25","unstructured":"Zilca, R.D., Bistritz, Y.: Feature concatenation for speaker identification. In: European Signal Processing Conference (2010)"},{"key":"20_CR26","doi-asserted-by":"publisher","first-page":"450","DOI":"10.1137\/1.9781611975321.51","volume-title":"Proceedings of the 2018 SIAM International Conference on Data Mining","author":"Qiaoyu Tan","year":"2018","unstructured":"Tan, Q., Yu, G., Wang, J., Carlotta, D.: Multi-view weak-label learning based on matrix completion. In: Data Mining, pp. 450\u2013458 (2018)"},{"issue":"5500","key":"20_CR27","doi-asserted-by":"publisher","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"JB Tenenbaum","year":"2000","unstructured":"Tenenbaum, J.B., De Silva, V., Langford, J.C.: A global geometric framework for nonlinear dimensionality reduction. Science 290(5500), 2319\u20132323 (2000)","journal-title":"Science"},{"issue":"8","key":"20_CR28","doi-asserted-by":"publisher","first-page":"2293","DOI":"10.1007\/s00521-016-2189-8","volume":"28","author":"Q Wang","year":"2017","unstructured":"Wang, Q., Lv, H., Yue, J., Mitchell, E.: Supervised multiview learning based on simultaneous learning of multiview intact and single view classifier. Neural Comput. Appl. 28(8), 2293\u20132301 (2017)","journal-title":"Neural Comput. Appl."},{"key":"20_CR29","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1007\/978-3-642-02319-4_65","volume-title":"Hybrid Artificial Intelligence Systems","author":"M Wozniak","year":"2009","unstructured":"Wozniak, M., Jackowski, K.: Some remarks on chosen methods of classifier fusion based on weighted voting. In: Corchado, E., Wu, X., Oja, E., Herrero, \u00c1., Baruque, B. (eds.) HAIS 2009. LNCS (LNAI), vol. 5572, pp. 541\u2013548. Springer, Heidelberg (2009). https:\/\/doi.org\/10.1007\/978-3-642-02319-4_65"},{"issue":"C","key":"20_CR30","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/j.patcog.2015.08.012","volume":"50","author":"F Wu","year":"2016","unstructured":"Wu, F., Jing, X.Y., You, X., Yue, D., Hu, R., Yang, J.Y.: Multi-view low-rank dictionary learning for image classification. Pattern Recogn. 50(C), 143\u2013154 (2016)","journal-title":"Pattern Recogn."},{"issue":"8","key":"20_CR31","first-page":"1489","volume":"33","author":"J Wu","year":"2010","unstructured":"Wu, J., Rehg, J.M.: CENTRIST: a visual descriptor for scene categorization. IEEE Trans. Pattern Anal. Mach. Intell. 33(8), 1489\u20131501 (2010)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"12","key":"20_CR32","doi-asserted-by":"publisher","first-page":"5812","DOI":"10.1109\/TIP.2015.2490539","volume":"24","author":"C Xu","year":"2015","unstructured":"Xu, C., Tao, D., Xu, C.: Multi-view learning with incomplete views. IEEE Trans. Image Process. 24(12), 5812\u20135825 (2015)","journal-title":"IEEE Trans. Image Process."},{"key":"20_CR33","doi-asserted-by":"crossref","unstructured":"Yang, Y., Chao, L., Li, X., Bo, L., Huan, J.: Automatic social circle detection using multi-view clustering. In: ACM International Conference on Information & Knowledge Management (2014)","DOI":"10.1145\/2661829.2661973"},{"issue":"1","key":"20_CR34","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s12859-014-0430-y","volume":"16","author":"G Yu","year":"2015","unstructured":"Yu, G., Zhu, H., Domeniconi, C.: Predicting protein functions using incomplete hierarchical labels. BMC Bioinform. 16(1), 1 (2015)","journal-title":"BMC Bioinform."},{"key":"20_CR35","doi-asserted-by":"crossref","unstructured":"Zhang, C., Fu, H., Si, L., Liu, G., Cao, X.: Low-rank tensor constrained multiview subspace clustering. In: IEEE International Conference on Computer Vision (2015)","DOI":"10.1109\/ICCV.2015.185"},{"key":"20_CR36","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/978-3-662-48570-5_6","volume-title":"Computer Vision","author":"Y Zhu","year":"2015","unstructured":"Zhu, Y., Jing, X., Wang, Q., Wu, F., Feng, H., Wu, S.: Multi-view sparse embedding analysis based image feature extraction and classification. In: Zha, H., Chen, X., Wang, L., Miao, Q. (eds.) CCCV 2015. CCIS, vol. 547, pp. 51\u201360. Springer, Heidelberg (2015). https:\/\/doi.org\/10.1007\/978-3-662-48570-5_6"},{"issue":"15","key":"20_CR37","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1016\/j.ins.2012.02.058","volume":"199","author":"F Zhuangabc","year":"2012","unstructured":"Zhuangabc, F., Heaa, Q.: Multi-view learning via probabilistic latent semantic analysis. Inf. Sci. 199(15), 20\u201330 (2012)","journal-title":"Inf. Sci."}],"container-title":["Communications in Computer and Information Science","Human Brain and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-15-1398-5_20","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,4]],"date-time":"2022-10-04T05:44:23Z","timestamp":1664862263000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-15-1398-5_20"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9789811513978","9789811513985"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-981-15-1398-5_20","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"10 November 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HBAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Human Brain and Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Macao","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":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 August 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 August 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ijcaihbai2019a","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ijcai-hbai.org","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}