{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T10:49:46Z","timestamp":1761648586604,"version":"3.40.3"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030026974"},{"type":"electronic","value":"9783030026981"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[[2018]]},"DOI":"10.1007\/978-3-030-02698-1_43","type":"book-chapter","created":{"date-parts":[[2018,11,8]],"date-time":"2018-11-08T16:46:59Z","timestamp":1541695619000},"page":"491-501","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Multiple Classifier System for Remote Sensing Images Classification"],"prefix":"10.1007","author":[{"given":"Yunqi","family":"Miao","sequence":"first","affiliation":[]},{"given":"Hainan","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Baochang","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,11,9]]},"reference":[{"key":"43_CR1","first-page":"173","volume":"64","author":"Y Zhang","year":"2010","unstructured":"Zhang, Y.: Ten years of technology advancement in remote sensing and the research in the CRC-AGIP lab in GCE. Geomatical 64, 173\u2013189 (2010)","journal-title":"Geomatical"},{"issue":"4","key":"43_CR2","doi-asserted-by":"publisher","first-page":"4764","DOI":"10.3390\/s120404764","volume":"12","author":"P Du","year":"2012","unstructured":"Du, P., Xia, J., Zhang, W., et al.: Multiple classifier system for remote sensing image classification: a review. Sensors 12(4), 4764\u20134792 (2012)","journal-title":"Sensors"},{"key":"43_CR3","unstructured":"Ho, T.K.: A theory of multiple classifier systems and its application to visual word recognition (1992)"},{"key":"43_CR4","volume-title":"Multi-Classifier Systems: Review and A Roadmap for Developers","author":"R Ranawana","year":"2006","unstructured":"Ranawana, R., Palade, V.: Multi-Classifier Systems: Review and A Roadmap for Developers. IOS Press, Amsterdam (2006)"},{"issue":"20","key":"43_CR5","doi-asserted-by":"publisher","first-page":"4609","DOI":"10.1080\/01431160701244872","volume":"28","author":"HTX Doan","year":"2007","unstructured":"Doan, H.T.X., Foody, G.M.: Increasing soft classification accuracy through the use of an ensemble of classifiers. Int. J. Remote Sens. 28(20), 4609\u20134623 (2007)","journal-title":"Int. J. Remote Sens."},{"key":"43_CR6","unstructured":"Debeir, O., Latinne, P., Van Den Steen, I.: Remote sensing classification of spectral, spatial and contextual data using multiple classifier systems (2001)"},{"issue":"10","key":"43_CR7","doi-asserted-by":"publisher","first-page":"2291","DOI":"10.1109\/TGRS.2002.802476","volume":"40","author":"GJ Briem","year":"2002","unstructured":"Briem, G.J., Benediktsson, J.A., Sveinsson, J.R.: Multiple classifiers applied to multisource remote sensing data. IEEE Trans. Geosci. Remote Sens. 40(10), 2291\u20132299 (2002)","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"issue":"8","key":"43_CR8","doi-asserted-by":"publisher","first-page":"3439","DOI":"10.1109\/JSTARS.2016.2541678","volume":"9","author":"K Tan","year":"2016","unstructured":"Tan, K., Jin, X., Plaza, A., et al.: Automatic change detection in high-resolution remote sensing images by using a multiple classifier system and spectral-spatial features. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 9(8), 3439\u20133451 (2016)","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"issue":"10","key":"43_CR9","doi-asserted-by":"publisher","first-page":"1055","DOI":"10.3390\/rs9101055","volume":"9","author":"Y Chen","year":"2017","unstructured":"Chen, Y., Dou, P., Yang, X.: Improving land use\/cover classification with a multiple classifier system using AdaBoost integration technique. Remote Sens. 9(10), 1055 (2017)","journal-title":"Remote Sens."},{"issue":"5","key":"43_CR10","doi-asserted-by":"publisher","first-page":"1447","DOI":"10.1515\/acgeo-2015-0040","volume":"63","author":"A Nowakowski","year":"2015","unstructured":"Nowakowski, A.: Remote sensing data binary classification using boosting with simple classifiers. Acta Geophys. 63(5), 1447\u20131462 (2015)","journal-title":"Acta Geophys."},{"issue":"2","key":"43_CR11","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1007\/s100440200019","volume":"5","author":"S Kumar","year":"2002","unstructured":"Kumar, S., Ghosh, J., Crawford, M.M.: Hierarchical fusion of multiple classifiers for hyperspectral data analysis. Pattern Anal. Appl. 5(2), 210\u2013220 (2002)","journal-title":"Pattern Anal. Appl."},{"key":"43_CR12","volume-title":"A Robust Multiple Classifier System for Pixel Classification of Remote Sensing Images","author":"U Maulik","year":"2010","unstructured":"Maulik, U., Chakraborty, D.: A Robust Multiple Classifier System for Pixel Classification of Remote Sensing Images. IOS Press, Amsterdam (2010)"},{"issue":"6","key":"43_CR13","doi-asserted-by":"publisher","first-page":"2427","DOI":"10.1109\/JSTARS.2015.2414816","volume":"8","author":"F Li","year":"2015","unstructured":"Li, F., Xu, L., Siva, P., et al.: Hyperspectral image classification with limited labeled training samples using enhanced ensemble learning and conditional random fields. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 8(6), 2427\u20132438 (2015)","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"key":"43_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"128","DOI":"10.1007\/11949619_12","volume-title":"Computer Vision, Graphics and Image Processing","author":"B Uma Shankar","year":"2006","unstructured":"Uma Shankar, B., Meher, S.K., Ghosh, A., Bruzzone, L.: Remote sensing image classification: a neuro-fuzzy MCS approach. In: Kalra, P.K., Peleg, S. (eds.) ICVGIP 2006. LNCS, vol. 4338, pp. 128\u2013139. Springer, Heidelberg (2006). https:\/\/doi.org\/10.1007\/11949619_12"},{"issue":"4","key":"43_CR15","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1080\/19479832.2010.485935","volume":"1","author":"X Ceamanos","year":"2010","unstructured":"Ceamanos, X., Waske, B., Atlibenediktsson, J., et al.: A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data. Int. J. Image Data Fusion 1(4), 293\u2013307 (2010)","journal-title":"Int. J. Image Data Fusion"},{"issue":"4","key":"43_CR16","doi-asserted-by":"publisher","first-page":"745","DOI":"10.1007\/s11760-015-0804-2","volume":"10","author":"C Chen","year":"2016","unstructured":"Chen, C., Zhang, B., Su, H., et al.: Land-use scene classification using multi-scale completed local binary patterns. Sig. Image Video Process. 10(4), 745\u2013752 (2016)","journal-title":"Sig. Image Video Process."},{"issue":"1\u20132","key":"43_CR17","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1016\/S0004-3702(02)00190-X","volume":"137","author":"Z Zhou","year":"2002","unstructured":"Zhou, Z., Wu, J., Tang, W., et al.: Ensembling neural networks: many could be better than all. Artif. Intell. 137(1\u20132), 239\u2013263 (2002)","journal-title":"Artif. Intell."},{"key":"43_CR18","unstructured":"Zhou, Z.H., Wu, J.X., Jiang, Y., et al.: Genetic algorithm based selective neural network ensemble. In: International Joint Conference on Artificial Intelligence, pp. 797\u2013802. Morgan Kaufmann Publishers Inc., Burlington (2001)"},{"issue":"2","key":"43_CR19","doi-asserted-by":"publisher","first-page":"513","DOI":"10.1109\/TSMCB.2011.2168604","volume":"42","author":"GB Huang","year":"2012","unstructured":"Huang, G.B., Zhou, H., Ding, X., et al.: Extreme learning machine for regression and multiclass classification. IEEE Trans. Syst. Man Cybern. Part B 42(2), 513 (2012)","journal-title":"IEEE Trans. Syst. Man Cybern. Part B"},{"issue":"10","key":"43_CR20","doi-asserted-by":"publisher","first-page":"4648","DOI":"10.1109\/TIP.2017.2718189","volume":"26","author":"B Zhang","year":"2017","unstructured":"Zhang, B., Yang, Y., Chen, C., et al.: Action recognition using 3D histograms of texture and a multi-class boosting classifier. IEEE Trans. Image Process. 26(10), 4648\u20134660 (2017)","journal-title":"IEEE Trans. Image Process."},{"key":"43_CR21","doi-asserted-by":"publisher","DOI":"10.1201\/b12207","volume-title":"Ensemble Methods: Foundations and Algorithms","author":"ZH Zhou","year":"2012","unstructured":"Zhou, Z.H.: Ensemble Methods: Foundations and Algorithms. Taylor & Francis, Boca Raton (2012)"},{"key":"43_CR22","doi-asserted-by":"crossref","unstructured":"Yang, Y., Newsam, S.D.: Bag-of-visual-words and spatial extensions for land-use classification. In: Advances in Geographic Information Systems, pp. 270\u2013279 (2010)","DOI":"10.1145\/1869790.1869829"},{"issue":"10","key":"43_CR23","doi-asserted-by":"publisher","first-page":"1865","DOI":"10.1109\/JPROC.2017.2675998","volume":"105","author":"G Cheng","year":"2017","unstructured":"Cheng, G., Han, J., Lu, X.: Remote sensing image scene classification: benchmark and state of the art. Proc. IEEE 105(10), 1865\u20131883 (2017)","journal-title":"Proc. IEEE"},{"key":"43_CR24","first-page":"1","volume":"99","author":"B Zhang","year":"2017","unstructured":"Zhang, B., Luan, S., Chen, C., et al.: Latent constrained correlation filter. IEEE Trans. Image Process. 99, 1 (2017)","journal-title":"IEEE Trans. Image Process."},{"issue":"3","key":"43_CR25","doi-asserted-by":"publisher","first-page":"364","DOI":"10.1007\/s11263-016-0880-y","volume":"118","author":"B Zhang","year":"2016","unstructured":"Zhang, B., Perina, A., Li, Z., et al.: Bounding multiple Gaussians uncertainty with application to object tracking. Int. J. Comput. Vis. 118(3), 364\u2013379 (2016)","journal-title":"Int. J. Comput. Vis."}],"container-title":["Lecture Notes in Computer Science","Intelligence Science and Big Data Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-02698-1_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T11:47:45Z","timestamp":1710244065000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-02698-1_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030026974","9783030026981"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-02698-1_43","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"9 November 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IScIDE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Science and Big Data Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lanzhou","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":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 August 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 August 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iscide2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/iscide.lzu.edu.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"121","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":"59","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":"49% - 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":"2.7","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":"4.9","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":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}