{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,6]],"date-time":"2025-05-06T04:01:48Z","timestamp":1746504108443,"version":"3.40.4"},"publisher-location":"Cham","reference-count":10,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319126364"},{"type":"electronic","value":"9783319126371"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-12637-1_27","type":"book-chapter","created":{"date-parts":[[2014,10,20]],"date-time":"2014-10-20T11:42:45Z","timestamp":1413805365000},"page":"215-222","source":"Crossref","is-referenced-by-count":7,"title":["Combining Active Learning and Semi-supervised Learning Using Local and Global Consistency"],"prefix":"10.1007","author":[{"given":"Yingjie","family":"Gu","sequence":"first","affiliation":[]},{"given":"Zhong","family":"Jin","sequence":"additional","affiliation":[]},{"given":"Steve C.","family":"Chiu","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"27_CR1","first-page":"3","volume":"2","author":"X. Zhu","year":"2006","unstructured":"Zhu, X.: Semi-supervised learning literature survey. Computer Science\u00a02, 3 (2006)","journal-title":"Computer Science"},{"key":"27_CR2","volume-title":"Active learning literature survey","author":"B. Settles","year":"2010","unstructured":"Settles, B.: Active learning literature survey. University of Wisconsin, Madison (2010)"},{"key":"27_CR3","unstructured":"Ji, M., Han, J.: A variance minimization criterion to active learning on graphs. In: International Conference on Artificial Intelligence and Statistics, pp. 556\u2013564 (2012)"},{"key":"27_CR4","unstructured":"Settles, B., Craven, M., Ray, S.: Multiple-instance active learning. In: Advances in Neural Information Processing Systems, NIPS, pp. 1289\u20131296. MIT Press (2008)"},{"key":"27_CR5","unstructured":"Zhu, X., Lafferty, J., Ghahramani, Z.: Combining active learning and semi-supervised learning using gaussian fields and harmonic functions. In: ICML 2003 Workshop on the Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining, pp. 58\u201365 (2003)"},{"key":"27_CR6","doi-asserted-by":"crossref","unstructured":"Guo, Y., Greiner, R.: Optimistic active-learning using mutual information. In: IJCAI, vol.\u00a07, pp. 823\u2013829 (2007)","DOI":"10.1049\/cp:20070277"},{"key":"27_CR7","doi-asserted-by":"crossref","unstructured":"Chakraborty, S., Balasubramanian, V., Panchanathan, S.: Dynamic batch mode active learning. In: 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2649\u20132656. IEEE (2011)","DOI":"10.1109\/CVPR.2011.5995715"},{"key":"27_CR8","unstructured":"Zhou, D., Bousquet, O., Lal, T.N., Weston, J., Sch\u00f6lkopf, B.: Learning with local and global consistency. In: NIPS, vol.\u00a016, pp. 321\u2013328 (2003)"},{"issue":"3","key":"27_CR9","doi-asserted-by":"publisher","first-page":"1014","DOI":"10.1109\/TGRS.2010.2072929","volume":"49","author":"B. Demir","year":"2011","unstructured":"Demir, B., Persello, C., Bruzzone, L.: Batch-mode active-learning methods for the interactive classification of remote sensing images. IEEE Transactions on Geoscience and Remote Sensing\u00a049(3), 1014\u20131031 (2011)","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"key":"27_CR10","unstructured":"University of oulu texture database, http:\/\/www.outex.oulu.fi\/temp\/"}],"container-title":["Lecture Notes in Computer Science","Neural Information Processing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-12637-1_27","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T06:55:23Z","timestamp":1746428123000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-12637-1_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319126364","9783319126371"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-12637-1_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}