{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T19:24:14Z","timestamp":1774121054342,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540772255","type":"print"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-77226-2_22","type":"book-chapter","created":{"date-parts":[[2007,12,6]],"date-time":"2007-12-06T14:55:58Z","timestamp":1196952958000},"page":"209-218","source":"Crossref","is-referenced-by-count":103,"title":["Active Learning for Regression Based on Query by Committee"],"prefix":"10.1007","author":[{"given":"Robert","family":"Burbidge","sequence":"first","affiliation":[]},{"given":"Jem J.","family":"Rowland","sequence":"additional","affiliation":[]},{"given":"Ross D.","family":"King","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"22_CR1","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1145\/130385.130417","volume-title":"Proceedings of the Fifth Workshop on Computational Learning Theory","author":"H. Seung","year":"1992","unstructured":"Seung, H., Opper, M., Sompolinsky, H.: Query by committee. In: Proceedings of the Fifth Workshop on Computational Learning Theory, pp. 287\u2013294. Morgan Kaufmann, San Mateo, CA (1992)"},{"issue":"2\u20133","key":"22_CR2","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1023\/A:1007330508534","volume":"28","author":"Y. Freund","year":"1997","unstructured":"Freund, Y., Seung, H., Shamir, E., Tishby, N.: Selective sampling using the query by committee algorithm. Machine Learning\u00a028(2\u20133), 133\u2013168 (1997)","journal-title":"Machine Learning"},{"key":"22_CR3","first-page":"1","volume-title":"Query learning strategies using boosting and bagging","author":"N. Abe","year":"1998","unstructured":"Abe, N., Mamitsuka, H.: Query learning strategies using boosting and bagging, pp. 1\u20139. Morgan Kaufmann, San Francisco, CA (1998)"},{"key":"22_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1162\/neco.1992.4.1.1","volume":"4","author":"S. Geman","year":"1992","unstructured":"Geman, S., Bienenstock, E., Doursat, R.: Neural networks and the bias\/variance dilemma. Neural Computation\u00a04, 1\u201358 (1992)","journal-title":"Neural Computation"},{"key":"22_CR5","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1613\/jair.295","volume":"4","author":"D.A. Cohn","year":"1996","unstructured":"Cohn, D.A., Ghahramani, Z., Jordan, M.I.: Active learning with statistical models. Journal of Artificial Intelligence Research\u00a04, 129\u2013145 (1996)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"22_CR6","volume-title":"Neural network exploration using optimal experiment design","author":"D. Cohn","year":"1996","unstructured":"Cohn, D.: Neural network exploration using optimal experiment design. Morgan Kaufmann, Denver, CO (1996)"},{"key":"22_CR7","first-page":"231","volume-title":"Advances in Neural Information Processing Systems 7","author":"A. Krogh","year":"1995","unstructured":"Krogh, A., Vedelsby, J.: Neural network ensembles, cross validation, and active learning. In: Tesauro, G., Touretzky, D., Leen, T. (eds.) Advances in Neural Information Processing Systems 7, pp. 231\u2013238. MIT Press, Denver, CO (1995)"},{"key":"22_CR8","doi-asserted-by":"crossref","unstructured":"RayChaudhuri, T., Hamey, L.G.: Minimisation of data collection by active learning. In: Proceedings of the 1995 IEEE International Conference on Neural Networks, Perth, Australia, vol.\u00a03, pp. 1338\u20131341 (1995)","DOI":"10.1109\/ICNN.1995.487351"},{"key":"22_CR9","first-page":"11","volume-title":"Proceedings of the Seventh Australian Conference on Neural Networks","author":"T. RayChaudhuri","year":"1996","unstructured":"RayChaudhuri, T., Hamey, L.G.: Accurate modelling with minimised data collection \u2014 an active learning algorithm. In: Proceedings of the Seventh Australian Conference on Neural Networks, pp. 11\u201315. Australian National University, Canberra, Australia (1996)"},{"key":"22_CR10","first-page":"193","volume-title":"Proceedings of 13th International Federation of Automatic Control World Congress","author":"T. RayChaudhuri","year":"1996","unstructured":"RayChaudhuri, T., Hamey, L.G.: Active learning for nonlinear system identification and control. In: Gertler, J., Cruz, J.J.B., Peshkin, M. (eds.) Proceedings of 13th International Federation of Automatic Control World Congress, vol.\u00a0F, pp. 193\u2013197. Pergamon, San Francisco, CA (1996)"},{"key":"22_CR11","unstructured":"RayChaudhuri, T., Hamey, L.G.: Cost-effective querying leading to dual control. Technical Report 96-07, School of MPCE, Macquarie University, New South Wales 2109, Australia (June 1996)"},{"key":"22_CR12","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1111\/j.2517-6161.1949.tb00023.x","volume":"11","author":"M. Quenouille","year":"1949","unstructured":"Quenouille, M.: Approximate tests of correlation in time series. Journal of the Royal Statistical Society B\u00a011, 68\u201384 (1949)","journal-title":"Journal of the Royal Statistical Society B"},{"issue":"2","key":"22_CR13","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1109\/TMM.2002.1017738","volume":"4","author":"C. Zhang","year":"2002","unstructured":"Zhang, C., Chen, T.: An active learning framework for content-based information retrieval. IEEE Transactions on multimedia\u00a04(2), 260\u2013268 (2002)","journal-title":"IEEE Transactions on multimedia"},{"issue":"2","key":"22_CR14","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1023\/B:MACH.0000011805.60520.fe","volume":"54","author":"M. Lindenbaum","year":"2004","unstructured":"Lindenbaum, M., Markovitch, S., Rusakov, D.: Selective sampling for nearest neighbor classifiers. Machine Learning\u00a054(2), 125\u2013152 (2004)","journal-title":"Machine Learning"},{"key":"22_CR15","first-page":"141","volume":"7","author":"M. Sugiyama","year":"2006","unstructured":"Sugiyama, M.: Active learning in approximately linear regression based on conditional expectation of generalization error. Journal of Machine Learning Research\u00a07, 141\u2013166 (2006)","journal-title":"Journal of Machine Learning Research"},{"issue":"2","key":"22_CR16","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1016\/S0378-3758(99)00102-0","volume":"83","author":"D. Weins","year":"2000","unstructured":"Weins, D.: Robust weights and designs for biased regression models: least squares and generalized M-estimation. Journal of Statistical Planning and Inference\u00a083(2), 395\u2013412 (2000)","journal-title":"Journal of Statistical Planning and Inference"},{"key":"22_CR17","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198538493.001.0001","volume-title":"Neural Networks for Pattern Recognition","author":"C. Bishop","year":"1995","unstructured":"Bishop, C.: Neural Networks for Pattern Recognition. Clarendon Press, Oxford (1995)"},{"key":"22_CR18","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/0095-0696(78)90006-2","volume":"5","author":"D. Harrison","year":"1978","unstructured":"Harrison, D., Rubinfeld, D.: Hedonic prices and the demand for clean air. J. Environ. Economics and Management\u00a05, 81\u2013102 (1978)","journal-title":"J. Environ. Economics and Management"}],"container-title":["Lecture Notes in Computer Science","Intelligent Data Engineering and Automated Learning - IDEAL 2007"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-77226-2_22.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,23]],"date-time":"2025-01-23T08:16:51Z","timestamp":1737620211000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-77226-2_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540772255"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-77226-2_22","relation":{},"subject":[]}}