{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T04:26:31Z","timestamp":1747196791655,"version":"3.40.5"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319134994"},{"type":"electronic","value":"9783319135007"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-13500-7_10","type":"book-chapter","created":{"date-parts":[[2014,12,5]],"date-time":"2014-12-05T12:38:14Z","timestamp":1417783094000},"page":"121-126","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["A Reinforcement Learning Approach to Query-Less Image Retrieval"],"prefix":"10.1007","author":[{"given":"Sayantan","family":"Hore","sequence":"first","affiliation":[]},{"given":"Lasse","family":"Tyrvainen","sequence":"additional","affiliation":[]},{"given":"Joel","family":"Pyykko","sequence":"additional","affiliation":[]},{"given":"Dorota","family":"Glowacka","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,12,6]]},"reference":[{"key":"10_CR1","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1023\/A:1013689704352","volume":"47","author":"P Auer","year":"2002","unstructured":"Auer, P., Cesa-Bianchi, N., Fischer, P.: Finite-time analysis of the multiarmed bandit problem. Mach. Learn. 47, 235\u2013256 (2002)","journal-title":"Mach. Learn."},{"key":"10_CR2","first-page":"51","volume":"11","author":"P Auer","year":"2010","unstructured":"Auer, P., Hussain, Z., Kaski, S., Klami, A., Kujala, J., Laaksonen, J., Leung, A.P., Pasupa, K., Shawe-Taylor, J.: Pinview: implicit feedback in content-based image retrieval. JMLR Workshop Conf. Proc. 11, 51\u201357 (2010)","journal-title":"JMLR Workshop Conf. Proc."},{"issue":"1","key":"10_CR3","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1109\/83.817596","volume":"9","author":"I Cox","year":"2000","unstructured":"Cox, I., Miller, M., Minka, T., Papathomas, T., Yianilos, P.: The Bayesian image retrieval system, PicHunter: theory, implementation, and psychophysical experiments. Image Process. 9(1), 20\u201337 (2000)","journal-title":"Image Process."},{"key":"10_CR4","doi-asserted-by":"crossref","unstructured":"Datta, R., Li, J., Wang, J.: Content-based image retrieval: approaches and trends of the new age. In: Multimedia Information Retrieval, pp. 253\u2013262. ACM (2005)","DOI":"10.1145\/1101826.1101866"},{"key":"10_CR5","unstructured":"G\u0142owacka, D., Hore, S.: Balancing exploration-exploitation in image retrieval. In: Proceedings of UMAP 2014 Posters, Demonstrations and Late-Breaking Results (2014)"},{"key":"10_CR6","unstructured":"G\u0142owacka, D., Shawe-Taylor, J.: Content-based image retrieval with multinomial relevance feedback. In: Proceedings of ACML, pp. 111\u2013125 (2010)"},{"key":"10_CR7","doi-asserted-by":"crossref","unstructured":"Guiver, J., Snelson, E.: Learning to rank with softrank and Gaussian processes. In: Proceedings of SIGIR, pp. 259\u2013266 (2008)","DOI":"10.1145\/1390334.1390380"},{"key":"10_CR8","doi-asserted-by":"crossref","unstructured":"Kato, T., Kurita, T., Otsu, N., Hirata, K.: A sketch retrieval method for full color image database-query by visual example. In: Pattern Recognition. Computer Vision and Applications, pp. 530\u2013533 (1992)","DOI":"10.1109\/ICPR.1992.201616"},{"key":"10_CR9","doi-asserted-by":"crossref","unstructured":"Kelly, D., Fu, X.: Elicitation of term relevance feedback: an investigation of term source and context. In: Proceedings of SIGIR (2006)","DOI":"10.1145\/1148170.1148249"},{"issue":"1","key":"10_CR10","first-page":"54","volume":"8","author":"H Kosch","year":"2010","unstructured":"Kosch, H., Maier, P.: Content-based image retrieval systems-reviewing and benchmarking. JDIM 8(1), 54\u201364 (2010)","journal-title":"JDIM"},{"issue":"13","key":"10_CR11","doi-asserted-by":"publisher","first-page":"1199","DOI":"10.1016\/S0167-8655(00)00082-9","volume":"21","author":"J Laaksonen","year":"2000","unstructured":"Laaksonen, J., Koskela, M., Laakso, S., Oja, E.: Picsom-content-based image retrieval with self-organizing maps. Pattern Recogn. Lett. 21(13), 1199\u20131207 (2000)","journal-title":"Pattern Recogn. Lett."},{"key":"10_CR12","doi-asserted-by":"crossref","unstructured":"Pham, T.-T., Maillot, N.E., Lim, J.-H., Chevallet, J.-P.: Latent semantic fusion model for image retrieval and annotation. In: Proceedings of CIKM (2007)","DOI":"10.1145\/1321440.1321503"},{"key":"10_CR13","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1007\/978-3-642-31537-4_28","volume-title":"Machine Learning and Data Mining in Pattern Recognition","author":"L Piras","year":"2012","unstructured":"Piras, L., Giacinto, G., Paredes, R.: Enhancing image retrieval by an exploration-exploitation approach. In: Perner, P. (ed.) MLDM 2012. LNCS (LNAI), vol. 7376, pp. 355\u2013365. Springer, Heidelberg (2012)"},{"key":"10_CR14","volume-title":"Gaussian Processes for Machine Learning","author":"CE Rasmussen","year":"2006","unstructured":"Rasmussen, C.E., Williams, C.K.I.: Gaussian Processes for Machine Learning. MIT Press, Cambridge (2006)"},{"issue":"12","key":"10_CR15","doi-asserted-by":"publisher","first-page":"1349","DOI":"10.1109\/34.895972","volume":"22","author":"A Smeulders","year":"2000","unstructured":"Smeulders, A., Worring, M., Santini, S., Gupta, A., Jain, R.: Content-based image retrieval at the end of the early years. Pattern Anal. Mach. Intell. 22(12), 1349\u20131380 (2000)","journal-title":"Pattern Anal. Mach. Intell."},{"key":"10_CR16","doi-asserted-by":"crossref","unstructured":"Suditu, N., Fleuret, F.: Iterative relevance feedback with adaptive exploration\/exploitation trade-off. In: Proceedings of CIKM (2012)","DOI":"10.1145\/2396761.2398435"},{"key":"10_CR17","doi-asserted-by":"crossref","unstructured":"Veltkamp, R.C., Tanase, M.: Content-based image retrieval systems: a survey. Department of Computing Science, Utrecht University (2002)","DOI":"10.1007\/978-1-4615-0987-5_5"},{"key":"10_CR18","doi-asserted-by":"crossref","unstructured":"Villegas, M., Leiva, L.A., Paredes, R.: Interactive image retrieval based on relevance feedback. In: Sappa, A.D., Vitri\u00e0, J., Multimodal Interaction in Image and Video Application, vol. 48, pp. 83\u2013109. Springer, Heidelberg (2013)","DOI":"10.1007\/978-3-642-35932-3_6"},{"key":"10_CR19","doi-asserted-by":"crossref","unstructured":"Yee, K.-P., Swearingen, K., Li, K., Hearst, M.: Faceted metadata for image search and browsing. In: Proceedings of CHI, pp. 401\u2013408 (2003)","DOI":"10.1145\/642611.642681"},{"issue":"6","key":"10_CR20","doi-asserted-by":"publisher","first-page":"536","DOI":"10.1007\/s00530-002-0070-3","volume":"8","author":"X Zhou","year":"2003","unstructured":"Zhou, X., Huang, T.: Relevance feedback in image retrieval: a comprehensive review. Multimed. Syst. 8(6), 536\u2013544 (2003)","journal-title":"Multimed. Syst."}],"container-title":["Lecture Notes in Computer Science","Symbiotic Interaction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-13500-7_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T23:17:25Z","timestamp":1747178245000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-13500-7_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319134994","9783319135007"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-13500-7_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]},"assertion":[{"value":"6 December 2014","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}