{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T20:49:49Z","timestamp":1725828589999},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319226675"},{"type":"electronic","value":"9783319226682"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"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":[[2015]]},"DOI":"10.1007\/978-3-319-22668-2_47","type":"book-chapter","created":{"date-parts":[[2015,8,29]],"date-time":"2015-08-29T02:21:16Z","timestamp":1440814876000},"page":"611-628","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["MindMiner: A Mixed-Initiative Interface for Interactive Distance Metric Learning"],"prefix":"10.1007","author":[{"given":"Xiangmin","family":"Fan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Youming","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nan","family":"Cao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jason","family":"Hong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingtao","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,8,30]]},"reference":[{"key":"47_CR1","doi-asserted-by":"crossref","unstructured":"Amershi, S., Fogarty, J., Kapoor, A., Tan, D.: Effective end-user interaction with machine learning. In: Proceedings of the 25th AAAI Conference on Artificial Intelligence, pp. 1529\u20131532. AAAI, Menlo Park (2011)","DOI":"10.1609\/aaai.v25i1.7964"},{"key":"47_CR2","doi-asserted-by":"crossref","unstructured":"Amershi, S., Fogarty, J., Kapoor, A., Tan, D.: Overview based example selection in end user interactive concept learning. In: Proceedings of the 22nd Annual ACM Symposium on User Interface Software and Technology, pp. 247\u2013256. ACM, New York (2009)","DOI":"10.1145\/1622176.1622222"},{"key":"47_CR3","doi-asserted-by":"crossref","unstructured":"Basu, S., Banerjee, A., Mooney, R.J.: Active semi-supervision for pairwise constrained clustering. In: Proceedings of the 2004 SIAM International Conference on Data Mining, vol. 4, pp. 333\u2013344. SIAM, Philadelphia (2004)","DOI":"10.1137\/1.9781611972740.31"},{"key":"47_CR4","doi-asserted-by":"crossref","unstructured":"Basu, S., Fisher, D., Drucker, S.M., Lu, H.: Assisting users with clustering tasks by combining metric learning and classification. In: Proceedings of the 24th AAAI Conference on Artificial Intelligence, pp. 394\u2013400. AAAI, Menlo Park (2010)","DOI":"10.1609\/aaai.v24i1.7694"},{"key":"47_CR5","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441","volume-title":"Convex Optimization","author":"S Boyd","year":"2004","unstructured":"Boyd, S., Vandenberghe, L.: Convex Optimization. Cambridge University Press, Cambridge (2004)"},{"issue":"12","key":"47_CR6","doi-asserted-by":"publisher","first-page":"2581","DOI":"10.1109\/TVCG.2011.188","volume":"17","author":"N Cao","year":"2011","unstructured":"Cao, N., Gotz, D., Sun, J., Qu, H.: DICON: interactive visual analysis of multidimensional clusters. IEEE Trans. Vis. Comput. Graph. 17(12), 2581\u20132590 (2011). IEEE Press, New York","journal-title":"IEEE Trans. Vis. Comput. Graph."},{"key":"47_CR7","doi-asserted-by":"crossref","unstructured":"Chau, D., Kittur, A., Hong, J., Faloutsos, C.: Apolo: making sense of large network data by combining rich user interaction and machine learning. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 167\u2013176 ACM, New York (2011)","DOI":"10.1145\/1978942.1978967"},{"issue":"1","key":"47_CR8","first-page":"17","volume":"4","author":"D Cohn","year":"2003","unstructured":"Cohn, D., Caruana, R., McCallum, A.: Semi-supervised clustering with user feedback. Constrained Clust. Adv. Algorithms Theor. Appl. 4(1), 17\u201332 (2003)","journal-title":"Constrained Clust. Adv. Algorithms Theor. Appl."},{"issue":"2","key":"47_CR9","first-page":"201","volume":"15","author":"D Cohn","year":"1994","unstructured":"Cohn, D., Atlas, L., Ladner, R.: Improving generalization with active learning. Mach. Learn. 15(2), 201\u2013221 (1994)","journal-title":"Mach. Learn."},{"key":"47_CR10","doi-asserted-by":"crossref","unstructured":"DesJardins, M., MacGlashan, J., Ferraioli, J.: Interactive visual clustering. In: Proceedings of the 12th International Conference on Intelligent User Interfaces, pp. 361\u2013364. ACM, New York (2007)","DOI":"10.1145\/1216295.1216367"},{"key":"47_CR11","doi-asserted-by":"crossref","unstructured":"Dy, J., Brodley, C.: Visualization and interactive feature selection for unsupervised data. In: Proceedings of the 6th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 360\u2013364. ACM, New York (2000)","DOI":"10.1145\/347090.347168"},{"key":"47_CR12","doi-asserted-by":"crossref","unstructured":"Fogarty, J., Tan, D., Kapoor, A., Winder, S.: CueFlik: interactive concept learning in image search. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 29\u201338. ACM, New York (2008)","DOI":"10.1145\/1357054.1357061"},{"key":"47_CR13","unstructured":"Fua, Y.H., Ward, M.O., Rundensteiner, E.A.: Hierarchical parallel coordinates for exploration of large datasets. In: Proceedings of the conference on Visualization 1999: celebrating ten years, pp. 43\u201350. IEEE Computer Society Press, New York (1999)"},{"issue":"6","key":"47_CR14","doi-asserted-by":"publisher","first-page":"1302","DOI":"10.1109\/TVCG.2007.70582","volume":"13","author":"N Henry","year":"2007","unstructured":"Henry, N., Fekete, J., McGuffin, M.J.: NodeTrix: a hybrid visualization of social networks. IEEE Trans. Vis. Comput. Graph. 13(6), 1302\u20131309 (2007). IEEE Press, New York","journal-title":"IEEE Trans. Vis. Comput. Graph."},{"key":"47_CR15","doi-asserted-by":"crossref","unstructured":"Horvitz, E.: Principles of mixed-initiative user interfaces. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 159\u2013166. ACM, New York (1999)","DOI":"10.1145\/302979.303030"},{"key":"47_CR16","unstructured":"Huang, Y., Mitchell, T.: Exploring hierarchical user feedback in email clustering. In: EMAIL 2008: Proceedings of the Workshop on Enhanced Messaging-AAAI, pp. 36\u201341. AAAI, Menlo Park (2008)"},{"key":"47_CR17","unstructured":"Inselberg, A., Dimsdale, B.: Parallel coordinates: a tool for visualizing multi-dimensional geometry. In: Proceedings of the 1st Conference on Visualization, pp. 23\u201326. IEEE Press, Washington (1990)"},{"key":"47_CR18","doi-asserted-by":"crossref","unstructured":"Kapoor, A., Lee, B., Tan, D., Horvitz, E.: Interactive optimization for steering machine classification. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 1343\u20131352. ACM, New York (2010)","DOI":"10.1145\/1753326.1753529"},{"key":"47_CR19","unstructured":"Novotny, M.: Visually effective information visualization of large data. In: Proceedings of the 8th Central European Seminar on Computer Graphics, pp. 41\u201348 (2004)"},{"key":"47_CR20","doi-asserted-by":"crossref","unstructured":"Peter, A., Shneiderman, B.: Integrating statistics and visualization: case studies of gaining clarity during exploratory data analysis. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 265\u2013274. ACM, New York (2008)","DOI":"10.1145\/1357054.1357101"},{"key":"47_CR21","doi-asserted-by":"crossref","unstructured":"Rattenbury, T., Canny, J.: CAAD: an automatic task support system. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 687\u2013696. ACM, New York (2007)","DOI":"10.1145\/1240624.1240731"},{"key":"47_CR22","unstructured":"Robertson, J.: Stats: we\u2019re doing it wrong. http:\/\/cacm.acm.org\/blogs\/blog-cacm\/107125-stats-were-doing-it-wrong\/"},{"issue":"4","key":"47_CR23","doi-asserted-by":"publisher","first-page":"573","DOI":"10.1016\/0010-0285(75)90024-9","volume":"7","author":"E Rosch","year":"1975","unstructured":"Rosch, E., Mervis, C.: Family resemblances: studies in the internal structure of categories. Cogn. Psychol. 7(4), 573\u2013605 (1975). Elsevier, Amsterdam","journal-title":"Cogn. Psychol."},{"issue":"7","key":"47_CR24","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1109\/MC.2002.1016905","volume":"35","author":"J Seo","year":"2002","unstructured":"Seo, J., Shneiderman, B.: Interactively exploring hierarchical clustering results [gene identification]. Computer 35(7), 80\u201386 (2002). IEEE, New York","journal-title":"Computer"},{"issue":"6","key":"47_CR25","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1145\/267505.267514","volume":"4","author":"B Shneiderman","year":"1997","unstructured":"Shneiderman, B., Maes, P.: Direct Manipulation vs. Interface Agents. Interactions 4(6), 42\u201361 (1997). ACM, New York","journal-title":"Interactions"},{"key":"47_CR26","doi-asserted-by":"crossref","unstructured":"Talbot, J., Lee, B., Kapoor, A., Tan, D.: EnsembleMatrix: interactive visualization to support machine learning with multiple classifiers. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 1283\u20131292. ACM, New York (2009)","DOI":"10.1145\/1518701.1518895"},{"key":"47_CR27","unstructured":"Wagstaff, K., Cardie, C., Rogers, S., Schr\u00f6dl, S.: Constrained K-Means clustering with background knowledge. In: ICML, vol. 1, pp. 577\u2013584 (2001)"},{"key":"47_CR28","unstructured":"Xing, E., Ng, A., Jordan, M., Russell, S.: Distance metric learning with application to clustering with side-information. In: Advances in Neural Information Processing Systems, pp. 505\u2013512 (2002)"}],"container-title":["Lecture Notes in Computer Science","Human-Computer Interaction \u2013 INTERACT 2015"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-22668-2_47","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,13]],"date-time":"2023-08-13T14:39:01Z","timestamp":1691937541000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-22668-2_47"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319226675","9783319226682"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-22668-2_47","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"30 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}