{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,19]],"date-time":"2025-03-19T15:48:00Z","timestamp":1742399280069,"version":"3.28.0"},"reference-count":40,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011,8]]},"DOI":"10.1109\/iccp.2011.6047899","type":"proceedings-article","created":{"date-parts":[[2011,10,21]],"date-time":"2011-10-21T15:05:28Z","timestamp":1319209528000},"page":"367-374","source":"Crossref","is-referenced-by-count":14,"title":["The influence of hubness on nearest-neighbor methods in object recognition"],"prefix":"10.1109","author":[{"given":"Nenad","family":"Tomasev","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raluca","family":"Brehar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dunja","family":"Mladenic","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sergiu","family":"Nedevschi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","article-title":"Distance metric learning for large margin nearest neighbor classification","author":"weinberger","year":"2006","journal-title":"In NIPS"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1874173"},{"key":"ref33","article-title":"Nearest neighbor voting in high dimensional data: Learning from past occurrences","author":"toma\u0161ev","year":"2011","journal-title":"Artificial Intelligence Laboratory Jozef Stefan Institute Tech Rep"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref31","first-page":"248","article-title":"Iknn: Informative k-nearest neighbor pattern classification","author":"song","year":"2007","journal-title":"Proceedings of the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"216","DOI":"10.1007\/11758532_30","article-title":"An adaptive fuzzy knn text classifier","volume":"3993","author":"shang","year":"2006","journal-title":"Computational Science &#x2014; ICCS 2006 ser Lecture Notes in Computer Science"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2006.07.002"},{"key":"ref36","article-title":"Histogram of oriented gradients for human detection","author":"triggs","year":"2005","journal-title":"IEEE Computer Vision and Pattern Recognition"},{"key":"ref35","article-title":"The role of hubness in clustering high-dimensional data","author":"toma\u0161ev","year":"2011","journal-title":"PAKDD"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23199-5_2"},{"key":"ref10","article-title":"Discriminatory analysis, nonparametric discrimination: consistency properties","author":"fix","year":"1951","journal-title":"USAF School of Aviation Medicine Randolph Field Texas Tech Rep"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1201\/9781584889670"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2007.1037"},{"key":"ref12","first-page":"271","article-title":"Efficient visual object tracking with online nearest neighbor classifier","author":"gu","year":"0","journal-title":"Proceedings of the 10th Asian conference on Computer vision - Volume Part I"},{"key":"ref13","first-page":"53","article-title":"Text categorization using weight adjusted k-nearest neighbor classification","volume":"2035","author":"han","year":"2001","journal-title":"Advances in Knowledge Discovery and Data Mining ser Lecture Notes in Computer Science"},{"key":"ref14","first-page":"482","article-title":"Can shared-neighbor distances defeat the curse of dimensionality?","author":"houle","year":"0","journal-title":"Proceedings of the 22nd International Conference on Scientific and Statistical Database Management"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"310","DOI":"10.1007\/978-3-540-88425-5_32","article-title":"A new approach to fuzzy-rough nearest neighbour classification","volume":"5306","author":"jensen","year":"2008","journal-title":"Rough Sets and Current Trends in Computing"},{"key":"ref16","article-title":"Rapid object detection using a boosted cascade of simple features","author":"jones","year":"2001","journal-title":"Conf Computer Vision and Pattern Recognition"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1985.6313426"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176325633"},{"key":"ref19","first-page":"524","article-title":"A bayesian hierarchical model for learning natural scene categories","volume":"2","author":"li","year":"0","journal-title":"Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05)"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1835449.1835482"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587598"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553485"},{"key":"ref3","article-title":"Improving timbre similarity: How high is the sky","volume":"1","author":"aucouturier","year":"2004","journal-title":"Journal of Negative Results in Speech and Audio Sciences"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1981.4767052"},{"key":"ref29","first-page":"2487","article-title":"Hubs in space: Popular nearest neighbors in high-dimensional data","volume":"11","author":"radovanovi?","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176343886"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2004.383"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.260"},{"key":"ref2","article-title":"Ten experiments on the modelling of polyphonic timbre","author":"aucouturier","year":"2006","journal-title":"Docteral dissertation University of Paris 6 Tech Rep"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.167"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"420","DOI":"10.1007\/3-540-44503-X_27","article-title":"On the surprising behavior of distance metrics in high dimensional spaces","author":"aggarwal","year":"2001","journal-title":"Proc of the 8th Int Conf on Database Theory (ICDT 2001)"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2002.1038171"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.1999.790410"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.1999.790410"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2009.27"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.1998.710772"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2008.4621297"}],"event":{"name":"2011 IEEE International Conference on Intelligent Computer Communication and Processing (ICCP)","start":{"date-parts":[[2011,8,25]]},"location":"Cluj-Napoca, Romania","end":{"date-parts":[[2011,8,27]]}},"container-title":["2011 IEEE 7th International Conference on Intelligent Computer Communication and Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/6041100\/6047826\/06047899.pdf?arnumber=6047899","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,20]],"date-time":"2017-06-20T08:26:05Z","timestamp":1497947165000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6047899\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,8]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/iccp.2011.6047899","relation":{},"subject":[],"published":{"date-parts":[[2011,8]]}}}