{"id":50,"date":"2008-03-31T21:39:12","date_gmt":"2008-03-31T19:39:12","guid":{"rendered":"http:\/\/www.schnitzer.at\/dominik\/?page_id=50"},"modified":"2024-01-02T20:24:21","modified_gmt":"2024-01-02T19:24:21","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.schnitzer.at\/dominik\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p>Here is a list of my publications:<\/p>\n<p><strong>Highlights<\/strong><\/p>\n<ul>\n<li><a href=\"http:\/\/jmlr.csail.mit.edu\/papers\/volume13\/schnitzer12a\/schnitzer12a.pdf\">[pdf]<\/a>, <a href=\"http:\/\/ofai.at\/~dominik.schnitzer\/mp\/\">[www]<\/a> <em>Local and Global Scaling Reduce Hubs in Space<\/em>, Schnitzer D., Flexer A., Schedl M., Widmer G., Journal of Machine Learning Research, 13(Oct):2871-2902, 2012.<\/li>\n<li><em>Method and a system for identifying similar audio tracks<\/em>, Schnitzer D., US Patent (<a href=\"http:\/\/patft.uspto.gov\/netacgi\/nph-Parser?Sect1=PTO1&amp;Sect2=HITOFF&amp;d=PALL&amp;p=1&amp;u=%2Fnetahtml%2FPTO%2Fsrchnum.htm&amp;r=1&amp;f=G&amp;l=50&amp;s1=8,190,663.PN.&amp;OS=PN\/8,190,663&amp;RS=PN\/8,190,663\">US 8190663<\/a>), EP (<a href=\"http:\/\/www.freepatentsonline.com\/EP2273384.html\">EP2273384<\/a>), 2009.<\/li>\n<\/ul>\n<p><strong>2014<\/strong><\/p>\n<ul>\n<li><em>Choosing the Metric in High-Dimensional Spaces Based on Hub Analysis<\/em>, Schnitzer D., Flexer A., Proceedings of the 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2014.<\/li>\n<li><em>A Case for Hubness Removal in High-Dimensional Multimedia Retrieval<\/em>, Schnitzer D., Flexer A., Tomasev N. , Proceedings of the 36th European Conference on Information Retrieval (ECIR), 2014.<\/li>\n<li><a href=\"http:\/\/www.cp.jku.at\/people\/schedl\/Research\/Publications\/pdf\/schedl_mmm_2014.pdf\">[pdf]<\/a><em> Location-Aware Music Artist Recommendation<\/em>, Schedl M., Schnitzer D., Proceedings of the 20th International Conference on Multi Media Modeling (MMM 2014), Dublin, Ireland, January 2014.<\/li>\n<\/ul>\n<p><strong>2013<\/strong><\/p>\n<ul>\n<li><a href=\"http:\/\/www.eurasip.org\/Proceedings\/Eusipco\/Eusipco2013\/papers\/1569743361.pdf\">[pdf]<\/a><em> The Relation of Hubs to the Doddington Zoo in Speaker Verification<\/em>, Schnitzer D., Flexer A., Schlueter J., Proceedings of the 21st European Signal Processing Conference (EUSIPCO\u20192013), September 9-13, Marrakech, Morocco, 2013.<\/li>\n<li><a href=\"http:\/\/www.ecmlpkdd2013.org\/wp-content\/uploads\/2013\/09\/MLMU_Flexer.pdf\">[pdf]<\/a><em> Using mutual proximity for novelty detection in audio music similarity<\/em>, Flexer A., Schnitzer D., in Procceedings of the 6th International Workshop on Machine Learning and Music, Prague, Czech Republic, 2013.<\/li>\n<li><a href=\"http:\/\/www.ofai.at\/cgi-bin\/get-tr?download=1&amp;paper=oefai-tr-2013-04.pdf\">[pdf]<\/a><em> Can Shared Nearest Neighbors Reduce Hubness in High-Dimensional Spaces?<\/em>, Flexer A., Schnitzer D. , Proceedings of the 1st International Workshop on High Dimensional Data Mining (HDM), in conjunction with the IEEE International Conference on Data Mining (IEEE ICDM 2013), Dallas, Texas, USA, 2013.<\/li>\n<li><a href=\"http:\/\/www.cp.jku.at\/research\/papers\/Schedl_sigir_2013.pdf\">[pdf]<\/a><em> Hybrid Retrieval Approaches to Geospatial Music<br \/>\nRecommendation<\/em>, Schedl, M. and Schnitzer, D., Proceedings of the 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013), Dublin, Ireland, 2013.<\/li>\n<\/ul>\n<p><strong>2012<\/strong><\/p>\n<ul>\n<li><a href=\"http:\/\/jmlr.csail.mit.edu\/papers\/volume13\/schnitzer12a\/schnitzer12a.pdf\">[pdf]<\/a>, <a href=\"http:\/\/ofai.at\/~dominik.schnitzer\/mp\/\">[www]<\/a> <em>Local and Global Scaling Reduce Hubs in Space<\/em>, Schnitzer D., Flexer A., Schedl M., Widmer G., Journal of Machine Learning Research, 13(Oct):2871-2902, 2012.<\/li>\n<li><a href=\"http:\/\/ismir2012.ismir.net\/event\/papers\/175-ismir-2012.pdf\">[pdf]<\/a> <em>A MIREX meta-analysis of hubness in audio music similarity<\/em>, Flexer A., Schnitzer D., Schlueter J., Proceedings of the 13th International Society for Music Information Retrieval Conference (ISMIR&#8217;12), Porto, Portugal, October 8th-12th, 2012. <i>Best Paper Award<\/i><\/li>\n<li><a href=\"http:\/\/www.cp.jku.at\/research\/papers\/schedl_etal_IUI_2012.pdf\">[pdf]<\/a><em> A Model for Serendipitous Music Retrieval<\/em>, Schedl, M., Hauger, D., and Schnitzer, D., Proceedings of the 16th International Conference on Intelligent User Interfaces (IUI 2012): 2nd International Workshop on Context-awareness in Retrieval and Recommendation (CaRR 2012), Lisbon, Portugal, February 2012.<\/li>\n<\/ul>\n<p><strong>2011<\/strong><\/p>\n<ul>\n<li><a href=\"http:\/\/www.schnitzer.at\/dominik\/phd-thesis\/\">[www]<\/a> <em>Dealing with the Music of the World &#8211; Indexing Content-Based Music Similarity Models for Fast Retrieval in Massive Databases<\/em>, Schnitzer D., PhD Thesis. Johannes Kepler University, Linz, Austria, 2011.<\/li>\n<li><a href=\"http:\/\/ismir2011.ismir.net\/papers\/PS1-7.pdf\">[pdf]<\/a> <em>Using Mutual Proximity to Improve Content-Based Audio Similarity<\/em>, Schnitzer D., Flexer A., Schedl M., Widmer G., Proceedings of the 12th International Society for Music Information Retrieval Conference (ISMIR&#8217;11), Miami, FL, USA, 2011.<\/li>\n<\/ul>\n<p><strong>2010<\/strong><\/p>\n<ul>\n<li><em>A Fast Audio Similarity Retrieval Method for Millions of Music Tracks<\/em>, Schnitzer D., Flexer A., Widmer G., Multimedia Tools and<br \/>\nApplications, December 2010.<\/li>\n<li><em>Effects of Album and Artist Filters in Audio Similarity Computed for Very Large Music Databases<\/em>, Flexer A., Schnitzer D., Computer Music Journal, Volume 34, Number 3, pp. 20-28, 2010.<\/li>\n<li><a href=\"http:\/\/ismir2010.ismir.net\/proceedings\/ismir2010-56.pdf\">[pdf]<\/a> <em>Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features<\/em>, Schnitzer D., Flexer A., Widmer G., Gasser M., Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR&#8217;10), Utrect, NL, 2010.<\/li>\n<li><a href=\"http:\/\/ismir2010.ismir.net\/proceedings\/ismir2010-31.pdf\">[pdf]<\/a> <em>Combining features reduces hubness in audio similarity<\/em>, Flexer A., Schnitzer D., Gasser M., Pohle T., Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR&#8217;10), Utrect, NL, 2010.<\/li>\n<li><em>Limitations of interactive music recommendation based on audio content<\/em>, Flexer A., Gasser M., Schnitzer D., Proceedings of the 5th Audio Mostly Conference: A Conference on Interaction with Sound, pp. 96-102, 2010.<\/li>\n<li><em>Three Web-based Heuristics to Determine a Person&#8217;s or Institution&#8217;s Country of Origin<\/em>, Schedl, M., Seyerlehner, K., Schnitzer, D., Widmer, G., and Schiketanz, C., In Proceedings of the 33rd Annual ACM SIGIR Conference (SIGIR 2010), Posters and Demos, Geneva, Switzerland, 2010.<\/li>\n<li><em>Hubs and Orphans &#8211; an Explorative Approach<\/em>, Gasser M., Flexer A., Schnitzer D., Proceedings of the 7th Sound and Music Computing Conference (SMC&#8217;10), Barcelona, Spain, 2010.<\/li>\n<\/ul>\n<p><strong>2009<\/strong><\/p>\n<ul>\n<li><a href=\"http:\/\/ismir2009.ismir.net\/proceedings\/OS6-3.pdf\">[pdf]<\/a> <em>A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks<\/em>, Schnitzer D., Flexer A., Widmer G., Proceedings of the 10th International Conference on Music Information Retrieval (ISMIR&#8217;09), Kobe, Japan, 2009.<\/li>\n<li><a href=\"http:\/\/ismir2009.ismir.net\/proceedings\/PS4-1.pdf\">[pdf]<\/a> <em>Augmenting Text-Based Music Retrieval with Audio Similarity<\/em>, P. Knees, T. Pohle, M. Schedl, D. Schnitzer, K. Seyerlehner, and G. Widmer., Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR&#8217;09), Kobe, Japan, 2009.<\/li>\n<li><a href=\"http:\/\/www.cp.jku.at\/research\/papers\/Seyerlehner_etal_DAFx_2009.pdf\">[pdf]<\/a> <em>Informed Selection of Frames for Music Similarity Computation<\/em>, Seyerlehner, K. and Pohle, T. and Widmer, G. and Schnitzer, D., Proceedings of the 12th International Conference on Digital Audio Effects (DAFx-09), Como, Italy, 2009.<\/li>\n<li><a href=\"http:\/\/smcnetwork.org\/files\/proceedings\/2009\/208.pdf\">[pdf]<\/a> <em>FM4 Soundpark: Audio-based music recommendation in everyday use<\/em>, Gasser, M. and Schnitzer, D. and Flexer, A. and Widmer, G., Proceedings of the 6th Sound and Music Computing Conference (SMC 2009), Porto, Portugal, 2009.<\/li>\n<li><em>Comparing Sounds and the Organisation of their Onsets in Time<\/em>, 6th Annual Music Information Retrieval eXchange (MIREX&#8217;09), Kobe, Japan, 2009.<\/li>\n<li><em>Album and Artist Effects for Audio Similarity at the Scale of the Web<\/em>, Flexer, A. and Schnitzer, D., Proceedings of the 6th Sound and Music Computing Conference (SMC 2009), Porto, Portugal, 2009.<\/li>\n<\/ul>\n<ul>\n<li><em>On Rhythm and General Music Similarity<\/em>, T. Pohle, D. Schnitzer, M. Schedl, P. Knees, and G. Widmer, Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR&#8217;09), Kobe, Japan, 2009.<\/li>\n<li><em>Browsing Music Recommendation Networks<\/em> K. Seyerlehner, P. Knees, D. Schnitzer, and G. Widmer, Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR&#8217;09), Kobe, Japan, 2009.<\/li>\n<\/ul>\n<p><strong>2008<\/strong><\/p>\n<ul>\n<li><em>Playlist Generation using Start and End Songs<\/em>, Flexer A., Schnitzer D., Gasser M., Widmer G., Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR&#8217;08), Philiadelphia, USA, 2008.<\/li>\n<li><em>A document-centered approach to a natural language music search engine<\/em>, Knees, P. and Pohle, T. and Schedl, M. and Schnitzer, D. and Seyerlehner, K., Lecture Notes in Computer Science, Springer, 2008.<\/li>\n<li><em>A Document-centered Approach to a Natural Language Music Search Engine<\/em>, P. Knees, T. Pohle, M. Schedl, D. Schnitzer, and K. Seyerlehner, Proceedings of the 30th European Conference on Information Retrieval (ECIR&#8217;08), Glasgow, Scotland, UK, March 30-April 3, 2008.<\/li>\n<\/ul>\n<p><strong>2007<\/strong><\/p>\n<ul>\n<li><a href=\"http:\/\/www.schnitzer.at\/dominik\/pdf\/schnitzer_etal_MUM_2007.pdf\">[pdf]<\/a> <em>One-touch access to music on mobile devices<\/em>, Schnitzer D.,\u00a0 Pohle T., Knees P., Widmer G., Proceedings of the 6th International Conference on Mobile and Ubiquitous Multimedia (MUM07), 103&#8211;109, 2007, ACM New York, NY, USA.<\/li>\n<li><em>From Rhythm Patterns to Perceived Tempo<\/em>, Seyerlehner K., Widmer G., Schnitzer D., Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR&#8217;07), Vienna, Austria, 2007<\/li>\n<li><em>Striving for an Improved Audio Similarity Measure<\/em>, Pohle T., Schnitzer D. , 4th Annual Music Information Retrieval eXchange (MIREX&#8217;07), Vienna, Austria, 2007.<\/li>\n<li><a href=\"http:\/\/www.schnitzer.at\/dominik\/pdf\/mirage.pdf\">[pdf]<\/a><em> Mirage &#8211; High-Performance Music Similarity Computation and Automatic Playlist Generation<\/em>, Schnitzer D., Master&#8217;s Thesis, Vienna University of Technology, 2007<\/li>\n<\/ul>\n<p><strong>Older publications<\/strong><\/p>\n<ul>\n<li><a href=\"http:\/\/www.schnitzer.at\/dominik\/uni\/brainstorms.pdf\">[pdf]<\/a><em> Brainstorms &#8211; Eine Einfuhrung in Computational Neuroscience<\/em>, Schnitzer D., May 2003, Bachelor&#8217;s Thesis (Theory)<\/li>\n<li><a href=\"http:\/\/www.schnitzer.at\/dominik\/moc\/moc.pdf\">[pdf]<\/a><em> MoC &#8211; Master of Celebration<\/em>, Schnitzer D., May 2003, Bachelor&#8217;s Thesis (Praxis)<\/li>\n<li><a href=\"http:\/\/www.schnitzer.at\/dominik\/uni\/ipv6sec.pdf\">[pdf]<\/a><em> Applied IPv6 Security<\/em>, Schnitzer D., 2002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Here is a list of my publications: Highlights [pdf], [www] Local and Global Scaling Reduce Hubs in Space, Schnitzer D., Flexer A., Schedl M., Widmer G., Journal of Machine Learning Research, 13(Oct):2871-2902, 2012. Method and a system for identifying similar audio tracks, Schnitzer D., US Patent (US 8190663), EP (EP2273384), 2009. 2014 Choosing the Metric &hellip; <a href=\"https:\/\/www.schnitzer.at\/dominik\/publications\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Publications<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"open","template":"","meta":{"ngg_post_thumbnail":0,"footnotes":""},"_links":{"self":[{"href":"https:\/\/www.schnitzer.at\/dominik\/wp-json\/wp\/v2\/pages\/50"}],"collection":[{"href":"https:\/\/www.schnitzer.at\/dominik\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.schnitzer.at\/dominik\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.schnitzer.at\/dominik\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.schnitzer.at\/dominik\/wp-json\/wp\/v2\/comments?post=50"}],"version-history":[{"count":33,"href":"https:\/\/www.schnitzer.at\/dominik\/wp-json\/wp\/v2\/pages\/50\/revisions"}],"predecessor-version":[{"id":663,"href":"https:\/\/www.schnitzer.at\/dominik\/wp-json\/wp\/v2\/pages\/50\/revisions\/663"}],"wp:attachment":[{"href":"https:\/\/www.schnitzer.at\/dominik\/wp-json\/wp\/v2\/media?parent=50"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}