{"id":79,"date":"2011-03-07T15:30:15","date_gmt":"2011-03-07T14:30:15","guid":{"rendered":"http:\/\/ailab.ijs.si\/dunja_mladenic\/?page_id=79"},"modified":"2018-04-07T05:21:33","modified_gmt":"2018-04-07T03:21:33","slug":"research","status":"publish","type":"page","link":"https:\/\/ailab.ijs.si\/dunja_mladenic\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<h4>Semantic Technology<\/h4>\n<ul>\n<li>Tadej Stajner, Dunja Mladenic <a href=\"https:\/\/link.springer.com\/article\/10.1007\/s10115-018-1179-9?wt_mc=Internal.Event.1.SEM.ArticleAuthorOnlineFirst\">Cross-lingual document similarity estimation and dictionary generation with comparable corpora<\/a>, Knowledge and Information Systems, March 2018.\n<li>Mario Karlovcec, Borut Luzar, Dunja Mladenic <a href=\"https:\/\/link.springer.com\/article\/10.1007%2Fs11192-016-2154-4\">Core-periphery dynamics in collaboration networks: the case study of Slovenia<\/a>, Scientometrics, December 2016.\n<li>Simperl, E., Thurlow, I., Warren, P., Dengler, F., Davies, J., Grobelnik, M., Mladenic, D., Gomez-Perez, J., Ruiz, C. (2010) Overcoming information overload in the enterprise : the active approach. IEEE internet computing, 14:6, 39-46.<\/li>\n<li>Grobelnik, M., Mladenic, D., Fortuna, B. (2009) <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/semantic\/KMSocialNetwork_Feb2008.pdf\">Semantic technology for capturing communication inside an organisation<\/a>. IEEE internet computing, 13:4, 59-66.<\/li>\n<li>Grobelnik, M., Brank, J., Mladenic, D., Novak, B., fortuna, B. (2006). <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/semantic\/StreamOntologies_Final2006.pdf\">Using DMoz for constructing ontology from data stream<\/a>. 28th International Conference on Information Technology Interfaces ITI-2006, IEEE Catalog:06EX1244, 439-444, SRCE Zagreb..<\/li>\n<li>Grobelnik, M., Mladenic, D. (2005) <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/semantic\/KDinKM-May2005Final.pdf\">Automated knowledge discovery in advanced knowledge management. Journal of knowledge management<\/a>, 9:132-149.<\/li>\n<li>Mladenic, D., Grobelnik, M. (2004). <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/semantic\/Yahoo_May2004.pdf\">Mapping documents onto web page ontology<\/a>. Web mining: from web to semantic web, LNAI:3209, 77-96, Springer.<\/li>\n<\/ul>\n<h4>Text Mining<\/h4>\n<ul>\n<li><a href=\"https:\/\/ailab.ijs.si\/dunja\/wordMine.html\" target=\"_blank\">Analysis of Large Text Datasets project<\/a>;<\/li>\n<li><a href=\"https:\/\/ailab.ijs.si\/dunja\/yplanet.html\" target=\"_blank\">Yahoo Planet project<\/a> (try our demo of document categorization!)<\/li>\n<li><a href=\"https:\/\/ailab.ijs.si\/dunja\/pww.html\" target=\"_blank\">Personal WebWatcher project<\/a> (part of <a href=\"http:\/\/www.cs.cmu.edu\/~TextLearning\/\" target=\"_blank\">CMU Text Learning Group work<\/a>)<\/li>\n<li><a href=\"http:\/\/www.cs.cmu.edu\/~WebKB\/\" target=\"_blank\">The World Wide Knowledge Base (Web-&gt;KB) project<\/a> (part of <a href=\"http:\/\/www.cs.cmu.edu\/afs\/cs\/project\/theo-4\/text-learning\/www\/\" target=\"_blank\">CMU Text Learning Group work<\/a>),<\/li>\n<li><a href=\"http:\/\/www.cs.cmu.edu\/afs\/cs\/project\/theo-4\/text-learning\/www\/corpusbuilder\/\">The Corpus Builder project<\/a> (part of <a href=\"http:\/\/www.cs.cmu.edu\/afs\/cs\/project\/theo-4\/text-learning\/www\/\" target=\"_blank\">CMU Text Learning Group work<\/a>)<\/li>\n<li><a href=\"https:\/\/ailab.ijs.si\/dunja\/PhD.html\" target=\"_blank\">PhD thesis project<\/a> (see some photos from the defence!)<\/li>\n<li><strong>Some Publications:<\/strong>\n<ul>\n<li> Plisson, J., Lavrac, N., Mladenic, D., Erjavec, T. (2008) <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/text\/Plison_Abstract.txt\">Ripple down rule learning for automated word lemmatisation<\/a>. AI commun. 21:1, 15-26.<\/li>\n<li>Bhole, A., Fortuna, B., Grobelnik, M., Mladenic, D. (2007) <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/text\/Bhole_ExtractingWikipedia-Final2007.pdf\">Extracting named entities and relating them over time based on Wikipedia<\/a>. Informatica 31:4, 463-468.<\/li>\n<li>Fortuna, B., Grobelnik, M., Mladenic, D. (2005)<\/li>\n<li>Grobelnik, M., Mladenic, D. (2004) <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/text\/GrobelnikMladenic-Informatica2004.pdf\">Visualization of news articles<\/a>. Informatica 28:4 375-380.<\/li>\n<li>Mladenic, D., Grobelnik, M. (2003) <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/pww\/yplanetDSJou.pdf\">Feature selection on hierarchy of web documents<\/a>. Decision support systems, 35:45-87.<\/li>\n<li>Grobelnik, M., Mladenic, D. (2002) <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/SolEuNet\/EUProjectsIISSep02.pdf\">Approaching Analysis of EU IST Projects Database<\/a>. International Conference on Information and Intelligent Systems IIS-2002, Varazdin, Croatia.<\/li>\n<li>Mladenic, D. (1998) <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/PWW\/pwwECAI98yr.ps.gz\">Turning Yahoo into an Automatic Web-Page Classifier<\/a> (<a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/PWW\/pwwECAI98yr.ps\">uncompressed<\/a>) Proceedings of the 13th European Conference on Aritficial Intelligence ECAI&#8217;98 (pp. 473-474). (<a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/abstract\/apwwECAI98yr.html\">abstract<\/a>)<\/li>\n<li>Mladenic, D., Grobelnik, M. (1998) <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/PWW\/pwwCONALD98.ps.gz\">Feature selection for clasification based on text hierarchy<\/a> (<a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/PWW\/pwwCONALD98.ps\">uncompressed<\/a>) Working notes of Learning from Text and the Web, Conference on Automated Learning and Discovery CONALD-98. (<a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/abstract\/apwwCONALD98.html\">abstract<\/a>)<\/li>\n<li>Mladenic, D., (1998) <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/PWW\/pwwECML98.ps.gz\">Feature subset selection in text-learning<\/a> (<a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/PWW\/pwwECML98.ps\">uncompressed<\/a>) 10th European Conference on Machine Learning ECML98. (<a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/abstract\/apwwECML98.html\">abstract<\/a>)<\/li>\n<li>Mladenic, D., (1998) <a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/PhD\/PhDFinal.ps\">Machine Learning on non-homogeneous, distributed text data<\/a> (<a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/PhD\/PhDFinal.ps.gz\">compressed<\/a>) PhD thesis, University of Ljubljana, Slovenia, October 1998.<\/li>\n<li>Mladenic, D., (1996)<a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/PWW\/pwwTR.ps\"> Personal WebWatcher: Implementation and Design<\/a> (<a href=\"https:\/\/ailab.ijs.si\/dunja\/papers\/PWW\/pwwTR.ps.Z\">compressed<\/a>) Technical Report IJS-DP-7472.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>Data Mining\/Machine Learning<\/h4>\n<ul>\n<li>Data Mining on the market basket analysis <a href=\"http:\/\/www.ics.uci.edu\/~interfac\/all-sessions.html#FBI1\">abstract of the paper<\/a> William F. Eddy, Dunja Mladenic, Scott Ziolko: &#8220;Exploratory Analysis of Retail Sales of Billions of Items&#8221;.<\/li>\n<li>Data Mining in Biomedicine on the <a href=\"http:\/\/dev.health.pitt.edu\/ahrq\/\" target=\"_blank\">AHRQ Bioterrorism Intitiative project <\/a>investigating methods for the real-time detection<\/li>\n<li><a href=\"https:\/\/ailab.ijs.si\/dunja\/bibICL.html\" target=\"_blank\">Inductive Concept Learning<\/a><\/li>\n<li><a href=\"https:\/\/ailab.ijs.si\/dunja\/bibDES.html\" target=\"_blank\">Application of ML to Discrete Event Simulation<\/a><\/li>\n<li><a href=\"https:\/\/ailab.ijs.si\/dunja\/bibDV.html\" target=\"_blank\">Data Visualisation in ML<\/a><\/li>\n<li><a href=\"https:\/\/ailab.ijs.si\/dunja\/bibMP.html\" target=\"_blank\">Machine Learning in Medicine and Pharmacology<\/a><\/li>\n<li><a href=\"https:\/\/ailab.ijs.si\/dunja\/bibLS.html\">LogoS<\/a><\/li>\n<li><a href=\"https:\/\/ailab.ijs.si\/dunja\/bibTX.html\">Encyclopaedia typesetting based on TeX<\/a><\/li>\n<\/ul>\n<p>With <a href=\"https:\/\/ailab.ijs.si\/marko_grobelnik\/\" target=\"_blank\">Marko Grobelnik<\/a> organizing Slovenian KDD conference <a href=\"https:\/\/ailab.ijs.si\/dunja\/SiKDD2011\/\" target=\"_blank\">SiKDD-2011<\/a>, paper submission deadline August 31, 2011.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Semantic Technology Tadej Stajner, Dunja Mladenic Cross-lingual document similarity estimation and dictionary generation with comparable corpora, Knowledge and Information Systems, March 2018. Mario Karlovcec, Borut Luzar, Dunja Mladenic Core-periphery dynamics in collaboration networks: the case study of Slovenia, Scientometrics, December 2016. Simperl, E., Thurlow, I., Warren, P., Dengler, F., Davies, J., Grobelnik, M., Mladenic, D., [&hellip;]<\/p>\n","protected":false},"author":53,"featured_media":0,"parent":0,"menu_order":1,"comment_status":"closed","ping_status":"open","template":"","meta":{"vkexunit_cta_each_option":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-79","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ailab.ijs.si\/dunja_mladenic\/wp-json\/wp\/v2\/pages\/79","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ailab.ijs.si\/dunja_mladenic\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ailab.ijs.si\/dunja_mladenic\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ailab.ijs.si\/dunja_mladenic\/wp-json\/wp\/v2\/users\/53"}],"replies":[{"embeddable":true,"href":"https:\/\/ailab.ijs.si\/dunja_mladenic\/wp-json\/wp\/v2\/comments?post=79"}],"version-history":[{"count":21,"href":"https:\/\/ailab.ijs.si\/dunja_mladenic\/wp-json\/wp\/v2\/pages\/79\/revisions"}],"predecessor-version":[{"id":433,"href":"https:\/\/ailab.ijs.si\/dunja_mladenic\/wp-json\/wp\/v2\/pages\/79\/revisions\/433"}],"wp:attachment":[{"href":"https:\/\/ailab.ijs.si\/dunja_mladenic\/wp-json\/wp\/v2\/media?parent=79"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}