dr Jelena Graovac

Bibliography

• PhD Thesis: Contribution to text categorization methods: mathematical models and applications, under supervision of full professor Gordana Pavlović-Lažetić. Faculty of Mathematics, University of Belgrade. May 2014.
  url: http://poincare.matf.bg.ac.rs/~jgraovac/publications/jg_phd.pdf
• Master Thesis: XML database management of lexical resources, under supervision of prof. dr Gordana Pavlović-Lažetić, September 2008., Faculty of Mathematics, University of Belgrade.
  url: http://poincare.matf.bg.ac.rs/~jtomasevic/publications/jt.pdf
• Journal papers
• M. Bankovic, V. Filipovic, J. Graovac, J. Hadzi-Puric, A. Hurson, A. Kartelj, J. Kovacevic, N. Korolija, M. Kotlar, N. B. Krdzavac, F. Maric, S. Malkov, V. Milutinovic, N. Mitic, S. Miskovic, M. Nikolic, G. Pavlovic-Lazetic, D. Simic, S. Stojanovic Djurdjevic, S. Vujicic Stankovic, M. Vujošević Janičić and M. Zivkovic Teaching graduate students how to review research articles and respond to reviewer comments, Advances in Computers , Elsevier, Volume 116, 2020.
• J. Graovac, M. Mladenović, I. Tanasijević, NgramSPD: Exploring Optimal N-gram Model for Sentiment Polarity Detection in Different Languages, Intelligent Data Analysis, Accepted, 2019.
• J. Graovac, J. Kovačević, G. Pavlović-Lažetić, Hierarchical vs. flat n-gram-based text categorization: can we do better?, Computer Science and Information Systems: ComSIS, Vol. 14, No. 1, Pages 103-121, 2017.
• J. Graovac, J. Kovačević, G. Pavlović-Lažetić, Language Independent n-Gram-Based Text Categorization with Weighting Factors: A Case Study, JIDM - Journal of Information and Data Management, Vol. 6, No. 1, Pages 4-17, 2015.
         url: https://seer.lcc.ufmg.br/index.php/jidm/article/view/703
• J. Kovačević, J. Graovac Application of a Structural Support Vector Machine method to N-gram based text classification in Serbian. INFOtheca - Journal of Information and Library Science, Vol. 16, No. 1, 2015.
         url: http://infoteka.bg.ac.rs/pdf/Eng/2016/INFOTHECA_XVI_1_2016_1a.pdf
• J. Kovačević, J. Graovac Prospective automated hierarchical classification of digitized documents. Review of the National Center for Digitization, Accepted, 2015.
  
• J. Graovac A variant of n-gram based language-independent text categorization, Intelligent Data Analysis, Vol. 18, No. 4, 2014.
         url: http://iospress.metapress.com/content/l1763560p0556423/
• J. Graovac, Wordnet-based text categorization technique. INFOtheca - Journal of Information and Library Science, Vol. 14, No. 2, 2013.
         url: http://infoteka.unilib.rs/2013/br.2/eng/Infotheca-2-2013-Jelena-Graovac.pdf (in English)
         url: http://infoteka.unilib.rs/2013/br.2/srp/Infoteka-2-2013-Jelena-Graovac.pdf (in Serbian)
• M. Vujošević-Janičić, J. Tomašević, P. Janičić, Random k-GD-SAT Model and its Phase Transition, Journal of Universal Computer Science, Volume 13, Issue 4, pages 572-591, 2007.
         url: http://www.jucs.org/jucs_13_4/random_k_gd_sat -
• M. Živković, S. Malkov, S. Zarić, M. Vujošević-Janičić, J. Tomašević, G. Predović, N. Blažić, M. V. Beljanski, Statistical Dependence of Protein Secondary Structure on Amino Acid Bigrams, Chemical Industry and Chemical Engineering Quarterly, 12(1), 82, 2006.
         url: http://www.matf.bg.ac.rs/~jgraovac/publications/sdp.pdf
• Books and book chapters
• Milena Vujoševic Janičic, Jelena Graovac, Nina Radojičic, Ana Spasic, Mirko Spasic, Anđelka Zečevic, Programiranje 2 - Zbirka zadataka sa rešenjima (u programskom jeziku C), Matematički fakultet, ISBN 978-86-7589-107-9, 2016
       url: http://www.programiranje2.matf.bg.ac.rs/zbirka/p2_zbirka.pdf
• P. Quaresma, P. Janičić, J. Tomašević, M. Vujošević-Janičić, D. Tošić, XML-based Format for Descriptions of Geometrical Constructions and Geometrical Proofs, chapter in Communicating Mathematics in Digital Era, CMDE 2006, edited by. J. M. Borwein, E. M. Rocha and J. F. Rodrigues, Aveiro, Portugal, August 15-18, 2006.
         url: http://www.matf.bg.ac.rs/~jgraovac/publications/xmlFG.pdf
• Conference papers
• Jelena Graovac, Jovana Kovačević, and Gordana Pavlović Lažetić, Machine learning-based approach to help diagnosing Alzheimer’s disease through spontaneous speech analysis, Book of Abstracts, Belgrade BioInformatics Conference 2016, Belgrade, Serbia, 2016.
         url: BelBI2016.book_of_abstracts.v3.pdf
• J. Graovac, G. Pavlović-Lažetić, Language-Independent Sentiment Polarity Detection in Movie Reviews: A Case Study of English and Spanish, 6th International Conference ICT Innovations 2014, Web Proceedings of the Conference, ISSN 1857-7288, pages 13--22, Ohrid, Macedonia, 2014.
         url: http://poincare.matf.bg.ac.rs/~jgraovac/publications/jgSPD.pdf
• J. Graovac, Text categorization using n-gram based language independent technique, Natural Language Processing for Serbian - Resources and Applications, Proceedings of the Conference "35th Anniversary of Computational Linguistics in Serbia", ISBN: 978-86-7589-088- 1, pages 124–135, Belgrade, 2014.
         url: http://poincare.matf.bg.ac.rs/~jgraovac/publications/jg35CLS.pdf
• J. Graovac, Serbian text categorization using byte level n-grams, In Proceedings of CLoBL 2012: Workshop on Computational Linguistics and Natural Language, 5th Balkan Conference in Informatics, ISBN: 978-86-7031-200-5, pp. 93 - 97, Novi Sad, Serbia, 2012.
         url: http://www.matf.bg.ac.rs/~jgraovac/publications/stcbn.pdf
• G. Pavlović-Lažetić, J. Tomašević, Ontology-driven conceptual document classification, KDIR 2010 - International Conference on Knowledge Discovery and Information Retrieval, 25-28 10. 2010, Valencia, Spain; In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, pp. 383-386, DOI: 10.5220/0003063903830386
         url: http://www.matf.bg.ac.rs/~jgraovac/publications/odcdc.pdf
• J. Tomašević, G. Pavlović-Lažetić, Productivity of concepts in Serbian Wordnet, in Proceedings of the 11th International Multiconference INFORMATION SOCIETY - IS 2008 Volume C: Proceedings of the Sixth Language Technologies Conference, EDs. Tomaž Erjavec, Jerneja Žganec Gros, Oct. 16th - 17th, 2008, Ljubljana, Slovenia, http://nl.ijs.si/is-ltc08/IS-LTC08- Proceedings.pdf ISBN 978-961-264-006-4, pp. 86-91
         url: http://nl.ijs.si/is-ltc08/IS-LTC08-Proceedings.pdf
• J. Tomašević, Milena Vujošević-Janičić, TemidaLib - Multiprecision Arithmetic Library, Zbornik radova SYMOPIS 2006, ISBN: 86-82183-07-2, Banja Koviljača, 3-6. Oktobar, 2006.
• M. Vujošević-Janičić, J. Tomašević, Phase Transition In Random SAT Problems, Zbornik radova SYMOPIS 2006, ISBN: 86-82183-07-2, Banja Koviljača, 3-6. Oktobar, 2006.
• M. Vujošević-Janičić, J. Tomašević, M. Živković, S. Malkov, G. Predović, N. Blažić, M. V. Beljanski, S. Zarić, Distribution of distances of connected amino acid pairs in proteins Poster prikazan na 1st South East European Congress of Chemical Engineering Faculty of Technology and Metallurgy, Belgrade, Serbia and Montenegro, September 25-28, 2005.