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New Frontiers in Document Classification with Applications to Medical Context
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This paper surveys on the recent trends of supervised document classification methods with a special focus on the medical context. In particular, the semantic document classification is considered, where some relevant general purpose algorithms are described. Then, relevant methods for semantic classification of medical documents are in the focus. The considered algorithms are categorised according to the adopted document representation or classifier. Finally, advancement of the state-of-the-art is proposed and described in the medical domain.
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<div class="BookChapter Publication short-list"> <div class="authors"> <span class="author-name" > Amelio, L. ✉ </span> <span class="author-type"> </span> ; <span class="author-name" > Amelio, A. </span> <span class="author-type"> </span> </div ><div class="title"><a href="/gui2/?mode=browse¶ms=publication;31058895" mtid="31058895" target="_blank">New Frontiers in Document Classification with Applications to Medical Context</a></div> <div class="InBook">In: Marko, Koricic; Zeljko, Butkovic; Karolj, Skala; Zeljka, Car; Marina, Cicin-Sain; Snjezana, Babic; Vlado, Sruk; Dejan, Skvorc; Slobodan, Ribaric; Stjepan, Gros; Boris, Vrdoljak; Mladen, Mauher; Edvard, Tijan; Predrag, Pale; Darko, Huljenic; Tihana, Galinac Grbac; Matej, Janjic (eds.) <span class="booktitle"><a href="/gui2/?mode=browse¶ms=publication;30738595" target="_blank">2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) : Proceedings : May 20–24, 2019 Opatija, Croatia </a></span > </div><div class="pub-info"> <span class="publishedAt">Rijeka, Croatia : <span class="publisher">Hrvatska udruga MIPRO</span> <span class="year">(2019)</span> <span class="page"> pp. 1665-1670. , 6 p. </span> </div> <div class="pub-end"><div class="identifier-list"> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:black" title="000484544500297" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/WOS:000484544500297"> WoS </a> </span> </span> </div> <div class="short-pub-prop-list"> <span class="short-pub-mtid"> Publication:31058895 </span> <span class="status-holder"><span class="status-data status-APPROVED"> Published </span></span> <span class="pub-core"> Citing </span> <span class="pub-type">Chapter in Book (Conference paper ) </span> <!-- && !record.category.scientific --> <span class="pub-category">Scientific</span> </div> </div> </div><div class="BookChapter Publication long-list"> <div class="authors"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" >Amelio L. ✉ </span> ; <span class="author-name" >Amelio A. </span> </div> </div> <div class="title"><a href="/gui2/?mode=browse¶ms=publication;31058895" target="_blank">New Frontiers in Document Classification with Applications to Medical Context</a></div> <div class="InBook"><div class="chapter-in">In:</div> <div class="authors"> <div class="autype autype-1"> <span class="author-name" >Marko Koricic </span> ; <span class="author-name" >Zeljko Butkovic </span> ; <span class="author-name" >Karolj Skala </span> ; <span class="author-name" >Zeljka Car </span> ; <span class="author-name" >Marina Cicin-Sain </span> ; <span class="author-name" >Snjezana Babic </span> ; <span class="author-name" >Vlado Sruk </span> ; <span class="author-name" >Dejan Skvorc </span> ; <span class="author-name" >Slobodan Ribaric </span> ; <span class="author-name" >Stjepan Gros </span> ; <span class="author-name" >Boris Vrdoljak </span> ; <span class="author-name" >Mladen Mauher </span> ; <span class="author-name" >Edvard Tijan </span> ; <span class="author-name" >Predrag Pale </span> ; <span class="author-name" >Darko Huljenic </span> ; <span class="author-name" >Tihana Galinac Grbac </span> ; <span class="author-name" >Matej Janjic </span> (eds.) </div> </div> <div class="booktitle"><a href="/gui2/?mode=browse¶ms=publication;30738595" target="_blank">2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) : Proceedings : May 20–24, 2019 Opatija, Croatia </a></div> <span class="publishedAt">Rijeka: <span class="publishers">Hrvatska udruga MIPRO</span>, <span class="page"> pp 1665-1670 </span> <span class="year">(2019)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Language: English | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:black" title="000484544500297" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/WOS:000484544500297"> WoS </a> </span> </span> <span class="bookchapter-ids">Book link(s):</span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9789532330984" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9789532330984"> 9789532330984 </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9781538692967" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9781538692967"> 9781538692967 </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="https://ieeexplore.ieee.org/xpl/conhome/8747288/proceeding" target="_blank" href="https://ieeexplore.ieee.org/xpl/conhome/8747288/proceeding"> Egyéb URL </a> </span> </span> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;31058895&sort=publishedYear,desc&sort=title"> Number of cited publications: 1 </a> </div> <div class="mtid"><span class="long-pub-mtid">Publication: 31058895</span> | <span class="status-data status-APPROVED"> Published </span> <span class="long-book-mtid">Book: 30738595</span> Citing | <span class="type-subtype">Chapter in Book ( Conference paper ) </span> | <span class="pub-category">Scientific</span> | <span class="publication-sourceOfData">WoS-XML</span> </div> <div class="lastModified">Last Modified: 2023.01.17. 15:44 Éva Pécsi (MTMT Közp 3, admin) </div> </div> </div>