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Упит dcterms_subject_txt:document classification

238 items

  • Medical Domain Document Classification via Extraction of Taxonomy Concepts from MeSH Ontology

    Mihailo Škorić, Mauro Dragoni (2019)
    This paper is a result of a task that was presented to attendants of Keyword Search in Big Linked Data summer school, that was organized by Vienna University of Technology, under the Keystone COST action in the summer of 2017. It presents a specific approach to the classification via creation of minimal document surrogates based on the US National medical library’s MeSH ontology, which is derived from the Medical Subject Headings thesaurus. In a series of previously classified medically ...
    document classification, MeSH, ontology, information extraction
    ... better results for the document classification. 4. Document classification based on their identifier vectors and a simple set of rules. 5. Evaluation of document classification performance for each of the sets used. This stage allows us to reflect on and compare different classification rules, as well as ...
    ... No. 1, September 2019 57 Škorić M., Dragoni M., “Medical document classification...”, pp. 55–69 with the largest sim(document, document class) value, i.e. the class most similar to the document that is the subject of the classification.7 The problem that arises in calculating the coefficient of ...
    ... 2023-10-14 04:07:56 Medical Domain Document Classification via Extraction of Taxonomy Concepts from MeSH Ontology Mihailo Škorić, Mauro Dragoni Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Medical Domain Document Classification via Extraction of Taxonomy Concepts ...

  • Preparation of Multimedia Document “YU Rock Scene”

    Milena Obradović, Aleksandra Arsenijević, Mihailo Škorić (2017)
    SUMMARY: This study will present the preparation process of a multimedia document entitled YU ROCK SCENE in which participants were senior students of undergraduate studies of the Department of Library and Information Science at the University of Belgrade Faculty of Philology during the academic year 2014/2015, as a part of the subject Multimedia Documents. This study gives an overview of the historical development of rock and roll in the territory of the former Yugoslavia, rock scene in Yugoslav republics, ...
    multimedia document, library science, information science, rock and roll, music, Yugoslavia
    ... 2023-10-14 04:07:58 Preparation of Multimedia Document “YU Rock Scene” Milena Obradović, Aleksandra Arsenijević, Mihailo Škorić Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Preparation of Multimedia Document “YU Rock Scene” | Milena Obradović, Aleksandra ...
    ... rgf.bg.ac.rs Professional paper Preparation of Multimedia Document “YU Rock Scene” UDC 004.55:378.147]:02(497.11) DOI 10.18485/infotheca.2016.16.1_2.6 ABSTRACT: This study presents the prepara- tion process of the multimedia document entitled “YU ROCK SCENE” in which participants were senior students ...
    ... technical implementation of the project, including stages such as planning, processing, designing and creation of the multime- dia document itself. KEYWORDS: multimedia document, library science, information science, rock and roll, music, Yugoslavia PAPER SUBMITTED: 28 March 2016 PAPER ACCEPTED: 06 May ...

  • Contribution to the geotechnical classification of municipal waste landfills in Serbia

    Dragoslav Rakić, Irena Basarić, Laslo Čaki, Slobodan Ćorić (2018)
    Management, Monitoring, Policy and Law, Nature and Landscape Conservation, Geochemistry and Petrology, Waste Management and Disposal,Geotechnical Engineering and Engineering Geology,Water Science and Technology,Environmental Chemistry,Environmental Engineering

  • Classification of Main Ocurences and Deposites of Mineral, Thermal and Thermomineral Water of Serbia by Classification V.V. Ivanov

    Krunić Olivera, Filipović Budimir, Parlić Srđan, Jovanović Marina (2010)

  • Classification of some significant occurences and mineral, thermal, and thermomineral water deposits of Bosnia and Herzegovina according to V.V. Ivanov classification

    Krunić Olivera, Jovanović Tomislav, Sorajić Stanko, Dokmanović Petar (2011)

  • Using Lexical Resources for Irony and Sarcasm Classification

    Miljana Mladenović, Cvetana Krstev, Jelena Mitrović, Ranka Stanković (2017)
    The paper presents a language dependent model for classification of statements into ironic and non-ironic. The model uses various language resources: morphological dictionaries, sentiment lexicon, lexicon of markers and a WordNet based ontology. This approach uses various features: antonymous pairs obtained using the reasoning rules over the Serbian WordNet ontology (R), antonymous pairs in which one member has positive sentiment polarity (PPR), polarity of positive sentiment words (PSP), ordered sequence of sentiment tags (OSA), Part-of-Speech tags of words (POS) ...
    ... reason, we explored whether the irony classification system can be used for sarcasm classification. The other reason for this experiment are promising results presented in [7],[34],[4],[12],[28], where irony and sarcasm were treated in the same way in classification tasks. Similarly as in the case of ...
    ... implemented using MaxEnt SharpEntropy library14 on 5-folded cross-validated dataset. The classification results according to the set of applied features are given in Table 2. Table 2: Results of Irony classification on Twitter data. feature P R F1 acc set FS1 POS, OSA, M 0.504 0.530 0.517 0.817 FS2 R ...
    ... automatic classifier and its ability to classify into sarcastic and non-sarcastic tweets. The features used for classification of sarcastic tweets were the same as in the case of classification into ironic and non-ironic tweets: antonymous pairs (R), antonymous pairs where one member has positive sentiment ...

  • Transformer-Based Composite Language Models for Text Evaluation and Classification

    Mihailo Škorić, Miloš Utvić, Ranka Stanković (2023)
    Parallel natural language processing systems were previously successfully tested on the tasks of part-of-speech tagging and authorship attribution through mini-language modeling, for which they achieved significantly better results than independent methods in the cases of seven European languages. The aim of this paper is to present the advantages of using composite language models in the processing and evaluation of texts written in arbitrary highly inflective and morphology-rich natural language, particularly Serbian. A perplexity-based dataset, the main asset for the ...
    General Mathematics, Engineering (miscellaneous), Computer Science (miscellaneous)

  • Development of a petrographic classification system for organic particles affected by self-heating in coal waste. (An ICCP Classification System, Self-heating Working Group – Commission III)

    M. Misz-Kennan, J. Kus, D. Flores, C. Avila, Z. Büçkün, N. Choudhury, K. Christanis, J.P. Joubert, S. Kalaitzidis, A.I. Karayigit, M. Malecha, M. Marques, P. Martizzi, J.M.K. O'Keefe, W. Pickel, G. Predeanu, S. Pusz, J. Ribeiro, S. Rodrigues, A.K. Singh, I. Suárez-Ruiz, I. Sýkorová, N.J. Wagner, D. Životić (2020)
    Self-heating of coal waste is a major problem in the leading coal-producing and consuming countries, independent of the recent or past coal exploitation history. The phenomenon of self-heating is dependent on many factors such as the properties of organic matter (maceral composition and rank), moisture and pyrite content, climate effects, and storage conditions (shape of the dump or compaction of the coal waste). Once deposited, coal waste undergoes oxidation, which can lead to self- heating with the overall temperatures ...
    Stratigraphy,Economic Geology,Geology,Fuel Technology

  • Balneological classification of mineral waters of Serbia

    Krunić Olivera, Sorajić Stanko (2013)

  • Risk-based classification of industrial waste storage facilities

    Nišić Dragana, Knežević Dinko (2018)

  • Contribution to municipal waste geotechnical classification

    Rakić Dragoslav, Basarić Irena, Čaki Laslo, Ćorić Slobodan (2017)

  • Proposal of geotechnical classification system for municipal waste

    Rakić Dragoslav, Čaki Laslo, Ćorić Slobodan (2012)

  • Classification of Neolithic Ceramics and Clays According to Their Morphological Characteristics

    Gajić Kvaščev Maja, Svoboda V., Jančić-Heinemann R., Dimitrijević M., Milovanović Dragan, Polić Radovanović Suzana (2012)

  • Contribution to the geotechnical classification of municipal waste landfills in Serbia

    Dragoslav Rakić, Irena Basarić, Laslo Čaki, Slobodan Ćorić (2018)
    Management, Monitoring, Policy and Law,Nature and Landscape Conservation,Geochemistry and Petrology,Waste Management and Disposal,Geotechnical Engineering and Engineering Geology,Water Science and Technology,Environmental Chemistry,Environmental Engineering

  • Interpretation of Trace Element Chemistry of Zircons from Bor and Cukaru Peki: Conventional Approach and Random Forest Classification

    Dina Klimentyeva, Milos Velojic , Albrecht Von Quadt, Shawn Hood (2022)
    Geohemija cirkona, Mašinsko učenje, Timočki magmatski komplkes, Bor, Čukaru Peki

  • Classification of Terms on a Positive-Negative Feelings Polarity Scale Based on Emoticons

    Mihailo Škorić (2017)
    The goal of this paper is to draw attention to the possibility of using emoticon-riddled text on the web in language-neutral sentiment analysis. It introduces several innovations in the existing framework of research and tests their effectiveness. It also presents a software tool especially made for that purpose, explains how it builds a database with sentimental value of terms and offers the user manual. Finally, it presents a software tool that tests the new database and gives some examples ...
    data mining, information extraction, emotions, text on the web
    ... are reversed, as this part of the transformation doesn’t require Infotheca Vol. 17, No. 1, 2017 77 Škorić M., “Classification Based on Emoticons”, pp. 67–91 well-formed XML document. Entity reference lt;(character & that marks the begining of the entity reference was replaced with a whitespace during ...
    ... in the document. This is done by inserting ERR0001 string before the clos- ing tag or root node in order to get ERR0001. The mean- ing of this operation will be explained in the following section. Infotheca Vol. 17, No. 1, 2017 83 Škorić M., “Classification Based on ...
    ... y becomes the first node in the document and the procedure starts again. This procedure assigns attributes to all the tokens except for the last one, ERR0001 token, which was created during tokenization of the document and is used for marking the end of the document, and for calculating the attribute ...

  • Развој геолошког терминолошког речника ГеолИССТерм

    Ranka Stanković, Branislav Trivić, Olivera Kitanović, Branislav Blagojević, Velizar Nikolić (2011)
    ... sense of the term involve the study of the general principles of sci- entific or systematic classification. The notion of a taxonomy or systematic classification usually implies an ordered classification of plant and ani- mal world, following the supposed natural rela- tions existing in it. In i ...
    ... rocks: A classification and glossary of terms, recommendations of the International Union of geological Sciences Subcommission on the Sys- tematics of Igneous rocks: cambridge, cambridge University Press, 236 p. mcmillan, A.A., and Powell, J.h. 1999. BGS rock classification scheme: Classification of ...
    ... almost all the criteria for the determina- tion and multihierarchical classification of rocks (genesis, composition, structure, texture). IUgS (International Union of geological Sci- ences) publications related to the classification of volcanic and plutonic rocks (le maitre, et. al., 2002), the st ...

  • Classification of mining waste landfills according to legislation in Serbia

    Dragana Nišić, Uroš Pantelić, Nikoleta Aleksić, Neda Nišić (2021)
    rudarski otpad, jalovina, uredba, deponija, kategorija A, klasifikacija
    ... uri=CELEX%3A32006L0021 https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32006L0021 https://fdocuments.in/document/icold-small-dams-sept-2011.html https://fdocuments.in/document/icold-small-dams-sept-2011.html https://nzsold.org.nz/wpcontent/uploads/2019-/10/nzsold_dam_safety_guidelines-may-2015-1 ...
    ... Измењено: 2023-10-14 04:31:11 Classification of mining waste landfills according to legislation in Serbia Dragana Nišić, Uroš Pantelić, Nikoleta Aleksić, Neda Nišić Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Classification of mining waste landfills according ...
    ... otpadom. LITERATURA [1] Classification of mining waste facilities, Final Report, 2007, European Commission, DG Envi-ro- nment, https://-ec.europa.eu/-environment/pdf/-wa- ste/mining/mwfs_report_dec_07.pdf [2] Nisic, Dragana, and Dinko Knezevic: Risk-based classification of industrial waste storage ...

  • Application of geophysical and multispectral imagery data for predictive mapping of a complex geo-tectonic unit: a case study of the East Vardar Ophiolite Zone, North-Macedonia

    Filip Arnaut, Dragana Đurić, Uroš Đurić, Mileva Samardžić-Petrović, Igor Peshevski (2024)
    General Earth and Planetary Sciences
    ... The KNN classification algorithm is a non-parametric algorithm (Ge et al. 2018) that finds the K closest objects in the train data from which it predicts the test data label (Steinbach and Tan 2009). The choice of the K parameter has a significant impact on the KNN classification (James et ...
    ... algorithm (Cracknell and Reading 2014; Ge et al. 2020; Shayeganpour et al. 2021; Bachri et al. 2022). The classification evaluation metrics used in this study encompassed standard ML classification evaluation met- rics, such as accuracy, precision, F1-Score, area under the receiver operating char ...
    ... Mathur A (2004) A relative evaluation of multiclass image classification by support vector machines. IEEE Trans Geosci 42:1335—13413. https://doi.org/10.1 109/tgrs.2004.827257 Ge W, Cheng Q. Tang Y et al (2018) Lithological Classification Using Sentinel-2A Data in the Shibanjing Ophiolite Complex ...

  • Towards Better Valorisation of Industrial Minerals andRocks in Serbia—Case Study of Industrial Clays

    Vladimir Simić, Dragana Životić, Zoran Miladinović (2021)
    Management, Monitoring, Policy and Law,Nature and Landscape Conservation
    ... confirmed that classification of mineral resources and reserves shall be made in accordance with the adequate regulations and rulebooks concerning the reporting and classification of solid mineral resources har- monized with the recognized international methods of reporting and classification. How- ever ...
    ... conditions of a sedimentary basin (Table 2). Table 2. Simplified genetic classification of common clay deposits in Serbia (modified after [51]), and their relation to critical parameters important for utilisation. Genetic classification according to [44]. Group Category Class Typical Deposits in Serbia ...
    ... English Abstract) 54. Instruction on the Application of the Classification of Reserves to Deposits of Clay Rocks; Gosgeoltehizdat No. 5239; USSR: 1961. (In Russian) 55. Methodical Recommendations on the Application of the Classification of Reserves of Deposits and Potential Resources of Solid Mineral ...