Претрага

Упит dcterms_subject_txt:data mining

1223 items

  • A WordNet Ontology in Improving Searches of Digital Dialect Dictionary

    Miljana Mladenović, Ranka Stanković, Cvetana Krstev (2017)
    In this paper, we present a method for automatic generation of a digital resource, which connects all indirect synonyms of a dialect term to all indirect synonyms of a corresponding term in the standard language, aiming to improve the search of a digital dialect dictionary. The method uses SWRL rules defined in the Serbian WordNet ontology to identify sets of synonymous words. It also uses e-dictionaries to produce correct lemmas in standard language that users usually employ in searches. ...
    ... ment of digital dictionaries of dialects [4], [13], [1], the development of tools for the management of dialectal dictionaries [10], the software for data visualization and presenting of linguistic dialectal maps [12], [11], the analysis of the geo- graphical distribution of a language and geographical ...
    ... for linguistic research [9], using of Semantic Web-based techniques for representing digital resources as knowledge based resources and as Linked Open Data (LOD) on the Web [6], [15]. Digital dictionary of the South Serbian dialect*, containing over 20 thousand terms, is the first comprehensive implementation ...
    ... location using concepts of Google Maps; the etymological origin of the words, morphological information like part of speech, and additional semantic data. The content of the dictionary can be shared through social networks. Another important aspect of the dictionary is that it allows Web users to expand ...

  • Pre-failure deformation monitoring as rockfall prediction tool

    Miloš Marjanović, Biljana Abolmasov, Zoran Berisavljević, Marko Pejić, Petko Vranić (2021)
    General Engineering
    ... local development. Studying of rockfalls primarily relies on historic data on their: spatial context; volume; frequency/return periods; runout and velocity. In practice, this is rarely as systematic as it should be, and data are usually scarce. Modeling and simulation is another tool that can be ...
    ... compensate for the lack of specific data [1]. Suspicious rock faces can be monitored for longer periods, using multiple monitoring systems (primarily Terrestrial Laser Scanning - TLS), seasonally or annually, or even in real-time. This provides systematic data for better understanding of the (pre)failure ...
    ... collected by using external, High-Definition cameras to obtain better results. 3.2. Data acquisition The first couple of years of the slope monitoring were experimental with unregular and not as systematic data acquisition. This period was used to establish standard protocol and decide on resolution ...

  • A Mathematical Learning Environment Based on Serbian Language Resources

    Radojičić Marija, Obradović Ivan, Stanković Ranka, Utvić Miloć, Kaplar Sebastijan (2018)
    In recent years, in line with ever growing usage of Information technology, the learning environments are changing. The amount of available learning materials in various forms has increased. These new environments demand comprehensive learning systems, which enable management of the learning corpus with special attention paid to relevant lexical resources. In this paper we present the concept of a Mathematical Learning Environment in Serbian (MLES), which is based on a corpus of mathematical materials and various lexical resources, enabling ...
    mathematical content, text processing, mathematical formulae
    ... mathematical vocabulary, as well as offering support in understanding and solving some real life problems based on mathematical concepts. Source data for MLES corpus can vary considerably, as mathematical materials in Serbian are available in different formats, alphabets and dialects. Besides ...
    ... Update page all terms are visible, and not only terms that have been verified. In addition to update, this page offers the options of exporting data to Excel or TBX files [16]. A detail of such an export of a term is depicted in Figure 5. The Bibliography page contains a list of all bibliography ...
    ... у слободном приступу. - Претрага репозиторијума доступна је на www.dr.rgf.bg.ac.rs The Digital repository of The University of Belgrade Faculty of Mining and Geology archives faculty publications available in open access, as well as the employees' publications. - The Repository is available at: www.dr ...

  • WS4LR - a Worksation for Lexical Resources

    Cvetana Krstev, Ranka Stanković, Duško Vitas, Ivan Obradović (2006)
    Lexical Resources, Wordnet, Serbian
    ... Technology group at the Faculty of Mathematics has been developing various lexical resources over quite a long period, reaching a considerable volume to date. Given the fact that these resources have been developed for many years, they have naturally been conceived within different projects and frameworks ...
    ... equivalence option which is aimed at locating equivalences in target language for occurrences found in the source language. This is done on the basis of data from wordnets for corresponding languages. This option can be particularly useful in further development of wordnets, since aligned segments where ...
    ... у слободном приступу. - Претрага репозиторијума доступна је на www.dr.rgf.bg.ac.rs The Digital repository of The University of Belgrade Faculty of Mining and Geology archives faculty publications available in open access, as well as the employees' publications. - The Repository is available at: www.dr ...

  • Part of Speech Tagging for Serbian language using Natural Language Toolkit

    Ranka Stanković, Boro Milovanović (2020)
    Dok se razvijaju složeni algoritmi za NLP (obrada prirodnog jezika), osnovni zadaci kao što je označavanje ostaju veoma važni i još uvek izazovni. NLTK (Natural Language Toolkit) je moćna Python biblioteka za razvoj programa zasnovanih na NLP-u. Pokušavamo da iskoristimo ovu biblioteku za kreiranje PoS (vrsta reči) oznake za savremeni srpski jezik. Jedanaest različitih modela je kreirano korišćenjem NLTK API-ja za označavanje. Najbolji modeli se transformišu sa Brill tagerom da bi se poboljšala tačnost. Obučili smo modele na označenom ...
    obrada prirodnog jezika, mašinsko učenje, neuronske mreže
    ... evaluation of the taggers, we need a data from a different domain and origin. It will be exempted from the training and validation phases and will be used at the end of the evaluation phase to test generalization potential of the created models. We took this data from a ParCoTrain dataset [15] and ...
    ... Fig. 3. Accuracy of the CRF and Perceptron variants on the test and unseen data Taggers shown in the Figure 3 are trained on the SMD_POS tagset because it was the most like the one in unseen data so we could map between two easily. CRF and Perceptron taggers saw a small improvement ...
    ... (Natural Language Toolkit). Besides just exposing more than 50 corpora and lexical resources, NLTK is used for making programs that handle human language data, ranging from tokenization to semantic reasoning. NLTK API makes it possible to create multiple standalone tagger models as well as to combine them ...

  • Adaptive neuro-fuzzy prediction of operation of the bucket wheel drive based on wear of cutting elements

    Filip Miletić, Predrag D. Jovančić, Milos Milovančević, Dragan Ignjatović (2020)
    The capacity of the rotor excavator depends largely on the operation of the subsystem for digging. There is a great contribution to the correct and sharp teeth when the capacity is the highest. In the function of time, the teeth become clogged due to abrasive wear, or changes in their geometric shape. To analyze the bucket wheel drive in depend on wear of the cutting elements in this study adaptive neuro fuzzy inference system (ANFIS) approach was implemented. ANFIS ...
    Pogon rotornog točka, habanje, rezni elementi, ANFIS

  • Production of electricity from coal-fired power plants and accompanying CO2 emissions: comparison of EU-27 and US

    Uroš Djorgovski, Aleksandar Madžarević, Predrag Jovančić (2023)
    Even in the third decade of the 21st century, large power plants are still responsible for more than half of the electricity production in Europe and US. They predominantly use fossil fuels in their work, which results in the emission of pollutants into the air, soil and water. In addition to the production of electric energy, fossil fuels, including coal, are used for industrial purposes. Although the use of coal, especially in the countries of the European Union, is ...
    CO2, емисија, угаљ, термоелектрана, САД, ЕУ-27
    ... Our World in Data based on BP Statistical Review of World Energy, 2022, available at: https://ourworldindata.org/energy#explore-data-on-energy [11] OWID ED, Our World in Data based on Ember's Yearly Electricity Data, 2023, available at: https://ourworldindata.org/energy#explore-data-on-energy ...
    ... situation of emissions of CO» from thermal power plants in Europe and US, which have used coal for electricity production. Also, this paper provides date and analyses of electricity generation from coal. The CO» emission was analyzed in relation to the installed capacity, as well as compared to the ...
    ... assessment is based on a detailed regional sectoral and energy analysis, including the most recent official national statistics publicly available data on energy use, economic indicators, and climatic features. The pandemic impact and geopolitical moment in East Europe caused an increase in CO» ...

  • Geotehnički aspekti izgradnje visećeg pešačkog mosta u Starom gradu u Užicu

    Zoran Berisavljević, Miloš Marjanović, Uroš Đurić (2023.)
    U radu su prikazani rezultati geotehničkih istraživanja za potrebe izgradnje visećeg pešačkog mosta preko klisure reke Đetinje u Užicu. Predviđeno je da most, sistema prednapregnute trake, omogući prelaz pešacima sa desne dolinske strane na stranu Starog grada, koja je opasana strmom liticom (cca. 40 m visine). Za potrebe formiranja geotehničkog modela i strukturnog sklopa krečnjačke stenske mase korišćen je postupak fotogrametrijskog snimanja dronom. Predviđeno je da se zatežuća sila (od oko 30 MN), koju most prenosi na obalni stub, ...
    fotogrametrija, stabilnost kosina, pukotine, prednapregnuta sidra, test granične nosivosti, paker (Ližonov) test
    ... prisustvo je uočeno ı na desnoj dolinskoj strani reke Đetinje. Metodologija kartiranja pukotinskog sklopa podrazumevala Je da se na datoj lokaciji definišu familije pukotina, te da se za svaku odaberu najmanje dve karakteristične na kojima bi se izmerili profili hrapavosti, čvrstoća zidova (Šmitovim ...
    ... situacija, tJ. slučaj najgoreg stanja diskontinuiteta. Za datu stensku masu okolnosti su takve da su sve familije pukotina sličnih karakteristika. RMR vrednost određena je na jezgru za intervale od 3 m dužine, kao i na otvorenim izdancima. Da bi se definisao HB kriterijum loma, pored GSI vrednosti ...
    ... nosivosti dva sidra, koja su ugrađena u subhorizontalne bušotine. Rezultati numeričkih analiza i uspešan test nosivosti sidara pokazuju da je stenska masa u stanju da izdrži sile zatezanja od mostovske konstrukcije. Pomeranja obalnog stuba su nekoliko mm u slučaju pretpostavke o kontinualnoj stenskoj ...

  • Control of substructure construction of railways in the Republic of Serbia

    Dragan Lukić, Dragoslav Rakić, Irena Basarić Ikodinović (2022)
    Контрола збијености природног тла (у ископу) или збијеног у насипу при изградњи саобраћајница представља један од основних облика контроле квалитета доњег строја. Код изградње брзих саобраћајница (аутопутеви и брза железница) приоритет је постизање високог нивоа контроле извршених радова. У циљу онемогућавања диференцијалног слегања (при изградњи насипа), или промене запремине услед допунског збијања материјала, које неминовно доводе до деформација, потребно је извршити оптимално збијање материјала. У оквиру овог рада приказује се техничка регулатива која регулише контролу збијености при изградњи железничке ...
    доњи строј, техничка регулатива, насип, збијеност, контрола
    ... у слободном приступу. - Претрага репозиторијума доступна је на www.dr.rgf.bg.ac.rs The Digital repository of The University of Belgrade Faculty of Mining and Geology archives faculty publications available in open access, as well as the employees' publications. - The Repository is available at: www.dr ...
    ... of International conference Geotechnical aspects of Construction, 2005, pp. 469-472. [6] Ljubojev, ’’Filter rules for soil and geosynthetics,’’ Mining and Metallurgy Engineering Bor, No. 1-2, pp. 1-12, 2021. ...

  • Correlation Between Dynamic CBR and Compaction and Bearing Capacity of Pavement Foundation Layers

    Milan Bogdanović, Snežana Bogdanović, Dragoslav Rakić, Irena Basarić Ikodinović (2024)
    This paper presents a dynamic California Bearing Ratio (CBRd) device that can be used on a prepared pavement foundation layer to obtain a certain parameter of the tested material in the laboratory and in situ in a direct and fast way. For the selected natural material (gravel), it is shown that the laboratory CBRd can be used to estimate the compaction and bearing capacity, because it correlates well with the parameters of the standard and modifed Proctor compaction tests. ...
    korelacija parametara, donji slojevi saobraćajnica, laboratorijska i terenska ispitivanja, dinamički kalifornijski indeks nosivosti CBRd
    ... (subgrade) were deter- mined at a certain location using the static plate load test (SPLT) and a lightweight deflectometer (LWD); – the obtained data were analyzed and correlations between the CBR, and the compaction and bearing capacity of the pavement foundation layers were established. The ...
    ... 18134: 2012-04 standard [11]. Approximately 1 hour was required to prepare and perform one test. After performing SPLT and collecting the required data, the subgrade reaction modulus (K,) was calculated for each station using the pressure-settlement curve [12].In this process, certain items must be ...
    ... n between CBRy, and the bearing capacity pa- rameters (deformation modulus). Table 1 presents the results of regression analysis on the CBR+ test data. The independent variable is CBR+p, while Ey„, E,,, and E,, are the dependent variables, level of significance a < 0.05. The correlations were evaluated ...

  • Konceptualni model hidrogeotermalnog sistema šire okoline Brusa - geološki, geofizički i hidrogeološki uslovi / Conceptual model of hydrothermal system of Brus area - geological, geophysical and hydrogeological condition

    Dejan Milenić, Ana Vranješ, Marinko Toljić, Ivana Vasiljević, Natalija Radosavljević, Matija Ognjanović (2024)
    Na širem području Brusa izvedena su naučna multidisciplinarna istraživanja za potrebe ocene geotermalnog potencijala sa zadatkom de9inisanja uslova formiranja geotermalnih i termomineralnih resursa. Interpretacijom podataka zaključeno je da je na predmetnom terenu formiran "hibridni" hidrogeotermalni sistem, koji sadrži elemente sistema u rov-strukturi i elemente konvektivnog hidrogeotermalnog sistema sa rezervoarom u pokrivaču granitoidne intruzije. Sistem čine dva nezavisna hidrogeotermalna rezervoara. Prvi rezervoar formiran je u gornjokrednim krečnjacima na dubini od oko 1550 m. Maksimalne prognozne temperature hidrogeotermalnih resursa u krečnjačkom ...
    hidrogeotermalni sistem, gornjokredni krečnjaci, trijaski mermeri, Brus

  • Molecular and Isotope Composition of Biomarkers in Immature Oil Shale and its Liquid Pyrolysis Products (Open and Closed System)

    Gordana Gajica, Aleksandra Šajnovic, Jan Schwarzbauer, Aleksandar Kostić, Branimir Jovančićević, Ksenija Stojanović (2021)
    The molecular and isotopic composition of biomarkers in initial bitumen isolated from raw immature oil shale samples from the Lower Miocene Aleksinac Basin (Serbia) and liquid products (LPs) obtained by pyrolysis in open (OS) and closed systems (CS) are studied. The influence of pyrolysis type and variations of kerogen type on biomarkers composition and their isotopic signatures in LPs is determined. The molecular composition of the LPs from the OS pyrolysis is very similar to those in initial bitumen, independently ...
    ... pyrolysis have the distributions of biomarkers similar to those in crude oils generated in an early to main stage of “oil window“. The biomarker data suggests that mixed type I/II kerogen attained slightly higher maturity level by the CS pyrolysis than type I kerogen. The isotopic signatures of ...
    ... 1 ‰ in the sample D16), showing more pronounced difference for type I kerogen, enriched in 13C from algal biomass. The results indicate that δ13C data should be used with caution in interpretation of samples having different maturity and particularly of liquid products obtained by different system ...
    ... у слободном приступу. - Претрага репозиторијума доступна је на www.dr.rgf.bg.ac.rs The Digital repository of The University of Belgrade Faculty of Mining and Geology archives faculty publications available in open access, as well as the employees' publications. - The Repository is available at: www.dr ...

  • Hidrogeološke karakteristike područja Cerničkog polja (Istočna Hercegovina) sa posebnim osvrtom na rizik od zagađena podzemnih vodnih resursa

    Petar Vojnović (2023)
    ... obilježavanja utvrđena je podzemna veza sa estavelom Obod u Fatničkom polju i vrelu Trebišnjice u Bileći, sa brzinama većim od 0,5 cm/s. S obzirom da karstni tereni predstavljaju geološki fenomen koji se odlikuje znatnom anizotropijom i otkrivenošću, postoji mogućnost brzog pogoršavanja kvaliteta ...
    ... posebna pažnja posvećena je definisanju hazarda, kojih u okolini Gacka ima poprilično, koji bi u kombinaciji sa izradom adekvatnih karta ranjivosti, dali jasniji uvid o postojanju rizika od zagađenja inicijalno čistih podzemnih vodnih resura. Ključne reči: karst, podzemne vode, Cerničko polje, Ključka ...
    ... у слободном приступу. - Претрага репозиторијума доступна је на www.dr.rgf.bg.ac.rs The Digital repository of The University of Belgrade Faculty of Mining and Geology archives faculty publications available in open access, as well as the employees' publications. - The Repository is available at: www.dr ...

  • Groundwater management by riverbank filtration and an infiltration channel, the case of Obrenovac, Serbia

    Dušan Polomčić, Bojan Hajdin, Zoran Stevanović, Dragoljub Bajić, Katarina Hajdin (2013)

  • Претрага корпуса заснована на употреби екстерних лексичких ресурса путем веб-сервиса

    Милош Утвић, Ранка Станковић, Александра Томашевић, Михаило Шкорић, Биљана Лазић (2019)
    У раду се разматра хибридни приступ претрази корпуса, илустрован на примеру алатки OCWB и NoSketch Engine, примењених на специјални корпус из области рударства (РудКор) и Корпус савременог српског језика (СрпКор). Разматрани приступ комбинује постојеће могућности алатки OCWB и NoSketch Engine, које своју претрагу заснивају на лингвистичкој анотацији корпуса, са новим могућностима претраге у виду консултовања екстерних језичких ресурса (морфолошки електронски речници српског језика и лексичка база података Српски ворднет). Хибридни приступ је реализован надоградњом вебсучеља која поменуте алатке користе ...
    корпус, рударство, претраживање информација, проширивање упита, лексички ресурси, лексичке релације
    ... Лазић288 [lemma=”iskopina”]), али истовремено захтевати да се пронађу и облици свих синонима те лексеме. Овде треба приметити да процесор упита може да претражи позициони атрибут lemma и пронађе флективну парадигму лексеме ископина, али не може да интерпретира семантички проширени упит јер нема инфор- ...
    ... веб-сервиси могу у свом одговору да врате и флективну парадигму лексема које су са задатом лексемом у захтеваној лексичкој релацији и да тако поправе однос пронађених резултата у односу на укупан одговарајућих јединица корпуса које су релевантне за претрагу, с обзиром да семантичко проширење упита повећава ...
    ... семантичког проширења за све полилексемске јединице. Једно од питања које заслужује посебну пажњу јесте да ли треба ради- ти на модификацији веб-сучеља тако да квази-позициони атрибути могу у упитима да се користе са свим могућностима које упитни језик дозвољава правим позиционим атрибутима. Наиме, вредност ...

  • Extraction of Bilingual Terminology Using Graphs, Dictionaries and GIZA++

    Branislava Šandrih, Ranka Stanković (2020)
    U nauci, industriji i mnogim istraživačkim oblastima, terminologija se brzo razvija. Najčešće, jezik koji je „lingua franca“ za većinu ovih oblasti je engleski. Kao posledica toga, za mnoga polja termini domena su koncipirani na engleskom, a kasnije se prevode na druge jezike. U ovom radu predstavljamo pristup za automatsko izdvajanje dvojezične terminologije za englesko-srpski jezički par koji se oslanja na usaglašeni dvojezični korpus domena, ekstraktor terminologije za ciljni jezik i alat za usklađivanje delova. Ispitujemo performanse metode na domenu ...
    ekstrakcija terminologije, validacija terminologije, GIZA++, grafovi, Unitex, klasifikacija teksta
    ... “debugger”, the transcribed version is adopted for everyday use in Information Technologies domain. It is a challenge to produce and maintain up-to-date terminology re- sources, especially for an under-resourced language, such as Serbian. Today, Serbian terminology is transferred mainly from English ...
    ... g. cor- respondences between Slovak-Bulgarian parallel corpus (Garab́ık and Dim- itrova, 2015)). Some approaches request parallel sentence-aligned data (Arcan et al., 2017; Garab́ık and Dimitrova, 2015; Bouamor et al., 2012; Semmar, 2018), while others perform the extraction on comparable corpora (Xu ...
    ... relying on the existence of a bilingual dictio- nary with no parallel texts and the second one requiring only the existence of a small amount of parallel data. In order to compile a bilingual lexicon for a specific domain, we combined and compared several settings. Besides using only a parallel sentence-aligned ...

  • Exhumation history of the Juhor Mts. in central Serbia, the Northern Serbo–Macedonian Subunit

    Uros Stojadinovic, Hannah Pomella, Nemanja Krstekanić, Bojan Kostić, Maja Maleš, Nikola Randjelovic, Miloš Radonjić (2024)
    Northern Serbo–Macedonian Subunit, low-t thermochronology, kinematic analyses, extensional deformations

  • Selection of Artificial Lift Methods: A Brief Review and New Model Based on Fuzzy Logic

    Miroslav Crnogorac, Miloš Tanasijević, Dušan Danilović, Vesna Karović Maričić, Branko Leković (2020)
    Artificial lift methods have applications in oil wells where oil production is no longer possible due to natural reservoir energy, so this necessary energy is added by introducing lift methods. In order to achieve optimum production, the selection of an artificial lift method is very important. This paper uses fuzzy logic as a mathematical and conceptual model for selection of the optimal artificial lift method. The outcome or IF-THEN rules, as the central part of the model, is based ...
    mehaničke metode, proizvodnja nafte, fazi logika, donošenje odluka, optimizacija
    ... The outcome is defined on the basis of empirically defined IF-THEN rules. As input data (Table 3) for the developed model were taken data from different oilfields in Serbia, Libya, Azerbaijan and Iran. Based on the data entered for many different wells, a graphical output for each method is obtained ...
    ... The outcome is defined on the basis of empirically defined IF-THEN rules. As input data (Table 3) for the developed model were taken data from different oilfields in Serbia, Libya, Azerbaijan and Iran. Based on the data entered for many different wells, a graphical output for each method is obtained ...
    ... [10]. In 2010, 2011, and 2013 Alemi and a group of authors used three sets of data for their models: production, reservoir and well limitations; characteristics of production fluid; and surface infrastructure. All data were technical parameters; economic parameters were not considered [11–14]. Input ...

  • Utilizing sewage wastewater heat in district heating systems in Serbia: effects on sustainability

    Marija Živković, Dejan Ivezić (2021)
    Transformation of the heating sector is recognized as being essential for ensuring reliable and afordable energy services provided with reduced consumption of energy sources and diminished impact on the environment and less import dependency. The possibility of utilizing energy sources that otherwise would be wasted needs to be considered and treated as a big advantage of district heating systems. Despite many advantages, sewage wastewater heat is still a mostly unused resource at the global level and a totally unused ...
    рекуперација топлоте из отпадних вода, систем даљинског грејања, топлотне пумпе, енергетске уштеде, емисија угљендиоксида, енергетска безбедност, Србија
    ... Currently in Serbia, sewage waste heat is not utilized at all. Moreover, there are no available data about sewage waste heat potential at the level of the state, regions or cities (Ministry of Mining and Energy 2015). The technical potential of sewage wastewater heat is estimated, and some of the ...
    ... in Serbia, while data about the potential of this energy source are lack- ing. This research proposes a methodology for the determination of the technical potential of waste heat from wastewater treatment facilities for use in district heating systems by heat pump application. Data from existing wastewater ...
    ... simulated to explore how increasing the share of heat pump production influences DH systems. Data on heat pump performance in an Olympic village in Vancouver are given in Fiore and Genon (2014). Technical data and analyses of effectiveness of a heat pump installa- tion in Vladivostok are discussed in ...

  • Structural dissymmetrization of optically anisotropic Grs64±1Adr36±1Sps2 grandite from Meka Presedla (Kopaonik Mt., Serbia)

    Pavle Tančić, Aleksandar Kremenović, Predrag Vulić (2019)
    In this paper, grandite core with Grs64±1Adr36±1Sps2composition was crystallographically studied. This core represents zone A of the macroscopically visiblefive A–E zones of the optically anisotropic Grs58–64 Adr36–42Sps2 grandite. The applied procedure includes the detailed analysis of the powder diffraction patterns, and the Rietveld refinements of the crystal structures in a series of 18 space groups and two mixtures, which were followed by the comparative analysis of the R-values, site occupancy factors, and the bond lengths and angles. Synthesis of all ...
    grandite, XRPD, crystal structure, structural dissymmetrization