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Упит dcterms_subject_txt:neural networks

117 items

  • Towards Automatic Definition Extraction for Serbian

    Ranka Stanković, Cvetana Krstev, Rada Stijović, Mirjana Gočanin, Mihailo Škorić (2021)
    U radu su prikazani preliminarni rezultati automatske ekstrakcije kandidata za definicije rečnika iz nestrukturiranih tekstova na srpskom jeziku u cilju ubrzanja razvoja rečnika. Definicije u rečniku Srpske akademije nauka i umetnosti (SANU) korišćene su za modelovanje različitih tipova definicija (opisnih, gramatičkih, referentnih i sinonimskih) koje imaju različite sintaksičke i leksičke karakteristike. Korpus istraživanja sastoji se od 61.213 definicija imenica, koje su analizirane korišćenjem morfoloških e-rečnika i lokalnih gramatika implementiranih kao pretvarači konačnih stanja u paketu za obradu korpusa otvorenog ...
    ... statistical machine learning models with syntax and semantic features; 3) the deep learning approach, using word embeddings via multiple layers of neural networks (Veyseh et al., 2020). Barnbrook (2002) claimed that definition is a basic activity of language, of particular importance to linguists because ...
    ... issue. In order to overcome it, we plan to investigate other methods to complement this approach. Hill et al. (2016) report the effectiveness of both neural embedding architectures and definition-based training for developing models that understand phrases and sentences, with two applications of these ...
    ... Sintra, Portugal, eds. I. Kosem et als., pp. 248–269. Stanković, R., Šandrih, B., Krstev, C., Utvić M. & Škorić M. (2020). Machine Learning and Deep Neural Network-Based Lemmatization and Morphosyntactic Tagging for Serbian. In: Proceedings of the 12th International Conference on Language Resources and ...

  • Definition of Circulation Conditions and Groundwater Genesis of the Complex Krupaja Hydrogeological Karst System (Eastern Serbia)

    Ljiljana Vasić, Saša Milanović, Tina Dašić (2023)
    Management, Monitoring, Policy and Law,Renewable Energy, Sustainability and the Environment, Geography, Planning and Development, Building and Construction
    ... Hydrodynamic Modeling, Approach. Ph.D. Thesis, Neuchatel University, Neuchatel, Switzerland, 2003. 6. fFilipponi, M. Spatial Analysis of Karst Conduit Networks and Determination of Parameters Controlling, the Speleogjeene- sis along, Preferential Lithostratigraphic Horizons. Ph.D. Thesis, Swiss Federal ...

  • Analysis Of the Process Of Carbon Capture Utilization And Storage In Underground Reservoirs

    John Nyame (2024)
    The importance of mitigating the effects of global climate change has necessitated an in-depth exploration of innovative strategies to reduce carbon dioxide (CO2) emissions. Among these strategies, Carbon Capture, Utilization, and Storage (CCUS) has emerged as a promising and transformative solution. This master thesis delves into the diverse realm of CCUS processes, aiming to unravel the positives challenges, and opportunities within this dynamic field. The analysis begins with a systematic examination of carbon capture technologies, encompassing post-combustion, pre-combustion, and oxy-fuel combustion ...
    Carbon Capture, Utilization and Storage
    ... as zeolites, carbon-based materials [30] and molecular sieves, as well as recent classes such as metal organic frameworks (MOFs), porous polymer networks , and covalent organic frameworks[31]. The high-temperature adsorbents are all chemisorbents, whereas the low-temperature adsorbents are chiefly ...
    ... sectors — focus on Nordic countries. Energy Procedia. 2014. Volume 63, p6611 – 6622. [89] Neele, et al.: Large-scale CCS transport and storage networks in North-west and Central Europe. Energy Procedia. 2011. Volume 4, p2740-2747. [90] Skovholt, O.: CO2 TRANSPORTATION SYSTEM. Energy Conversion ...

  • 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) ...
    ... PSP, POS, OSA, M) – acc = 72.8. CCS CONCEPTS •Computingmethodologies→Artificial intelligence;Knowl- edge representation and reasoning; Semantic networks; Natural lan- guage processing; Lexical semantics; KEYWORDS Computational irony, Verbal irony, Verbal Sarcasm, WordNet ACM Reference format: Miljana ...

  • Development of terminological resources for expert knowledge: a case study in mining

    Ljiljana Kolonja, Ranka Stanković, Ivan Obradović, Olivera Kitanović, Aleksandar Cvjetić (2015)

  • 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
    ... ološki Fakultet: Beograd, Serbia, 2015; p. 260. 20. Teodorovic, D.; Vukadinovic, K. Traffic Control and Transport Planning: A Fuzzy Sets and Neural Networks Approach. Int. Ser. Intell. Technol. 1998. [CrossRef] 21. Miodragovic, R.; Tanasijevic, M.; Mileusnic, Z.; Jovancic, P. Effectiveness assessment ...

  • A fuzzy-based decision support model for effectiveness evaluation - a case study of examination of bulldozers

    Miloš Tanasijević, Predrag Jovančić, Dejan Ivezić, Uglješa Bugarić, Radiša Đurić (2019)
    Effectiveness evaluation is one of the basic components of engineering asset management and maintenance engineering in general. Effectiveness is an overall concept representing a measurement of quality of service level for the analyzed engineering system. This concept contains a series of partial indicators relating to time in operation and time for maintenance activities, as well as functional properties of the system. This article describes the analysis and structuring of partial indicators, as well as the development of a model ...
    Efikasnost, Fazi zaključivanje, Prikupljanje podataka, Buldozer

  • Projecting short to medium-term effects of carbon emissions trading on Serbia's GDP

    Boban Pavlović, Nikola Trtica (2024)
    This paper presents an approach to assess the short to medium-term effects of the Emissions Trading System (ETS), an economic and climate policy instrument aimed at reducing greenhouse gas emissions, on GDP from the expenditure side. The analysis focuses on Serbia’s electricity sector, which relies heavily on lignite-based pro duction dominated by state-owned enterprises. The obtained projections suggest that in the short term, the introduction of an ETS may lead to slower GDP growth compared to official forecasts. However, ...
    ETS, BDP - rashodni pristup, cene električne energije
    ... responsible behavior, suggest that specific micro-level actions, such as awareness campaigns, education, and information sharing through community networks, could lead to macroeconomic benefits. These initiatives are expected to encourage energy-saving practices and improve efficiency, contributing ...

  • Adsorption and degradation of some psychiatric drugs by sol-gel synthesized titania-based photocatalysts: influence of tungsten and sodium content

    Nina L. Finčur, Maja J. Šćepanović, Mirjana Grujić-Brojčin, Biljana F. Abramović, Jugoslav B. Krstić, Aleksandar Kremenović, Tatjana Srećković, Aleksandar Golubović (2019)
    Mesoporous anatase nanopowders were doped with 0.05−0.5 mol% of W6, in order to obtain more efficient photocatalyst than TiO2 Degussa P25 in the degradation of amitriptyline (AMI) under simulated solar irradiation (SSI). Dominant XRPD peaks were ascribed to anatase phase, with additional peaks which could correspond to brookite, TiO2 bronze and sodium titanate, Na2Ti9O19. The Raman scattering measurements have confirmed anatase as dominant phase, with broad Raman feature at ~270 cm−1 possibly related to Ti–O–Na stretching vibration. All W-doped ...
    Sol-gel synthesis, Doped titania nanopowders, XRPD, Raman spectroscopy, Adsorption and photocatalytic degradation, Psychiatric drugs

  • Hydrothermal Synthesized and Alkaline Activated Carbons Prepared from Glucose and Fructose—Detailed Characterization and Testing in Heavy Metals and Methylene Blue Removal

    Sanja Krstić, Milan Kragović, Maja Pagnacco, Vladimir Dodevski, Branka Kaluđerović, Miloš Momčilović, Ivica Ristović, Marija Stojmenović (2018)
    glukoza, fruktoza, аktivni ugalj, hidrotermalni tretman, aktivacija hidroksida, teški metali, metilen plavo
    ... after activation with KOH, for both samples the spherical morphology was destroyed (Figure 5c,f). The reason for that and for the generation of pore networks may be various redox reactions which take place between carbon and potassium compounds such as gasification reaction and ejection of carbon in form ...

  • Nonequilibrium athermal random-field Ising model on hexagonal lattices

    Svetislav Mijatović, Dragutin Jovković, Đorđe Spasojević (2021)
    Изингов модел, хексагонална решетка

  • Threshold-induced correlations in the Random Field Ising Model

    Sanja Janićević, Dragutin Jovković, Lasse Laurson, Đorđe Spasojević (2018)
    Multidisciplinary
    ... relaxation is immanent in many differ- ent physical systems exhibiting crackling noise’®. Examples of such systems stem from earthquakes'*” to neu- ronal networks”, from compression of wood samples! and porous materials**-~4 to deformation and fracture of stressed materials*>-*’, to name just a few. One very ...

  • Insights into dike nucleation and eruption dynamics from high-resolution seismic imaging of magmatic system at the East Pacific Rise

    Milena Marjanović, Suzanne M. Carbotte, Alexandre Stopin, Satish C. Singh, René-Édouard Plessix, Miloš Marjanović, Mladen R. Nedimović, Juan Pablo Canales, Hélène D. Carton, John C. Mutter, Javier Escartín (2023)
    Multidisciplinary

  • Application of Project Management Process on Environmental Management System Improvement in Mining-Energy Complexes

    Jelena Malenović Nikolić, Dejan Vasović , Ivana Filipović , Stevan Mušicki, Ivica Ristović (2016)
    menadžment, rudrastvo i energetski kompleksi, okruženje, održivi razvoj, mrežno planiranje
    ... stations for monitoring air quality, in accordance with the Decree on establishing the Air Quality Control Program in the state network and in local networks of area monitoring. Automatic monitoring was conducted for measuring the concentration of sulfur dioxide, nitrogen monoxide, nitrogen dioxide, carbon ...

  • Study of the Synergetic Effect of Co-Pyrolysis of Lignite and High-Density Polyethylene Aiming to Improve Utilization of Low-Rank Coal

    Ivan Kojić, Achim Bechtel, Nikoleta Aleksić, Dragana Životić, Snežana Trifunović, Gordana Gajica, Ksenija Stojanović (2021)
    Polimeri i plastika, opšta hemija
    ... Triggered by Topochemical Heat in a Horizontal Fixed Bed. Sci. Rep. 2015, 5, 8290. [CrossRef] 51. Yaari, A.M.; Dubdub, I. Application of Artificial Neural Networks to Predict the Catalytic Pyrolysis of HDPE Using Non- Isothermal TGA Data. Polymers 2020, 12, 1813. [CrossRef] [PubMed] 52. Ye, C.P.; Yang, Z ...

  • Atmospheric exposure vs burying: influences on damage intensity of built-in kersantite in the monument of the Small Staircase (Belgrade, Serbia)

    Nevenka Novaković, Predrag Dabić, Vesna Matović (2023)
    Proučavan je efekat „zatrpanog kamena“ na intenzitet procesa degradacije prisutnih na kersantitu koji je ugrađen u spomenik Malo stepenište. Istraživanja su vršena na uzorcima stene iz kamenoloma i na oštećenim kamenim blokovima ugrađenim u spomenik. Dok su neki delovi stepeništa bili pod zemljom 90 godina, većina kamenih elemenata je bila izložena različitim uslovima sredine i antropogenim uticajima. Urađeno je detaljno mapiranje trenutnog stanja spomenika kako bi se istražio uticaj “zatrpavanja” i kompleksne geometrije spomenika na tip propadanja i variranje ...
    Raspadanje, Indeks oštećenja, Zatrpavanje, Fizička svojstva, Kersantit

  • Model predviđanja potresa od miniranja na površinskim kopovima primenom simulacione metode Monte Karlo i fazi logike

    Milanka N. Negovanović (2015-06-30)
    Modeliranje predviđanja potresa tla od miniranja primenom fazi logike i metode MonteKarlo zasnovano je na podacima dobijenim terenskim merenjima potresa uzrokovanihminiranjem. Promenljive modela definisane su analizom parametara bušenja i miniranjaminskih serija, kao i velosigrama izmerenih potresa od miniranja. Iskorišćene suprednosti fazi logike u implementaciji mnogo većeg broja ulaznih i izlaznih veličina zamodeliranje u odnosu na postojeće empirijske modele. Na osnovu identičnih podataka,dobijen je regresioni model predviđanja potresa, da bi se izvršilo testiranje novogmodela. U cilju povećanja pouzdanosti modela predviđanja, ...
    model, predviđanje potresa, miniranje, površinski kop, Monte Karlo, fazilogika, regresiona analiza, FFT analiza, spektri odziva, pomeraj pukotina
    ... equivalence between radial basis function networks and fuzzy inference systems, IEEE, Transactions on Neural Networks, 4(1),1993, 156-159. 119. Kandel, A., Fuzzy expert systems, CRC Press, Inc, Boca Raton, FL, 1992. 120. Kosko, B., Neural networks and fuzzy systems: a dynamical systems approach ...
    ... 2010, 319-325. 32. Monjezi, M., Ahmadi, M., Sheikhan, M., Predicting blast-induced ground vibration using various types of neural networks, Soil Dynamics and Earthquake Engineering 30(11), 2010, 1233-1236. 33. Verma, A.K., Singh, T.N., Intelligent systems for ground vibration measurement: A ...
    ... ground vibration using artificial neural network, International Journal of Rock Mechanics and Mining Sciences 46(7), 2009, 1214-1222. 31. Bakhshandeh Amnieh, H., Mozaianfard, M.R., Siamaki, A., Predicting of blasting vibrations in Sarcheshmeh copper mine by neural network, Safety Science 48(3), 2010 ...

  • Model predviđanja potresa od miniranja na površinskim kopovima primenom simulacione metode Monte Karlo i fazi logike

    Milanka N. Negovanović (2015-06-30)
    Modeliranje predviđanja potresa tla od miniranja primenom fazi logike i metode MonteKarlo zasnovano je na podacima dobijenim terenskim merenjima potresa uzrokovanihminiranjem. Promenljive modela definisane su analizom parametara bušenja i miniranjaminskih serija, kao i velosigrama izmerenih potresa od miniranja. Iskorišćene suprednosti fazi logike u implementaciji mnogo većeg broja ulaznih i izlaznih veličina zamodeliranje u odnosu na postojeće empirijske modele. Na osnovu identičnih podataka,dobijen je regresioni model predviđanja potresa, da bi se izvršilo testiranje novogmodela. U cilju povećanja pouzdanosti modela predviđanja, ...
    model, predviđanje potresa, miniranje, površinski kop, Monte Karlo, fazilogika, regresiona analiza, FFT analiza, spektri odziva, pomeraj pukotina
    ... equivalence between radial basis function networks and fuzzy inference systems, IEEE, Transactions on Neural Networks, 4(1),1993, 156-159. 119. Kandel, A., Fuzzy expert systems, CRC Press, Inc, Boca Raton, FL, 1992. 120. Kosko, B., Neural networks and fuzzy systems: a dynamical systems approach ...
    ... 2010, 319-325. 32. Monjezi, M., Ahmadi, M., Sheikhan, M., Predicting blast-induced ground vibration using various types of neural networks, Soil Dynamics and Earthquake Engineering 30(11), 2010, 1233-1236. 33. Verma, A.K., Singh, T.N., Intelligent systems for ground vibration measurement: A ...
    ... ground vibration using artificial neural network, International Journal of Rock Mechanics and Mining Sciences 46(7), 2009, 1214-1222. 31. Bakhshandeh Amnieh, H., Mozaianfard, M.R., Siamaki, A., Predicting of blasting vibrations in Sarcheshmeh copper mine by neural network, Safety Science 48(3), 2010 ...

  • Modeliranje tehnoloških procesa u rudarstvu u uslovima nedovoljnosti podataka primenom teorije grubih skupova

    Zoran M. Štirbanović (2015-07-01)
    Rudarstvo, a u okviru njega i priprema mineralnih sirovina, se odlikuje složenošću tehnoloških procesa što je posledica velikog broja uticajnih parametara. Samim tim je potrebno biti veoma obazriv prilikom donošenja odluka u oblasti rudarstva. U cilju što efikasnijeg funkcionisanja procesa, moguće je primeniti različite metode koje služe za pojednostavljenje procesa odlučivanja. Jedna od takvih metoda jeste i teorija grubih skupova. Ona predstavlja relativno novu matematičku teoriju koja je pogodna za razumevanje nepreciznih i nepotpunih podataka kao i za otkrivanje ...
    rudarstvo, priprema mineralnih sirovina, teorija grubih skupova, višekriterijumsko odlučivanje, flotacijsko jalovište, flotacijski kolektor, flotaciona mašina
    ... D. Hepting, Analysis of User Classifiers for Personalization of Environmental Decision Support System Interfaces, Proceedings of Artificial Neural Networks in Engineering ANNIE 2005, St. Louis, Missouri, November 7–9, 2005. 42. T. Maciag, D. Hepting, D. Slezak, Personalizing User Interfaces for ...
    ... Location, Scientia Iranica, Vol. 13, No. 2, pp. 152–158. 59. G. Wen, Construction project risk evaluation based on Rough Sets and Artificial Neural Networks, Proceedings of 6th International Conference on Natural Computation (ICNC 2010), Volume 3, Yantai, Shandong, 10–12 August 2010, pp. 1624–1628 ...
    ... with Applications 37, 2010, pp. 610–617. 22. B. S. Ahna, S. S. Chob, C. Y. Kimc, The integrated methodology of rough set theory and artificial neural network for business failure prediction, Expert Systems with Applications 18, 2000, pp. 65–74. 23. M. J. Beynon , M. J. Peel, Variable precision ...

  • Upravljanje proizvodnjom nafte – novi alat na bazi fazi logike

    Мирослав Црногорац, Душан Даниловић, Лола Томић (2020)
    ... Perspectives, Vol.25, No 2, pp 69-87. ***Kaufmann, A., Lehner, P., Todtling, F., 2003, Effects of the Internet on the spatial structure of innovation networks, Information Economics and Policy, Vol.15, No 4, pp.402-424. Preduzetništvo, inženjerstvo i menadžment ...
    ... PIM9 141 [9] Kaufmann, A., Lehner, P., Todtling, F., 2003, Effects of the Internet on the spatial structure of innovation networks, Information Economics and Policy, Vol.15, No 4. [10] Khunong, M. Vu (2013), Information and Communication Technology)ICT) and Singapor’s economic ...
    ... research-report_iot-in-operations_web.pdf, [Pristupljeno: Jun 2020] [7] Hung, C., Hsieh, C. (2017). Chapter 5 - Big Data Management on Wireless Sensor Networks, In Intelligent Data-Centric Systems, „Big Data Analytics for Sensor-Network Collected Intelligence“., Academic Press, 2017, pp 99-116, https://doi ...