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Упит dcterms_subject_txt:economical evaluation

354 items

  • Strategic Environmental Assessment in the Application of Preventive Protection for Wind Farm Noise—Case Study: Maestrale Ring Wind Farm

    Boško D. Josimović, Aleksandar Cvjetić, Božidar Manić (2021)
    Determining the spatial position of wind turbines is the initial and most important phase in the development of a wind farm project. In this sensitive phase, all potential problems that may arise in the later stages of project development should be prevented by means of spatial and urban planning instruments. This makes it possible to achieve maximum use of the potential of wind in a particular space and, thus, fulfil the technical and economic requirements of the project while ...
    Energija,energetski inženjering i elektroenergetska tehnologija,obnovljivi izvori energije, održivost i životna sredina,električni i elektronski inženjering,kontrola i optimizacija,inženjering
    ... turbines. The wind farm noise assessment in this paper is in the context of expert multicriteria evaluation (semi-quantitative method) in SEA, with the aim of achieving objectivity in the evaluation process on one hand and on the other hand, the optimal spatial organization of 113 planned wind turbines ...
    ... multicriteria evaluation for the planned activities, using an expert qualitative method as a basis for its valorization for sustainable spatial develop- ment [54], combined with noise modeling and the expert quantitative statements, which served as a basis for defining the relevant evaluation criteria ...
    ... based on combining expert/qualitative methods of evaluation with simulation/quantitative methods, as this study shows. Energies 2021, 14, 6174 6 of 15 On the basis of the stated objectives, indicators and criteria, a multicriteria evaluation of all planning solutions from the Urban Plan ...

  • 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
    ... 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 characteristic curve ...
    ... resem- ble the original class distribution in the testing dataset. All the aforementioned evaluation metrics were used individu- ally for each class to meet specific requirements in model evaluation. The computational cost of the employed algorithms is an additional factor to be considered ...
    ... numbers of trees that ranged from 50 to 250, with increments of 50. The RE modelling yielded both evaluation metrics and the predictive maps of ophiolites. Figure 6 presents a set of ten evaluation metrics that have been chosen to assess the performance of the model across various training data ...

  • Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names

    Branislava Šandrih, Cvetana Krstev, Ranka Stanković (2019)
    In this paper we present a rule- and lexicon-based system for the recognition of Named Entities (NE) in Serbian news paper texts that was used to prepare a gold standard annotated with personal names. It was further used to prepare training sets for four different levels of annota tion, which were further used to train two Named Entity Recognition (NER) sys tems: Stanford and spaCy. All obtained models, together with a rule- and lexicon based system were evaluated on ...
    NER, Named Entity Recognition Systems, Serbian, Personal Names
    ... Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names Branislava Šandrih, Cvetana Krstev, Ranka Stanković Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Development and Evaluation of Three Named Entity ...
    ... Natural Language Processing, pages 1060–1068, Varna, Bulgaria, Sep 2–4, 2019. https://doi.org/10.26615/978-954-452-056-4_122 1060 Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names Branislava Šandrih University of Belgrade Faculty of Philology ...
    ... standard. Section 3 describes NER systems based on Ma- chine Learning methods that were trained on the corpus derived from the gold standard, while the evaluation and discussion of results are presented in Sections 4 and 5, respectively. In Section 6 we present a web platform that enables use and eval- uation ...

  • 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
    ... PoS category cumulative distribution For a complete 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 ...
    ... of tagging is made simple with the help of NLTK. There are a plenty of tagger models packaged in NLTK that can be trained. Every tagger has an evaluation procedure that strips down the tags from the given text, tags the text with the newly created tagger and reports the accuracy on all tokens. This ...
    ... back off tagger which will take over when the current tagger is not able to determine a tag for a token (returning tag 1 Code for training and evaluation, example dataset and results are available at: https://github.com/bmilovanovic/pos-tagging-serbian. None). This is the back off chain that we tested: ...

  • A Multilingual Evaluation Dataset for Monolingual Word Sense Alignment

    Sina Ahmadi, John P McCrae, Sanni Nimb, Fahad Khan, Monica Monachini, Bolette S Pedersen, Thierry Declerck, Tanja Wissik, Andrea Bellandi, Irene Pisani, [...] Ranka Stanković and others (2020)
    Aligning senses across resources and languages is a challenging task with beneficial applications in the field of natural language processing and electronic lexicography. In this paper, we describe our efforts in manually aligning monolingual dictionaries. The alignment is carried out at sense-level for various resources in 15 languages. Moreover, senses are annotated with possible semantic relationships such as broadness, narrowness, relatedness, and equivalence. In comparison to previous datasets for this task, this dataset covers a wide range of languages ...
    lexical semantic resources, sense alignment, lexicography, language resource
    ... Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), pages 3232–3242 Marseille, 11–16 May 2020 c© European Language Resources Association (ELRA), licensed under CC-BY-NC 3232 A Multilingual Evaluation Dataset for Monolingual Word Sense Alignment Sina Ahmadi*, John ...
    ... known Treccani17 and Garzanti18 reference dictionar- ies. 17http://www.treccani.it 18https://www.garzantilinguistica.it 5. Evaluation We performed an intrinsic evaluation on our datasets by computing a number of resource statistics on the senses. Table 2 provides resource statistics based on p ...
    ... Измењено: 2023-10-14 04:19:54 A Multilingual Evaluation Dataset for Monolingual Word Sense Alignment Sina Ahmadi, John P McCrae, Sanni Nimb, Fahad Khan, Monica Monachini, Bolette S Pedersen, Thierry Declerck, Tanja Wissik, Andrea Bellandi, Irene Pisani, [...] Ranka Stanković ...

  • Analiza seizmičkog dejstva eksplozije pri miniranju na primeru izrade tunela Golubac kod Golupca

    Suzana Lutovac, Miloš Gligorić, Jelena Majstorović, Luka Crnogorac (2022)
    Savremeno rudarstvo, a pogotovo masovna eksploatacija metaličnih ležišta, ne bi se mogla zamisliti bez primene eksploziva. Rudarstvo je privredna grana, gde su eksplozivi našli najširu primenu za eksploataciju čvrstih mineralnih sirovina. Primena energije eksploziva dovodi do poboljšanja tehničkoekonomskih pokazatelja pri eksploataciji mineralnih sirovina, ali i do pojave negativnih efekata koji prate radove na miniranju. Eksplozivni materijali u rudarstvu, geologiji i drugim delatnostima, svojim dejstvom narušavaju prirodnu sredinu u vidu drobljenja, razbacivanja komada stene, vazdušnih udara, pojave sezmičkih efekata, pojave ...
    miniranje, seizmičko dejstvo, brzina oscilovanja stenske mase, kriterijumi ocene seizmičkog dejstva

  • Keyword Extraction from Parallel Abstracts of Scientific Publications

    Slobodan Beliga, Olivera Kitanović, Ranka Stanković, Sanda Martinčić-Ipšić (2017)
    ... root or stem [12]. 2.3 Evaluation Methodology The dataset used in this experiment contains only one set of annotated key- words – provided by the author(s) of each abstract (scientific paper). In the case when only one set of annotated keywords is available, the evaluation of the keyword extraction ...
    ... F1 score in Table 2. The left part of Table 2 presents the evaluation performance of the SBKE method according to the set of annotated keywords – provided by the author(s) of the abstracts. The right part of the table presents the evaluation according to the set of annotated keywords without out-of- ...
    ... environment for the evaluation. We can conclude that SBKE can be easily ported to a different language, domain and type of text in the sense of its structure. Still, there are drawbacks, the method can extract only the words that appear in the text. However, we per- formed the evaluation with and without ...

  • Overview of brown coal reserves in Banovići basin in accordance with PERC reporting standard

    Damir Baraković, Kasim Modrić, Vladimir Simić (2021)
    mineralni resursi, mineralne rezevre, ležišta uglja, standardi izvještavanja

  • An intelligent hybrid system for surface coal mine safety analysis

    Nikola Lilić, Ivan Obradović, Aleksandar Cvjetić (2010)

  • Serbian NER&Beyond: The Archaic and the Modern Intertwinned

    Branislava Šandrih Todorović, Cvetana Krstev, Ranka Stanković, Milica Ikonić Nešić (2021)
    U ovom radu predstavljamo srpski književni korpus koji se razvija pod okriljem COST Akcije „Distant Reading for European Literary History” CA16204. Koristeći ovaj korpus romana napisanih pre više od jednog veka, razvili smo i učinili javno dostupnim Sistem za prepoznavanje imenovanih entiteta (NER) obučen da prepozna 7 različitih tipova imenovanih entiteta, sa konvolucionom neuronskom mrežom (CNN), koja ima F1 rezultat od ≈91% na test skupu podataka. Ovaj model je dalje ocenjen na posebnom skupu podataka za evaluaciju. Završavamo poređenje ...
    ... training and evaluation of a NER and a relation extraction algorithms using spaCy. Modrzejewski et al. (2020) incorporated NER trained in spaCy into an English/German Machine Translation system, with the aim to improve NE translation. Morever, Jiang et al. (2016) conducted a comparative evaluation of different ...
    ... first, we discussed our model’s perfor- mance on the SrpELTeC-gold test subset, as shown in Subsection 4.3. Afterwards we car- ried out a detailed evaluation on a collection of novels that were not present in the gold standard, named SrpELTeC-eval, with the findings and a thorough discussion given in Section ...
    ... Authors’ solution was based on the cascades of finite-state automata and both general dictionaries and those built speci- fically for the project. The evaluation showed that the slot error rate of name tagging was 6.1%. A dataset of literary entities comprising 210,532 tokens evenly drawn from 100 different ...

  • Machine Learning and Deep Neural Network-Based Lemmatization and Morphosyntactic Tagging for Serbian

    Ranka Stanković, Branislava Šandrih, Cvetana Krstev, Miloš Utvić, Mihailo Škorić (2020)
    The training of new tagger models for Serbian is primarily motivated by the enhancement of the existing tagset with the grammatical category of a gender. The harmonization of resources that were manually annotated within different projects over a long period of time was an important task, enabled by the development of tools that support partial automation. The supporting tools take into account different taggers and tagsets. This paper focuses on TreeTagger and spaCy taggers, and the annotation schema alignment ...
    Part-of-Speech tagging, lemmatization, corpus, evaluation, Serbian, morphological dictionary
    ... Tagging for Serbian | Ranka Stanković, Branislava Šandrih, Cvetana Krstev, Miloš Utvić, Mihailo Škorić | Proceedings of the 12th Language Resources and Evaluation Conference, May Year: 2020, Marseille, France | 2020 | | http://dr.rgf.bg.ac.rs/s/repo/item/0005007 Дигитални репозиторијум Рударско-геолошког ...
    ... the employees' publications. - The Repository is available at: www.dr.rgf.bg.ac.rs Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), pages 3954–3962 Marseille, 11–16 May 2020 c© European Language Resources Association (ELRA), licensed under CC-BY-NC 3954 Machine ...
    ... per token for both new models. The SR BASIC annotated dataset will also be published. Keywords: Part-of-Speech tagging, lemmatization, corpus, evaluation, Serbian, morphological dictionary 1. Introduction The task of assigning to each token its Part-of-Speech cat- egory (noun, verb, adjective, etc ...

  • Indexing of textual databases based on lexical resources: A case study for Serbian

    Ranka Stanković, Cvetana Krstev, Ivan Obradović, Olivera Kitanović (2015)
    In this paper we describe an approach to improvement of information retrieval results for large textual databases by pre-indexing documents using bag-of-words and Named Entity Recognition. The approach was applied on a database of geological projects financed by the Republic of Serbia in the last half century. Each document within this database is described by metadata, consisting of several fields such as title, domain, keywords, abstract, geographical location and the like. A bag of words was produced from these ...
    ... settlement), which the new system again misses. Fig. 1. One document dealing with the gold. 5 Evaluation The goal of evaluation was to assess the efficiency of the old and new search method. The evaluation was performed over the entire collection of documents and a set of 10 information needs, represented ...
    ... within the metadata were recognized using a rule-based system. Both were then used for index- ing documents and ranking was based on tf idf measure. Evaluation of ranked retrieval results based on data obtained by pre-indexing are com- pared to results obtained by informational retrieval without pre-indexing ...
    ... IR system in ge- ological domain, current approach based on text scanning, its shortcomings, the improvement developed using NLP methods, and the evaluation of this improve- ment. 2 Motivation The constant increase of geological data and information in Serbia was not accompanied by adequate development ...

  • Two approaches to compilation of bilingual multi-word terminology lists from lexical resources

    Branislava Šandrih, Cvetana Krstev, Ranka Stanković (2020)
    In this paper, we present two approaches and the implemented system for bilingual terminology extraction that rely on an aligned bilingual domain corpus, a terminology extractor for a target language, and a tool for chunk alignment. The two approaches differ in the way terminology for the source language is obtained: the first relies on an existing domain terminology lexicon, while the second one uses a term extraction tool. For both approaches, four experiments were performed with two parameters being ...
    Linguistics and Language,Software,Artificial Intelligence,Language and Linguistics

  • Multi-Criteria Approach for Selecting Optimal Dozer Type in Open-Cast Coal Mining

    Ivan Janković, Stevan Đenadić , Dragan Ignjatović , Predrag Jovančić , Tomislav Šubaranović, Ivica Ristović (2019)
    Analitički hijererhijski proces (AHP), dozeri, eksploatacija uglja, površinski kopovi
    ... 2245 14 of 16 According to the technical parameters, the most suitable dozers were Type 1, followed by Type 4, and then Types 2 and 3. The most economical dozer was Type 4, then Type 2, while Type 1 and 3 dozers were slightly more expensive. Type 1 and 2 dozers showed the best results given these specific ...
    ... these reasons, the evaluation of the functioning of this type of machines is done with the aim of showing the elementary parameters influencing their current work and predicting any future events by analysing those parameters and their mutual interaction. The method of evaluation is supposed to show ...
    ... these reasons, the evaluation of the functioning of this type of machines is done with the aim of showing the elementary parameters influencing their current work and predicting any future events by analysing those parameters and their mutual interaction. The method of evaluation is supposed to show ...

  • Estimating hydraulic parameters for the complex hydrodynamic models

    Dušan Polomčić, Dragoljub Bajić, Jelena Ratković, Bojan Hajdin (2018)
    Hydrodynamic models have usually been calibrated manually, by trial-and-error, with different values of hydraulic parameters and hydraulic characteristics of boundary conditions. This method of calibration and estimation of hydraulic parameters requires an extensive knowledge and experience of experts, but whether the resulting solution includes an optimal set of parameters still remains an open question. An optimization method founded upon the Gauss-Marquardt-Levenberg algorithm, along with PEST software based on that algorithm, introduces automation of model calibration with regularization, which substantially ...
    kalibracija, optimizacija, PEST, koeficijent filtracije

  • Hydrodynamic analysis application of contaminated groundwater remediation to oil hydrocarbons

    Predrag Pajić, Aleksandar Čalenić, Dušan Polomčić, Dragoljub Bajić (2018)
    U ovom radu sagledana je primena hidrodinamičke analize u okviru odabrane remedijacione metode ,,pumpanja i tretiranja” kontaminiranih podzemnih voda ugljovodonicima, na primeru pretakališta rafinerije nafte u Pančevu. Primenjena hidrodinamička analiza predstavlja pravilan, a sve češće i neophodan pristup u savremenoj hidrogeologiji. Prethodnim hemijskim analizama uzoraka tla i podzemnih voda na istražno-osmatračkim objektima detektovano je zagađenje produktima nafte. Novoizvedena istraživanja obuhvatila su izvođenje 12 pijezometara različitih dubina, geoelektrično sondiranje tla, ,,in situ” merenja prisutnog kontaminanta, izdvojenog kao hidrofobna faza LNAPL, ...
    kontaminacija, matematički model, podzemne vode, remedijacija, ugljovodonici

  • Simulation of groundwater regime and quantification of groundwater balance by means of hydrodynamic analysis: Case of open-cast mine 'Jakovačka Kumša'

    Dušan Polomčić, Dragoljub Bajić, Jelena Ratković, Đorđije Božović, Predrag Pajić (2019)
    Hidrodinamička analiza, kao metodološki postupak, korišćena je za simulaciju režima i kvantifikaciju bilansa podzemnih voda na širem području Površinskog kopa „Jakovačka Kumša“. Istražni prostor obuhvata i deo beogradskog izvorišta podzemnih voda koje se nalazi u neposrednoj blizini površinskog kopa, u priobalju reke Save. Na površinskom kopu se vrši eksploatacija peska, koji se koristi kao građevinski materijal. Analizom i sintezom podataka koji se odnose na geološke i hidrogeološke ka-rakteristike područja, u radu je prikazan trodimenzionalni hidrogeološki model istražnog područja. Prevođenje ...
    hidrogeološki model, hidrodinamički model, izvorište podzemnih voda, numerička metoda konačnih razlika, Modflow

  • Resource-based WordNet Augmentation and Enrichment

    Ranka Stanković, Miljana Mladenović, Ivan Obradović, Marko Vitas, Cvetana Krstev (2018)
    In this paper we present an approach to support production of synsets for SerbianWordNet(SerWN)byadjustingPrincetonWordNet(PWN)synsetsusing several bilingual English-Serbian resources. PWN synset definitions were automatically translated and post-edited, if needed, while candidate literals for Serbian synsets were obtained automatically from a list of translational equivalents compiled form bilingual resources. Preliminary results obtained from a setof1248selectedPWNsynsetsshowthattheproducedSerbiansynsetscontain 4024 literals, out of which 2278 were offered by the system we present in this paper, whereas experts added the remaining 1746. Approximately one half of ...
    WordNet, bilingual resources, term alignment, parallel lists
    ... resources that are the base of our solution described in Section 3., while in Section 4. we discuss results of preliminary automatic and manual evaluation. Finally, in Section 5. we give some concluding remarks and plans for future research and implementation of results. 1http://multiwordnet.fbk ...
    ... mapping each synset with these resources. One of the goals of our approach is to further develop the semi-automatic procedure to enable automatic evaluation, periodical analysis and automatic extraction of XML synsets structure for further processing and integration into SWN with sumo, sentiments, relations ...
    ... bilingual list of en-sr pairs of terms, which were aligned with literals from PWN synsets. Since our approach is aimed at semi-automatic production and evaluation of SerWN synsets, the procedure includes obligatory post-editing of automatically prepared datasets. In our first case-study we applied our approach ...

  • Preliminary impact assessment of No2 emission from a heating plant on air pollution: case of Zemun, Serbia

    Boban Pavlović, Uroš Pantelić, Marija Živković, Dejan Ivezić (2023)
    The aim of this paper is to provide a preliminary evaluation of the impact caused by NO2 emissions from a heating plant on the local air quality. To model the spatial distribution of NO2 emissions from the heating plant, the AERMOD model was employed. The evaluation was conducted by analyzing and contrasting the simulated NO2 concentration from the heating plant with the overall NO2 concentration recorded at the nearest monitoring station over the entire heating season. The study focused ...
    AERMOD, квалитет ваздуха, моделирање дисперзије загађења, топлана, NO2 загађење

  • Split-Desktop software for the analysis of fragment size distribution of blasted rock mass

    Milanka Negovanović, Lazar Kričak, Stefan Milanović, Jovan Marković, Nikola Simić, Snežana Ignjatović (2023)
    Drobljenje stena je najvažniji pokazatelj u proceni efekata miniranja pri proizvodnom miniranju u površinskoj eksploataciji. Stepen drobljenja stena ima veliki uticaj na efikasnost daljih operacija utovara, transporta, drobljenja i mlevenja. Optimalno drobljenje stena pri proizvodnom miniranju utiče na smanjenje ukupnih troškova proizvodnje. Stoga je pouzdana procena veličine drobljenja odminirane stenske mase veoma važno pitanje, ne samo u operacijama miniranja, već i u rudarskoj proizvodnji. Za predviđanje distribucije veličine komada odminirane stenske mase postoje različiti empirijski modeli. KUZ-RAM model omogućava ...
    Split-Desktop softver, drobljenje stena, miniranje, analiza, digitalna obrada fotografija