Претрага

Упит dcterms_subject_txt:Natural Language Processing

385 items

  • Developing Termbases for Expert Terminology under the TBX Standard

    http://drug.rgf.bg.ac.rs/s/repo/item-set/522 (2014)
    ... Београду [ДР РГФ] Developing Termbases for Expert Terminology under the TBX Standard | Ranka Stanković, Ivan Obradović, Miloš Utvić | Natural Language Processing for Serbian - Resources and Applications | 2014 | | http://dr.rgf.bg.ac.rs/s/repo/item/0000835 Дигитални репозиторијум Рударско-геолошког ...
    ... 2008. Ref. ISO 30042:2008. ISO. Terminology and Other Language and Content Resources — Specification of Data Categories and Management of a Data Category Registry for Language Resources, 2009. Ref. ISO 12620:2009. Cvetana Krstev. Processing of Serbian — Automata, Text and Electronic Dictio- naries ...
    ... language processing applications and general language technology environments (e.g., TM systems) [9]. Termbases developed at FMG followed the principle that terminology, as ev- ery other theory, should have an applied side from which applications can be generated to solve problems. To that end they have to ...

  • Развој геолошког терминолошког речника ГеолИССТерм

    Ranka Stanković, Branislav Trivić, Olivera Kitanović, Branislav Blagojević, Velizar Nikolić (2011)
    ... Pavlović-lažetić, goradana. krstev, cvetana. Popović, ljuba. Obradović, Ivan. 2003: Processing Serbian Written Texts: An Overview of resources and Basic Tools, Proceedings of the Inter- national Workshop on Balkan language resources and Tools, Thessaloniki, greece, November 2003, S. Piperidis, v. karakaletsis ...
    ... Science language Technical Team, 56 p. Soller, r. David, ed., 2004b. Sedimentary materials: science language for their classification, description, and interpretation in digital geologic-map databases, version 1.0 (12/18/2004), North American geologic- map Data model Science language Technical ...
    ... p. Soller, r. David., ed., 2004c. Volcanic materials: sci- ence language for their naming and characteriza- tion in digital geologic-map databases, version 1.0 (12/18/2004), North American geologic-map Data model Science language Technical Team, 18 p. rANkA STANkOvIć eT Al. ‒ The DevelOPmeNT OF ...

  • Frequency and Length of Syllables in Serbian

    Marija Radojičić, Biljana Lazić, Sebastijan Kaplar, Ranka Stanković, Ivan Obradović, Ján Mačutek, Lívia Leššová (2019)
    Basic analyses of several properties of syllables (the rank-frequency distribution, the distribution of length, and the relation between length and frequency) in Serbian is presented. The syllabification algorithm used combines the maximum onset principle and the sonority hierarchy. Results indicate that syllables behave similarly to words as far as mathematical models are concerned, but values of parameters in models for syllables are quite different from those for words.
    frekvencije slogova, dužina slogova, srpski jezik
    ... Syllables in Serbian 117 3. Language material Serbian is a South Slavic language. It has the official status in Serbia (exclusively) and in Bosnia and Herzegovina (as one of three languages, together with Bosnian and Croatian), and the status of a minority language in several other countries. Given ...
    ... above, with a general syllable definition lacking, a scientist can apply language- specific rules for syllabification (e.g. using morpheme borders as one of the criteria for syllable borders). While the application of language-specific rules is not bad per se, if one wants to compare models, parameter ...
    ... approach to all languages under investigation is indispensable. If a language allows only open syllables (such as Old Slavonic, cf. Rottmann, 1999), the syllabification is straightforward (provided that diphthongs – if the language under investigation contains any – can be reliably distinguished from ...

  • Development Of The Serbian Geological Resources Portal

    Ranka Stanković, Jelena Prodanović, Olivera Kitanović, Velizar Nikolić (2011)
    ... with the use of PHP script language and AJAX. By using HTML and CSS for markup, JavaScript for the access to DOM elements, XML (Extensible Markup Language) or JSON (JavaScript Object Notation), data is downloaded from the server and the final results are formated. Query processing on the server side expands ...
    ... and GIS tech- nologies. The largest part was realized with the use of the PHP (Hypertext Preprocessor) script language on server side and the XHTML (eXtensible HyperText Markup Language) language on the client side. In addition to this, the part of the web portal pertaining to geological terminology and ...
    ... 2008-2011, funded by the Ministry, carried out by FMG, DRAGISIC. Fig. 2. Map of the Tara National park. developed with the use of PHP script language, jQuery library for text animation and generation of detailed overview of objects, as well as external Adobe flash plug-ins, FlashPageFlip and Zoomify ...

  • Open Educational Resources in Serbia

    Ivan Obradović, Ranka Stanković, Marija Blagojević, Danijela Milošević (2020)
    Open educational resources, BAEKTEL, Metadata portal
    ... programming and web design, it includes learning materials on Social Networks analysis, GIS application in geology, Lexical Analysis in Natural Language Processing, Security in IT etc. Khan Academy published mathematics and IT OERs generally for young children. Mathematics OERs are related to Early ...
    ... stakeholders. OERs are developed in Serbian language and their content covers different fields. The main goal is to allow teachers to offer their teaching materials at all levels of education to their colleagues, students and students for free use, reuse, processing, combination and further distribution ...
    ... components that incorporate knowledge from various language and lexical resources. She is head of Computer Centre for the Mining department, Chairman of Technical comity A037 Terminology in Institute for Standardisation of Serbia and vice president of Language Resources and Technologies Society (JERTEH) ...

  • OntoLex Publication Made Easy: A Dataset of Verbal Aspectual Pairs for Bosnian, Croatian and Serbian

    Ranka Stanković, Maxim Ionov, Medina Bajtarević, Lorena Ninčević (2024)
    Ovaj rad predstavlja novi jezički resurs za pretraživanje i istraživanje verbalnih aspektnih parova u BCS (bosanskom, hrvatskom i srpskom), kreiran korišćenjem principa Lingvističkih Povezanih Otvorenih Podataka (LLOD). Pošto ne postoji resurs koji bi pomogao učenicima bosanskog, hrvatskog i srpskog kao stranih jezika da prepoznaju aspekt glagola ili njegove parove, kreirali smo novi resurs koji će korisnicima pružiti informacije o aspektu, kao i link ka aspektnim parovima glagola. Ovaj resurs takođe sadrži spoljne linkove ka monolingvalnim rečnicima, Wordnetu i BabelNetu. ...
    aspekt glagola, lingvistički otvoreni podaci, BCS

  • The Usage of Various Lexical Resources and Tools to Improve the Performance of Web Search Engines

    Krstev Cvetana, Stanković Ranka, Vitas Duško, Obradović Ivan (2008)
    In this paper we present how resources and tools developed within the Human Language Technology Group at the University of Belgrade can be used for tuning queries before submitting them to a web search engine. We argue that the selection of words chosen for a query, which are of paramount importance for the quality of results obtained by the query, can be substantially improved by using various lexical resources, such as morphological dictionaries and wordnets. These dictionaries enable semantic ...
    LR web services, MultiWord Expressions & Collocations, Information Extraction, Information Retrieval
    ... Proceedings of the 5th International Conference on Language Resources and Evaluation, LREC 2006, Genoa, Italy, May 2006, pp. 1692-1697 Krstev, C., Vitas, D., Maurel, D., Tran, M. (2005). Multilingual Ontology of Proper Names. In Proc. of Second Language & Technology Conference, Poznań, Poland, April ...
    ... and Tools to Improve the Performance of Web Search Engines | Krstev Cvetana, Stanković Ranka, Vitas Duško, Obradović Ivan | LREC 2008: Conference on Language Resources and Evaluation, Marrakesh, Morocco, May 2008 | 2008 | | http://dr.rgf.bg.ac.rs/s/repo/item/0004838 Дигитални репозиторијум Рударско-геолошког ...
    ... ranka@rgf.bg.ac.yu, vitas@matf.bg.ac.yu, ivano@rgf.bg.ac.yu Abstract In this paper we present how resources and tools developed within the Human Language Technology Group at the University of Belgrade can be used for tuning queries before submitting them to a web search engine. We argue that the selection ...

  • Увођење доменских и семантичких маркера за област рударства у српске електронске речнике

    Иван Обрадовић, Александра Томашевић, Ранка Станковић, Биљана Лазић (2017)
    ... International Confer- ence on Language Resources and Evaluation, LREC 2016, Portorož, Slov- enia, pp. 23–28. Крстев и др. 2016: Cvetana Krstev, Anđelka Zečević, Duško Vitas, and Tita Kyriacopoulou, “NERosettafor the Named Entity Multi-lingual Space”, In: Human Language Technology Challenges for Computer ...
    ... доменских корпуса. ЛИТЕРАТУРА Јурафски/Мартин, 2016: Daniel Jurafsky & James H. Martin, Speech and Lan- guage Processing, Draft of November 7, 2016. Крстев 2008: Cvetana Krstev, Processing of Serbian – Automata, Texts and Elec- tronic dictionaries Faculty of Philology, University of Belgrade, Belgrade ...
    ... Belgrade. Крстев и др., 2008: Cvetana Krstev, DuškoVitas, Gordana Pavlović-Lažetić, “Re- sources and Methods in the Morphosyntactic Processing of Serbo-Croatian”, Formal Description of Slavic Languages: The Fifth Conference, Leipzig 2003, Zybatow, Gerhildetal. (eds.), Peter Lang: Frankfurt am Main ...

  • Quantitative analysis of syllable properties in Croatian, Serbian, Russian, and Ukrainian

    Biljana Rujević, Marija Kaplar, Sebastijan Kaplar, Ranka Stanković, Ivan Obradović, Jan Mačutek (2021)
    slogovi, distribucija rang-preciznost, slovenski jezici

  • 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
    ... 690 Figure 6. Examples of lines from CSV document containing the names and iden- tifiers of concept nodes. system, but for a morphologically rich language, such as Serbian, previous lemmatization or other kind of normalization of both resources is necessary. Finding and replacing ontology concepts in ...
    ... et al., 2001).Once established, the system may find wider application. When it comes to the classification of (medical) documents for the Serbian language, it is necessary to prepare resources first. In this regard the International Classification of Diseases in Serbian - MKB 10 (Medunarodna klasifikacija ...
    ... English and Latin equivalents, allowing for the extension of the search for concept names and their retrieval in documents. However, rich Serbian language morphology should be taken into account 68 Infotheca Vol. 19, No. 1, September 2019 Scientific paper and preparation of additional lexical resources ...

  • WebGIS Cadastre of Abandoned Mines in Autonomous Province of Vojvodina

    Ranka Stanković, Nikola Vulović, Nikola Lilić, Ivan Obradović, Radule Tošović, Milica Pešić-Georgiadis (2015)
    ... Microsoft Visio featuring an interface with ArcGIS. The WebGIS application was developed using GeoServer, an open source tool in the Java programming language, with integrated PostgreSQL DB and the possibility of generating and publishing WMS, WFS and KML services. The WebGIS application is publicly ...
    ... export, as well as web search and visualization [9]. 2.3 Geodatabase model The geodatabase model was developed using UML (Unified Modeling Language) and CASE (Computer- Aided Software Engineering) tool Microsoft Visio, which has a developed integration feature with ArcGIS. Figure 1 shows part ...
    ... support spatial data. GeoServer was used for generating and publishing WMS (Web Map Service) and WFS (Web Feature Service), KML (Keyhole Markup Language) and everything else needed to create a web GIS application. GeoServer is an open source tool designed in Java which enables users to serve spatial ...

  • A WebGIS Decision Support System for Management of Abandoned Mines

    Ranka Stanković, Nikola Vulović, Nikola Lilić, Ivan Obradović, Radule Tošović, Milica Pešić-Georgiadis (2016)
    ... management of natural resources), environmental management and management within state bodies. The modern concept of management of mineral resources in Serbia includes comprehensive registration and monitoring of mineral resources at various stages of their exploitation and processing. From the viewpoint ...
    ... Systems AHP Analytic Hierarchy Process GIS Geographical Information Systems KML Keyhole Markup Language WMS Web Map Service WFS Web Feature Service CASE Computer-Aided Software Engineering UML Unified Modeling Language References 1. Hall, A.; Scott, J.A.; Shang, H. Geothermal energy recovery from underground ...
    ... Microsoft Visio featuring an interface with ArcGIS. The WebGIS application was developed using GeoServer, an open source tool in the Java programming language, with integrated PostgreSQL DB and the possibility of generating and publishing WMS, WFS and KML services. The WebGIS application is publicly available ...

  • 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
    ... Trees”, In Jones, D. B. et al. (еds.) New Methods in Language Process- ing, Routledge, 154–164. Шмид 1999: Helmut Schmid, „Improvements in Part-of-Speech Tagging with an Application to German”, In: Armstrong, S. et al. (eds.) Natural Language Processing Using Very Large Corpora, Dordrecht: Springer, 13–25 ...
    ... ceedings_v1_final.pdf Рихли 2007: Pavel Rychlý, “Manatee/Bonito — A Modular Corpus Manager”, In: 1st Workshop on Recent Advances in Slavonic Natural Language Process- ing, Brno : Masaryk University, 65–70. Станковић 2009: Ранка Станковић, модели експанзије упита над текстуел- ним ресурсима (необјављена ...
    ... & tag=»N»] Сваки токен bacili коме је као вредност атрибута tag придру- жена вредност N. 7 У енгл. оригиналу CQP Query Language. 8 У енгл. оригиналу Corpus Query Language, скр. CQL. Милош М. Утвић, Ранка М. Станковић, Александра Ђ. Шкорић, Биљана Ђ. Лазић286 Веб-сервиси за експанзију упита над ...

  • Proširivanje upita zasnovano na leksičkim resursima

    Ranka Stanković, Ivan Obradović, Cvetana Krstev (2009)
    U radu je opisano kako se leksički resursi za srpski jezik i softverski alati, razvijeni u okviru Grupe za jezičke tehnologije Univerziteta u Beogradu, mogu koristiti za unapređenje postavljanja upita. Rezultati pretrage mogu biti značajno unapređeni korišćenjem različitih leksičkih resursa, kakvi su morfološki rečnici i semantičke mreže. Izloženi pristup može se iskoristiti i u Sistemu naučnih, tehnoloških i poslovnih informacija, jer je efikasno pretraživanje ovog dragocenog resursa, imajući u vidu njegovu heterogenost i obim, kao i preovladavajući tekstualni sadržaj, ...
    ... [1] Vitas D., Pavlović-Lažetić G., Krstev C., Popović Lj., Obradović I. (2003): „Processing Serbian Written Texts: An Overview of Resources and Basic Tools“, Proc. of the International Workshop on Balkan Language Resources and Tools, Thessaloniki, Greece, S. Piperidis, V. Karakaletsis (eds.) ...
    ... korišćenje tih proširenih upita, koje pruža web aplikacija WS4QE. Abstract - This paper presents how resources and tools developed within the Human Language Technology Group at the University of Belgrade can be used for improvement of queries. Search results can be substantially improved by using various ...
    ... [6] Krstev C., Stanković R., Vitas D., Obradović I., “WS4LR: A Workstation for Lexical Resources”, Proc. of the 5th International Conference on Language Resources and Evaluation, LREC 2006, Genoa, Italy, May 2006, pp. 1692- 1697. [7] Stanković R. (2008) „Improvement of geodatabase queries within ...

  • Integrisanje heterogenih leksičkih resursa

    Ranka Stanković, Cvetana Krstev, Duško Vitas, Ivan Obradović, Gordana Pavlović-Lažetić (2004)
    Osnovna aktivnost Grupe za obradu prirodnih jezika na Matematičkom fakulteta Univeziteta u Beogradu je usmerena na razvoj različitih resursa za obradu srpskog jezika. Među njima su posebno značajni sistem morfoloških rečnika srpskog jezika razvijenih u okviru mreže RELEX [1] i semantička mreža (tipa wordnet) za srpski jezik razvijena u okviru međunarodnog projekta Balkanet. Radi se o dva heterogena leksička resursa, razvijena na osnovu sasvim različitih modela, koji samim tim sadrže i različite vrste leksičkih informacija. Integracijom ovih resursa, informacije ...
    lekisički resursi, obrada prirodnog jezika, rečnici
    ... International Wordnet Conference, Mysore, India. [4] Vitas, D. et al. (2003). Resources and Basic Tools for the Processing of Serbian Written Texts. Proc. of the Workshop on Balkan Language Resources, 1st Balkan Conference in Informatics. [5] Vossen, P. (ed.) (1998). EuroWordNet: A Multilingual Database ...
    ... .NET Framework-a, činjenica da su srpski i ostali balkanski WN u XML formatu olakšava je korišćenje ovih alata. Pri tome, XML Schema definition language (XSD) omogućava definisanje strukture i tipova podataka XML dokumenata. Slika 3 prikazuje grafičku reprezentaciju XSD šeme srpskog WN. Slika ...
    ... sve imenice koje nemaju hiperonim, tj. koje su prve u hijerarhiji. U ovakvom okruženju je razvijeno programsko rešenje ILReMaT (Integrated Language Resource Management Tool). Ovim alatom se olakšava razvoj srpskog WN u skladu sa engleskim WN, i omogućava njegovo integrisanje sa drugim leksičkim ...

  • Ontološki model upravljanja rizikom u rudarstvu

    Olivera Kitanović (2021)
    Rudarska proizvodnja obuhvata kompleksne tehnološke sisteme, što nameće potrebu za uspostavljanjem i unapređivanjem sistema upravljanja rizikom. Heterogenost i obim podataka neophodnih za upravljanje rizikom zahtevaju sistem koji ih na fleksibilan način integriše i omogućava njihovo optimalno korišćenje. Osnovni cilj ove disertacije je razvoj ontologije za domen rudarstva i na njoj zasnovanog modela za upravljanje rizikom. Njegova realizacija podrazumeva i implementaciju algoritama ekstrakcije informacija za popunjavanje ontologije, kao i odgovarajuće softversko rešenje. Razvoj modela obuhvata i značajno proširenje rudarskog korpusa, kao ...
    rudarstvo, rizik, upravljanje rizikom, procena rizika, ontologija, semantička mreža, ekstrakcija informacija, upravljanje znanjem, računarska lingvistika
    ... Terminology Lists from Lexical Resources.” Natural Language Engineering 26 (4 July): 455–79. https://doi.org/10.1017/S1351324919000615. Schmid, Helmut. 1999. “Improvements in Part-of-Speech Tagging with an Application to German.” In Natural Language Processing Using Very Large Corpora, edited by Susan ...
    ... ontology learning environment) oslanjajući se na obradu narativnog, nestruktuiranog teksta tehnikama obrade prirodnih jezika (eng. NLP, natural language processing), uglavnom ekstrakcijom informacija (koncepata, primeraka i relacija) koje se koriste i u ovom istraživanju. 3.4.1. Principi razvoja ...
    ... 77–84. Stanković, Ranka, Ivan Obradović, and Miloš Utvić. 2014. “Developing Termbases for Expert Terminology under the TBX Standard.” In Natural Language Processing for Serbian- Resources and Applications. In Proceedings of the Conference “35\textsuperscriptth Anniversary of Computational Linguistics ...

  • Речник САНУ као база терминолошких речника (на примеру речника кулинарства)

    Рада Стијовић, Олга Сабо, Ранка Станковић (2017)
    ... Frankfurt am Main. 2. Vitas, D., Popović, Lj., Krstev, C., Obradović, I., Pavlović-Lažetić, G. and Stanojević, M. (2012). The Serbian Language in the Digital Age. Berlin; Springer-Verlag. 3. Kilgarriff, A., Baisa, V., Bušta, J., Jakubíček, M., Kovář, V., Michelfeit, J., Rychlý, P., Suchomel, V. (2014) ...
    ... Ivan Obradović, Biljana Lazić and Aleksandra Trtovac. „Rule based automatic multi-word term extraction and lemmatization.” In: 10th edition of the Language Resources and Evaluation Conference (LREC), 23-28 May 2016, Portorož. 7. Ranka Stanković, Ivan Obradović, Cvetana Krstev, Duško Vitas, “Production ...
    ... Dictionaries with Terms from the Culinary Domain”, In The Proceedings of Seventh Global WordNet Conference 2014. 10. Jurafsky, D. (2014). The Language of Food: A Linguist Reads the Menu. New York City, NY, USA: W.W. Norton & Company 11. Cvetana Krstev, Biljana Lazić, “Glagoli u kuhinji i za stolom” ...

  • Integracija heterogenih tekstualnih resursa

    Ranka Stanković, Ivan Obradović (2007)
    U radu je opisan pristup integraciji heterogenih tekstualnih resursa za srpski jezik uz pomoć jednog kompleksnog softverskog alata, razvijenog specijalno za ove potrebe. Opisani su struktura i osnovne komponente razvijenog sistema. Iznete su i mogućnosti unapređivanja resursa međusobnom razmenom informacija, koje pruža razvijeno integrisano okruženje. Konačno, opisana je i mogućnost primene integrisanih heterogenih resursa za proširenje upita, kao i pretraživanje tekstova uopšte, a naznačeni su i neki od pravaca daljeg razvoja.
    ... Technology. Bucureş of the Romanian academy. t al. 2003 – Vitas, D. et al. (2003): Processing Serbian Written Texts: An Overview of Resources an (Hg.): Proceedings of the International Workshop on Balkan Language Resources and Tools. Thessaloniki, November 2003. S. 97–104. tanković – Ivan Obradović ...
    ... outils/ALIGN/align.html). l Conference on Language Silberz ti: Publishing house Vitas e d Basic Tools. In: Piperidis, S./Karakaletsis, V. Ranka S Integration of heterogeneous textual resources for Serbian developed within the Human Language Technology Group at the s constant enrichment ...
    ... these resource through mutual interchange of information. We also describe its even more important feature which opens new possibilities for processing of texts, namely resource combining, in particular the combining of morphological information from the dictionaries and semantic information from ...

  • Веб-алат за управљање грађом Речника САНУ и анотација листића

    Рада Стијовић, Ранка Станковић, Михаило Шкорић (2020)
    Грађа на основу које се израђује Речник српскохрватског књижевног и народног језика САНУ, а која садржи материјал из преко 4.500 писаних извора и 300 рукописних збирки речи са подручја народних говора штокавског наречја, забележена је на око 5.000.000 листића. Богат лексички материјал, који обухвата књижевни и народни језик у протекла два века и на основу кога треба да се напише још најмање 15 томова Речника, пружа могућност и за разноврсна лингвистичка и ванлингвистичка истраживања. Из тог разлога се приступило ...
    лексикографска грађа, листићи, лексикографски алат, дигитализација, анотација

  • Coupling of artificial intelligence methods in the development of hybrid intelligent systems

    Ranka Stanković, Ivan Obradović, Nikola Lilić (2001)
    In this paper we present an approach which couples various artificial intelligence (AI) methods in the solution of complex problems that cannot adequately be solved by a single AI method. We argue that the resulting, hybrid intelligent systems (HIS) can be successfully implemented with the use of available AI software libraries. Different coupling methods are analyzed and a classification of hybrid systems based on the chosen method is given. Two case studies of hybrid systems used in mining engineering ...
    hibridni inteligentni sistemi, spregnuti sistemi, metode veštačke inteligencije, rudarske primene veštačke inteligencije
    ... offers safe data archiving for complex data models as this one, as well as all procedures for data manipulation. The use of SQL as a standard query language for data manipulation secures the openness of the hybrid system INVENTS for a connection with different environments. The VENTEX [2] system was ...
    ... of different intelligent methods within a single architecture. Hybrid systems can be classified accordingly, on basis of their functionality, processing architecture and communication needs (fig.1). Function-replacing Intercommunicating Polymorphic Fig.1 Three proposed hybrid classes Hybrid ...
    ... suggests measures for air pollution regulation. In the development of the system we have used NeuroWindows, GeneHunter and VisualBasic for data processing and NN training. Hybrid system for analysis of area airpollution load GIS PollutNet AIRPRES Expert system for air pol lution analysis Data ...