{"id":"https://openalex.org/W2790725215","doi":"https://doi.org/10.1155/2018/1472957","title":"Assessment of the Real Estate Market Value in the European Market by Artificial Neural Networks Application","display_name":"Assessment of the Real Estate Market Value in the European Market by Artificial Neural Networks Application","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2790725215","doi":"https://doi.org/10.1155/2018/1472957","mag":"2790725215"},"language":"en","primary_location":{"id":"doi:10.1155/2018/1472957","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/1472957","pdf_url":"http://downloads.hindawi.com/journals/complexity/2018/1472957.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://downloads.hindawi.com/journals/complexity/2018/1472957.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086752694","display_name":"Jasmina \u0106etkovi\u0107","orcid":"https://orcid.org/0000-0001-9104-8744"},"institutions":[{"id":"https://openalex.org/I5936373","display_name":"University of Montenegro","ror":"https://ror.org/02drrjp49","country_code":"ME","type":"education","lineage":["https://openalex.org/I5936373"]}],"countries":["ME"],"is_corresponding":false,"raw_author_name":"Jasmina \u0106etkovi\u0107","raw_affiliation_strings":["Faculty of Economics, University of Montenegro, 81000 Podgorica"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics, University of Montenegro, 81000 Podgorica","institution_ids":["https://openalex.org/I5936373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059808503","display_name":"Slobodan Laki\u0107","orcid":"https://orcid.org/0000-0003-4212-8734"},"institutions":[{"id":"https://openalex.org/I5936373","display_name":"University of Montenegro","ror":"https://ror.org/02drrjp49","country_code":"ME","type":"education","lineage":["https://openalex.org/I5936373"]}],"countries":["ME"],"is_corresponding":false,"raw_author_name":"Slobodan Laki\u0107","raw_affiliation_strings":["Faculty of Economics, University of Montenegro, 81000 Podgorica"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics, University of Montenegro, 81000 Podgorica","institution_ids":["https://openalex.org/I5936373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019120334","display_name":"Marijana Lazarevska","orcid":"https://orcid.org/0000-0002-9090-071X"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Marijana Lazarevska","raw_affiliation_strings":["Faculty of Civil Engineering, University of Ss. Cyril and Methodius, 1000 Skopje, Macedonia","Faculty of Civil Engineering, University of Ss. Cyril and Methodius, 1000 Skopje"],"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, University of Ss. Cyril and Methodius, 1000 Skopje, Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"Faculty of Civil Engineering, University of Ss. Cyril and Methodius, 1000 Skopje","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090552974","display_name":"Milo\u0161 \u017darkovi\u0107","orcid":"https://orcid.org/0000-0003-1930-4250"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Milo\u0161 \u017darkovi\u0107","raw_affiliation_strings":["Erste Bank AD Podgorica, 81000 Podgorica"],"affiliations":[{"raw_affiliation_string":"Erste Bank AD Podgorica, 81000 Podgorica","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018672537","display_name":"Sa\u0161a Vujo\u0161evi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I5936373","display_name":"University of Montenegro","ror":"https://ror.org/02drrjp49","country_code":"ME","type":"education","lineage":["https://openalex.org/I5936373"]}],"countries":["ME"],"is_corresponding":false,"raw_author_name":"Sa\u0161a Vujo\u0161evi\u0107","raw_affiliation_strings":["Faculty of Economics, University of Montenegro, 81000 Podgorica"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics, University of Montenegro, 81000 Podgorica","institution_ids":["https://openalex.org/I5936373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049491296","display_name":"Jelena Cvijovi\u0107","orcid":"https://orcid.org/0000-0001-8784-8255"},"institutions":[{"id":"https://openalex.org/I4210121259","display_name":"Czech Academy of Sciences, Economics Institute","ror":"https://ror.org/01y3ft232","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210121259"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jelena Cvijovi\u0107","raw_affiliation_strings":["Economics Institute, 11000 Belgrade"],"affiliations":[{"raw_affiliation_string":"Economics Institute, 11000 Belgrade","institution_ids":["https://openalex.org/I4210121259"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020969176","display_name":"Mladen Gogi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I5936373","display_name":"University of Montenegro","ror":"https://ror.org/02drrjp49","country_code":"ME","type":"education","lineage":["https://openalex.org/I5936373"]}],"countries":["ME"],"is_corresponding":false,"raw_author_name":"Mladen Gogi\u0107","raw_affiliation_strings":["Faculty of Civil Engineering, University of Montenegro, 81000 Podgorica"],"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, University of Montenegro, 81000 Podgorica","institution_ids":["https://openalex.org/I5936373"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5090552974"],"corresponding_institution_ids":[],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":3.0883,"has_fulltext":true,"cited_by_count":53,"citation_normalized_percentile":{"value":0.91557969,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2018","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9631999731063843,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/real-estate","display_name":"Real estate","score":0.9046791791915894},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7295993566513062},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.6377995610237122},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5598917007446289},{"id":"https://openalex.org/keywords/property-market","display_name":"Property market","score":0.5431919693946838},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5335989594459534},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5015993118286133},{"id":"https://openalex.org/keywords/cost-approach","display_name":"Cost approach","score":0.4546549320220947},{"id":"https://openalex.org/keywords/capitalization-rate","display_name":"Capitalization rate","score":0.44225892424583435},{"id":"https://openalex.org/keywords/market-price","display_name":"Market price","score":0.42562878131866455},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.4036109447479248},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4013855457305908},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3027474880218506},{"id":"https://openalex.org/keywords/real-estate-investment-trust","display_name":"Real estate investment trust","score":0.2002471387386322},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1956285834312439},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13569247722625732},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12579160928726196}],"concepts":[{"id":"https://openalex.org/C82279013","wikidata":"https://www.wikidata.org/wiki/Q684740","display_name":"Real estate","level":2,"score":0.9046791791915894},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7295993566513062},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.6377995610237122},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5598917007446289},{"id":"https://openalex.org/C2987832877","wikidata":"https://www.wikidata.org/wiki/Q1660132","display_name":"Property market","level":3,"score":0.5431919693946838},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5335989594459534},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5015993118286133},{"id":"https://openalex.org/C154527381","wikidata":"https://www.wikidata.org/wiki/Q5174759","display_name":"Cost approach","level":4,"score":0.4546549320220947},{"id":"https://openalex.org/C112136304","wikidata":"https://www.wikidata.org/wiki/Q5035804","display_name":"Capitalization rate","level":4,"score":0.44225892424583435},{"id":"https://openalex.org/C64112148","wikidata":"https://www.wikidata.org/wiki/Q160151","display_name":"Market price","level":2,"score":0.42562878131866455},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.4036109447479248},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4013855457305908},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3027474880218506},{"id":"https://openalex.org/C38815200","wikidata":"https://www.wikidata.org/wiki/Q697852","display_name":"Real estate investment trust","level":3,"score":0.2002471387386322},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1956285834312439},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13569247722625732},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12579160928726196},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2018/1472957","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/1472957","pdf_url":"http://downloads.hindawi.com/journals/complexity/2018/1472957.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:1472957","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2018/1472957.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:6c10b4ec1e84491380947d4b5ee43740","is_oa":true,"landing_page_url":"https://doaj.org/article/6c10b4ec1e84491380947d4b5ee43740","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2018 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2018/1472957","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/1472957","pdf_url":"http://downloads.hindawi.com/journals/complexity/2018/1472957.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2790725215.pdf","grobid_xml":"https://content.openalex.org/works/W2790725215.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W58002988","https://openalex.org/W164312245","https://openalex.org/W183075524","https://openalex.org/W1582142790","https://openalex.org/W1586335931","https://openalex.org/W1846008220","https://openalex.org/W2015860146","https://openalex.org/W2022255913","https://openalex.org/W2025993951","https://openalex.org/W2028070629","https://openalex.org/W2028979841","https://openalex.org/W2068046269","https://openalex.org/W2093341365","https://openalex.org/W2099686024","https://openalex.org/W2129685029","https://openalex.org/W2140449910","https://openalex.org/W2150433531","https://openalex.org/W2153795953","https://openalex.org/W2157520488","https://openalex.org/W2167004588","https://openalex.org/W2482674780","https://openalex.org/W2532983091","https://openalex.org/W2610664942","https://openalex.org/W2810888231","https://openalex.org/W3121996782","https://openalex.org/W3200579934"],"related_works":["https://openalex.org/W4226330007","https://openalex.org/W2369187448","https://openalex.org/W4200309523","https://openalex.org/W2387940498","https://openalex.org/W2286135363","https://openalex.org/W2484036091","https://openalex.org/W2355738470","https://openalex.org/W3149294266","https://openalex.org/W2347336258","https://openalex.org/W2207449819"],"abstract_inverted_index":{"Using":[0],"an":[1],"artificial":[2],"neural":[3],"network,":[4],"it":[5],"is":[6,27,56],"possible":[7],"with":[8],"the":[9,12,17,20,46,52,61,70,76,81,113,118],"precision":[10],"of":[11,19,48,60,69,83,96,117],"input":[13,88],"data":[14,89,107],"to":[15,29,64,103],"show":[16,109],"dependence":[18],"property":[21],"price":[22,54],"from":[23],"variable":[24],"inputs.":[25],"It":[26],"meant":[28],"make":[30],"a":[31,66],"forecast":[32,55,111],"that":[33,91],"can":[34],"be":[35],"used":[36],"for":[37,45],"different":[38],"purposes":[39],"(accounting,":[40],"sales,":[41],"etc.),":[42],"but":[43],"also":[44],"feasibility":[47],"building":[49],"objects,":[50],"as":[51],"sales":[53],"calculated.":[57],"The":[58,86,100],"aim":[59],"research":[62],"was":[63],"construct":[65],"prognostic":[67],"model":[68],"real":[71,97,114],"estate":[72,98,115],"market":[73],"value":[74],"in":[75,112],"EU":[77],"countries":[78],"depending":[79],"on":[80],"impact":[82],"macroeconomic":[84,92],"indicators.":[85],"available":[87],"demonstrates":[90],"variables":[93],"influence":[94],"determination":[95],"prices.":[99],"authors":[101],"sought":[102],"obtain":[104],"correct":[105],"output":[106],"which":[108],"prices":[110],"markets":[116],"observed":[119],"countries.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
