{"id":"https://openalex.org/W2810973712","doi":"https://doi.org/10.23919/mipro.2018.8400175","title":"Intelligent analysis of economic parameters of European countries","display_name":"Intelligent analysis of economic parameters of European countries","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2810973712","doi":"https://doi.org/10.23919/mipro.2018.8400175","mag":"2810973712"},"language":"en","primary_location":{"id":"doi:10.23919/mipro.2018.8400175","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro.2018.8400175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019086583","display_name":"Mihail Petkov","orcid":"https://orcid.org/0000-0002-6604-6058"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":true,"raw_author_name":"Mihail Petkov","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss Cyril and Methodius University, Skopje, Macedonia, Former Yugoslav Republic of"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss Cyril and Methodius University, Skopje, Macedonia, Former Yugoslav Republic of","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018725328","display_name":"Biljana Risteska Stojkoska","orcid":"https://orcid.org/0000-0003-4435-2676"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Biljana Risteska Stojkoska","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss Cyril and Methodius University, Skopje, Macedonia, Former Yugoslav Republic of"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss Cyril and Methodius University, Skopje, Macedonia, Former Yugoslav Republic of","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014847368","display_name":"Slobodan Kalajdziski","orcid":"https://orcid.org/0000-0003-3373-8637"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Slobodan Kalajdziski","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss Cyril and Methodius University, Skopje, Macedonia, Former Yugoslav Republic of"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss Cyril and Methodius University, Skopje, Macedonia, Former Yugoslav Republic of","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074490095","display_name":"Ilinka Ivanoska","orcid":"https://orcid.org/0000-0002-9363-1527"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Ilinka Ivanoska","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss Cyril and Methodius University, Skopje, Macedonia, Former Yugoslav Republic of"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss Cyril and Methodius University, Skopje, Macedonia, Former Yugoslav Republic of","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071856573","display_name":"Kire Trivodaliev","orcid":"https://orcid.org/0000-0002-7350-9583"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Kire Trivodaliev","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ss Cyril and Methodius University, Skopje, Macedonia, Former Yugoslav Republic of"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss Cyril and Methodius University, Skopje, Macedonia, Former Yugoslav Republic of","institution_ids":["https://openalex.org/I76245029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019086583"],"corresponding_institution_ids":["https://openalex.org/I76245029"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08228933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"0955","last_page":"0960"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14143","display_name":"Economic and Technological Innovation","score":0.9455999732017517,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9269999861717224,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7148741483688354},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6737874746322632},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6007568836212158},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5549227595329285},{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.5450707674026489},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5302799940109253},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.485378623008728},{"id":"https://openalex.org/keywords/power-graph-analysis","display_name":"Power graph analysis","score":0.4700022339820862},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.45216548442840576},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4513567388057709},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.4313163161277771},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.41492849588394165},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3442472815513611},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3429219126701355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3210349678993225},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14989542961120605},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09376057982444763}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7148741483688354},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6737874746322632},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6007568836212158},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5549227595329285},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.5450707674026489},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5302799940109253},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.485378623008728},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.4700022339820862},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45216548442840576},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4513567388057709},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.4313163161277771},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.41492849588394165},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3442472815513611},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3429219126701355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3210349678993225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14989542961120605},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09376057982444763},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/mipro.2018.8400175","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro.2018.8400175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W116902681","https://openalex.org/W229097380","https://openalex.org/W1573698335","https://openalex.org/W1574447377","https://openalex.org/W1574814276","https://openalex.org/W1918275453","https://openalex.org/W1978637569","https://openalex.org/W2051251035","https://openalex.org/W2076723453","https://openalex.org/W2079346340","https://openalex.org/W2095293504","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2161052765","https://openalex.org/W2529556398","https://openalex.org/W3030498299","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W3125231213","https://openalex.org/W3125938472","https://openalex.org/W3126048895","https://openalex.org/W6604828220","https://openalex.org/W6608852248"],"related_works":["https://openalex.org/W2349859869","https://openalex.org/W2362940594","https://openalex.org/W2153048426","https://openalex.org/W2079295974","https://openalex.org/W1681823257","https://openalex.org/W3114311606","https://openalex.org/W2570739995","https://openalex.org/W2889168673","https://openalex.org/W4321765920","https://openalex.org/W2613291114"],"abstract_inverted_index":{"Engineers":[0],"today":[1],"are":[2,106,115,135,154],"often":[3],"bound":[4],"to":[5,13,18,42,60],"work":[6],"with":[7,10],"complex":[8,194],"data,":[9],"valuable":[11],"knowledge":[12],"be":[14,19,186,197],"extracted":[15],"and":[16,85,144,150,167,184],"models":[17],"built":[20],"for":[21,32,94,102,108,118,141,147],"predicting":[22],"future":[23],"behavior.":[24],"With":[25],"a":[26,56,96,187],"given":[27],"set":[28],"of":[29,38,71,89,158,164],"economic":[30,61,168,179],"parameters":[31],"the":[33,36,69,75,103,110,131,151,173],"European":[34,182],"countries,":[35],"goal":[37],"this":[39,52],"paper":[40],"is":[41,68],"analyze":[43],"if":[44],"they":[45],"can":[46,81,185,196],"form":[47],"meaningful":[48,178],"community":[49],"structure.":[50],"To":[51],"end,":[53],"we":[54],"propose":[55],"network":[57],"science":[58],"approach":[59,175],"time":[62],"series":[63],"analysis.":[64],"The":[65,91,112],"first":[66],"step":[67],"creation":[70],"corresponding":[72],"graphs":[73,114],"as":[74],"most":[76],"adequate":[77],"data":[78],"representation":[79],"that":[80,172],"capture":[82],"multiple":[83],"relations":[84],"dependencies":[86],"among":[87],"entities":[88],"interest.":[90],"preprocessing":[92],"steps":[93],"creating":[95],"graph":[97,142],"include":[98],"calculating":[99],"correlation":[100,139],"coefficients":[101],"parameters,":[104],"which":[105,125,191],"used":[107],"weighing":[109,143],"graph.":[111],"weighted":[113],"then":[116],"analyzed":[117,155],"their":[119,159],"underlying":[120],"structure":[121],"using":[122,137],"clustering":[123],"algorithms":[124],"produce":[126],"various":[127],"communities":[128,153],"depending":[129],"on":[130,190],"settings":[132,146],"employed.":[133],"Experiments":[134],"performed":[136],"different":[138,145],"calculations":[140],"cluster":[148],"extraction":[149],"produced":[152],"in":[156,162],"terms":[157],"quality,":[160],"both":[161],"view":[163],"modularity":[165],"score":[166],"meaning.":[169],"Results":[170],"show":[171],"proposed":[174],"successfully":[176],"captures":[177],"relationships":[180],"between":[181],"countries":[183],"solid":[188],"base":[189],"future,":[192],"more":[193],"analysis":[195],"build.":[198]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}