{"id":"https://openalex.org/W2961577232","doi":"https://doi.org/10.1109/meco.2019.8760140","title":"DBSCAN and CLARA Clustering Algorithms and their usage for the Soil Data Clustering","display_name":"DBSCAN and CLARA Clustering Algorithms and their usage for the Soil Data Clustering","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2961577232","doi":"https://doi.org/10.1109/meco.2019.8760140","mag":"2961577232"},"language":"en","primary_location":{"id":"doi:10.1109/meco.2019.8760140","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco.2019.8760140","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th Mediterranean Conference on Embedded Computing (MECO)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5068623482","display_name":"Miroslava Vuk\u010devi\u0107","orcid":"https://orcid.org/0000-0002-6666-9327"},"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":"M. Vukcevic","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Montenegro, Podgorica, Montenegro"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Montenegro, Podgorica, Montenegro","institution_ids":["https://openalex.org/I5936373"]}]},{"author_position":"middle","author":{"id":null,"display_name":"V. Popovic-Bugarin","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":"V. Popovic-Bugarin","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Montenegro, Podgorica, Montenegro"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Montenegro, Podgorica, Montenegro","institution_ids":["https://openalex.org/I5936373"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008411604","display_name":"E. Dervic","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":"E. Dervic","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Montenegro, Podgorica, Montenegro"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Montenegro, Podgorica, Montenegro","institution_ids":["https://openalex.org/I5936373"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5936373"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.06820371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dbscan","display_name":"DBSCAN","score":0.8982176780700684},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8535940647125244},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6170493960380554},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5407251715660095},{"id":"https://openalex.org/keywords/montenegro","display_name":"Montenegro","score":0.5161998867988586},{"id":"https://openalex.org/keywords/data-point","display_name":"Data point","score":0.4652159512042999},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42994561791419983},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33874863386154175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3379550874233246},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.2975560426712036},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.2724199891090393},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12304851412773132}],"concepts":[{"id":"https://openalex.org/C46576248","wikidata":"https://www.wikidata.org/wiki/Q1114630","display_name":"DBSCAN","level":5,"score":0.8982176780700684},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8535940647125244},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6170493960380554},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5407251715660095},{"id":"https://openalex.org/C2910589926","wikidata":"https://www.wikidata.org/wiki/Q236","display_name":"Montenegro","level":2,"score":0.5161998867988586},{"id":"https://openalex.org/C21080849","wikidata":"https://www.wikidata.org/wiki/Q13611879","display_name":"Data point","level":2,"score":0.4652159512042999},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42994561791419983},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33874863386154175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3379550874233246},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.2975560426712036},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.2724199891090393},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12304851412773132},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meco.2019.8760140","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco.2019.8760140","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th Mediterranean Conference on Embedded Computing (MECO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1532381193","https://openalex.org/W1575476631","https://openalex.org/W1604645467","https://openalex.org/W1995450389","https://openalex.org/W2056520382","https://openalex.org/W4240113420","https://openalex.org/W6634394891"],"related_works":["https://openalex.org/W3176449234","https://openalex.org/W2353158678","https://openalex.org/W2767235736","https://openalex.org/W4225278791","https://openalex.org/W2045002201","https://openalex.org/W2971352445","https://openalex.org/W4322502698","https://openalex.org/W2541415914","https://openalex.org/W3174008170","https://openalex.org/W4206465196"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"two":[3],"clustering":[4,101],"algorithms":[5,18],"DBSCAN":[6,26],"and":[7,47,62,78],"CLARA":[8,40,94,116],"were":[9],"applied":[10],"over":[11],"the":[12,37,87,91,115,120,124,131],"pedological":[13],"database":[14],"of":[15,30,43,60,65,76,83,90,109,126],"Montenegro.":[16],"Both":[17],"clusterize":[19],"data":[20],"based":[21],"on":[22],"their":[23,84],"density":[24],"distribution.":[25],"enables":[27],"discovering":[28],"clusters":[29,42],"arbitary":[31],"shapes,":[32],"without":[33],"domain":[34],"knowledge.":[35],"On":[36],"other":[38],"hand,":[39],"forms":[41],"approximatly":[44],"equal":[45],"size":[46],"shape":[48],"for":[49,100],"databases":[50,57],"with":[51,119],"uniformly":[52],"spaced":[53],"data.":[54],"The":[55,111],"used":[56],"is":[58,95,105],"composed":[59],"chemical":[61],"mechanical-physical":[63],"parameters":[64,85],"soil":[66,77,127],"samples.":[67],"There":[68],"are":[69,117],"no":[70],"clear":[71],"transitions":[72],"between":[73],"different":[74],"types":[75],"large":[79],"differences":[80],"in":[81,128],"values":[82],"at":[86],"boundary":[88],"points":[89],"clusters.":[92],"Thus,":[93],"proved":[96],"to":[97],"be":[98],"better":[99],"pedologic":[102],"data,":[103],"which":[104],"confirmed":[106],"by":[107,114,123,130],"means":[108],"simulations.":[110],"results":[112,121],"obtained":[113,122],"comparable":[118],"analysis":[125],"Montenegro":[129],"expert.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}