{"id":"https://openalex.org/W3000414633","doi":"https://doi.org/10.1109/iccp48234.2019.8959795","title":"Space Breakdown Method A new approach for density-based clustering","display_name":"Space Breakdown Method A new approach for density-based clustering","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W3000414633","doi":"https://doi.org/10.1109/iccp48234.2019.8959795","mag":"3000414633"},"language":"en","primary_location":{"id":"doi:10.1109/iccp48234.2019.8959795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp48234.2019.8959795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP)","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/A5077217985","display_name":"Eugen-Richard Ardelean","orcid":"https://orcid.org/0000-0002-0098-4228"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Eugen-Richard Ardelean","raw_affiliation_strings":["Technical University of Cluj-Napoca,Computer Science,Cluj-Napoca,Romania","Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]},{"raw_affiliation_string":"Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047121939","display_name":"Alexander Stanciu","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Alexander Stanciu","raw_affiliation_strings":["Technical University of Cluj-Napoca,Computer Science,Cluj-Napoca,Romania","Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]},{"raw_affiliation_string":"Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080452338","display_name":"Mihaela D\u00een\u0219oreanu","orcid":"https://orcid.org/0000-0002-4947-0594"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihaela Dinsoreanu","raw_affiliation_strings":["Technical University of Cluj-Napoca,Computer Science,Cluj-Napoca,Romania","Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]},{"raw_affiliation_string":"Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049230139","display_name":"Rodica Potolea","orcid":"https://orcid.org/0000-0002-7051-3691"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Rodica Potolea","raw_affiliation_strings":["Technical University of Cluj-Napoca,Computer Science,Cluj-Napoca,Romania","Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]},{"raw_affiliation_string":"Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070444955","display_name":"Camelia Lemnaru","orcid":"https://orcid.org/0000-0002-4901-9808"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Camelia Lemnaru","raw_affiliation_strings":["Technical University of Cluj-Napoca,Computer Science,Cluj-Napoca,Romania","Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Computer Science,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]},{"raw_affiliation_string":"Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048388720","display_name":"Vasile V. Moca","orcid":"https://orcid.org/0000-0002-0824-3205"},"institutions":[{"id":"https://openalex.org/I4210141787","display_name":"Romanian Institute of Science and Technology","ror":"https://ror.org/04dchsd96","country_code":"RO","type":"nonprofit","lineage":["https://openalex.org/I4210141787"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Vasile Vlad Moca","raw_affiliation_strings":["Experimental and Theoretical Neuroscience Lab Transylvanian Institute of Neuroscience,Cluj-Napoca,Romania","Experimental and Theoretical Neuroscience Lab Transylvanian Institute of Neuroscience, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Experimental and Theoretical Neuroscience Lab Transylvanian Institute of Neuroscience,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I4210141787"]},{"raw_affiliation_string":"Experimental and Theoretical Neuroscience Lab Transylvanian Institute of Neuroscience, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I4210141787"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5077217985"],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":null,"apc_paid":null,"fwci":0.14,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59732049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"419","last_page":"425"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9997000098228455,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9997000098228455,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T12114","display_name":"Sensory Analysis and Statistical Methods","score":0.9203000068664551,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7013819813728333},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6828990578651428},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.498699426651001},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3463370203971863},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2526351809501648}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7013819813728333},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6828990578651428},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.498699426651001},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3463370203971863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2526351809501648},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccp48234.2019.8959795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp48234.2019.8959795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1673310716","https://openalex.org/W1977972180","https://openalex.org/W2101234009","https://openalex.org/W2127218421","https://openalex.org/W2127389037","https://openalex.org/W2160642098","https://openalex.org/W2162833336","https://openalex.org/W2171406132","https://openalex.org/W2884586244","https://openalex.org/W4235169531","https://openalex.org/W4239719188","https://openalex.org/W4247105055","https://openalex.org/W6675354045","https://openalex.org/W6678914141","https://openalex.org/W6684050148"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Overlapping":[0],"clusters":[1,5,27,110],"and":[2,34,63,87,107],"different":[3,32,108],"density":[4,109],"are":[6,61],"recurrent":[7],"phenomena":[8],"of":[9,13,28,47,54,71],"neuronal":[10,72],"datasets,":[11],"because":[12],"how":[14],"neurons":[15],"fire.":[16],"We":[17],"propose":[18],"a":[19,92],"clustering":[20,133],"method":[21],"that":[22,121],"is":[23],"able":[24],"to":[25,84,102],"identify":[26],"arbitrary":[29],"shapes,":[30],"having":[31],"densities,":[33],"potentially":[35],"overlapped.":[36],"The":[37,113],"Space":[38],"Breakdown":[39],"Method":[40],"(SBM)":[41],"divides":[42],"the":[43,52,57,69,76,88,122],"space":[44,90],"into":[45],"chunks":[46],"equal":[48],"sizes.":[49],"Based":[50],"on":[51,116],"number":[53],"points":[55,82],"inside":[56],"chunk,":[58],"cluster":[59],"centers":[60],"found":[62],"expanded.":[64],"Even":[65],"if":[66],"we":[67],"consider":[68],"particularities":[70],"data":[73,81,89,119],"in":[74],"designing":[75],"algorithm":[77],"-":[78,96],"not":[79],"all":[80],"need":[83],"be":[85,99],"clustered,":[86],"has":[91,125],"relatively":[93],"low":[94],"dimensionality":[95],"it":[97],"can":[98],"applied":[100],"successfully":[101],"other":[103],"domains":[104],"involving":[105],"overlapping":[106],"as":[111],"well.":[112],"experiments":[114],"performed":[115],"benchmark":[117],"synthetic":[118],"show":[120],"proposed":[123],"approach":[124],"similar":[126],"or":[127],"better":[128],"results":[129],"than":[130],"two":[131],"well-known":[132],"algorithms.":[134]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
