{"id":"https://openalex.org/W2168347207","doi":"https://doi.org/10.1109/icpr.2008.4761106","title":"Constrained clustering by a novel graph-based distance transformation","display_name":"Constrained clustering by a novel graph-based distance transformation","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W2168347207","doi":"https://doi.org/10.1109/icpr.2008.4761106","mag":"2168347207"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2008.4761106","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761106","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 19th International Conference on Pattern Recognition","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/A5030300491","display_name":"Kai Rothaus","orcid":"https://orcid.org/0000-0002-4288-8795"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kai Rothaus","raw_affiliation_strings":["Department of Computer Science, University of M\u00fcnster, Munster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of M\u00fcnster, Munster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022183918","display_name":"Xiaoyi Jiang","orcid":"https://orcid.org/0000-0001-7678-9528"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xiaoyi Jiang","raw_affiliation_strings":["Department of Computer Science, University of M\u00fcnster, Munster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of M\u00fcnster, Munster, Germany","institution_ids":["https://openalex.org/I22465464"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I22465464"],"apc_list":null,"apc_paid":null,"fwci":0.6329,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.664784,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9987000226974487,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9973000288009644,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.7408165335655212},{"id":"https://openalex.org/keywords/realisation","display_name":"Realisation","score":0.6690618991851807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5878152847290039},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5583255887031555},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5479649305343628},{"id":"https://openalex.org/keywords/shortest-path-problem","display_name":"Shortest path problem","score":0.545179545879364},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5363705158233643},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5048773884773254},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4542574882507324},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.4351857304573059},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4143153429031372},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39680635929107666},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.338681161403656},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3232300877571106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21793672442436218}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7408165335655212},{"id":"https://openalex.org/C2779462738","wikidata":"https://www.wikidata.org/wiki/Q17146409","display_name":"Realisation","level":2,"score":0.6690618991851807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5878152847290039},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5583255887031555},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5479649305343628},{"id":"https://openalex.org/C22590252","wikidata":"https://www.wikidata.org/wiki/Q1058754","display_name":"Shortest path problem","level":3,"score":0.545179545879364},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5363705158233643},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5048773884773254},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4542574882507324},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.4351857304573059},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4143153429031372},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39680635929107666},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.338681161403656},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3232300877571106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21793672442436218},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icpr.2008.4761106","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761106","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 19th International Conference on Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.214.3856","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.214.3856","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://figment.cse.usf.edu/~sfefilat/data/papers/MoCT3.3.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1596382552","https://openalex.org/W1992419399","https://openalex.org/W2013528891","https://openalex.org/W2115657355","https://openalex.org/W2134089414","https://openalex.org/W2153233077","https://openalex.org/W2153839362","https://openalex.org/W6633328910","https://openalex.org/W6635376254","https://openalex.org/W6679849079"],"related_works":["https://openalex.org/W2961288924","https://openalex.org/W2810895613","https://openalex.org/W2075250579","https://openalex.org/W2789329261","https://openalex.org/W2538215832","https://openalex.org/W3016281454","https://openalex.org/W2050807172","https://openalex.org/W2187980447","https://openalex.org/W2567712142","https://openalex.org/W2188989229"],"abstract_inverted_index":{"In":[0],"this":[1],"work":[2],"we":[3],"present":[4],"a":[5,13,32,40,44,83],"novel":[6],"method":[7],"to":[8,56],"model":[9],"instance-level":[10],"constraints":[11,21],"within":[12],"clustering":[14],"algorithm.":[15],"Thereby,":[16],"both":[17],"similarity":[18],"and":[19,51,76,82],"dissimilarity":[20,53],"can":[22],"be":[23],"used":[24],"coevally.":[25],"The":[26],"proposed":[27],"extension":[28],"is":[29,54],"based":[30],"on":[31,73],"distance":[33],"transformation":[34],"by":[35,65],"shortest":[36],"path":[37],"computations":[38],"in":[39],"constraint":[41],"graph.":[42],"With":[43],"new":[45],"technique":[46],"cannot-links":[47],"are":[48,86],"consistently":[49],"supported":[50],"the":[52,62,70],"extended":[55],"their":[57],"neighbourhoods.":[58],"We":[59],"quantitatively":[60],"compare":[61],"results":[63,81],"achieved":[64],"our":[66],"COPGB-K-Means":[67],"algorithm":[68],"with":[69],"state-of-the-art":[71],"algorithms":[72],"standard":[74],"databases":[75],"show":[77],"that":[78],"qualitatively":[79],"good":[80],"fast":[84],"realisation":[85],"not":[87],"mutually":[88],"exclusive.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
