{"id":"https://openalex.org/W2921618291","doi":"https://doi.org/10.23919/isita.2018.8664249","title":"Entropy-based Graph Clustering - A Simulated Annealing Approach","display_name":"Entropy-based Graph Clustering - A Simulated Annealing Approach","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2921618291","doi":"https://doi.org/10.23919/isita.2018.8664249","mag":"2921618291"},"language":"en","primary_location":{"id":"doi:10.23919/isita.2018.8664249","is_oa":false,"landing_page_url":"https://doi.org/10.23919/isita.2018.8664249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Symposium on Information Theory and Its Applications (ISITA)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/88099/1/Entropy-based%20Graph%20Clustering.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031189447","display_name":"Fr\u00e9d\u00e9rique Oggier","orcid":"https://orcid.org/0000-0003-3141-3118"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Frederique Oggier","raw_affiliation_strings":["Division of Mathematical Sciences, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Mathematical Sciences, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060873595","display_name":"Silivanxay Phetsouvanh","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Silivanxay Phetsouvanh","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001971672","display_name":"Anwitaman Datta","orcid":"https://orcid.org/0000-0002-4203-1572"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Anwitaman Datta","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":1.6979,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86713858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"220","issue":null,"first_page":"242","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9976000189781189,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9970999956130981,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.995199978351593,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7609283328056335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5675495266914368},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5263223052024841},{"id":"https://openalex.org/keywords/r\u00e9nyi-entropy","display_name":"R\u00e9nyi entropy","score":0.5064066648483276},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.439910888671875},{"id":"https://openalex.org/keywords/clustering-coefficient","display_name":"Clustering coefficient","score":0.43225038051605225},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.42763108015060425},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33546605706214905},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.314339280128479},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3069620728492737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26550835371017456},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.1769486367702484},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08107763528823853}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7609283328056335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5675495266914368},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5263223052024841},{"id":"https://openalex.org/C142611142","wikidata":"https://www.wikidata.org/wiki/Q1433083","display_name":"R\u00e9nyi entropy","level":3,"score":0.5064066648483276},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.439910888671875},{"id":"https://openalex.org/C22047676","wikidata":"https://www.wikidata.org/wiki/Q898680","display_name":"Clustering coefficient","level":3,"score":0.43225038051605225},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.42763108015060425},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33546605706214905},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.314339280128479},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3069620728492737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26550835371017456},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.1769486367702484},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08107763528823853},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.23919/isita.2018.8664249","is_oa":false,"landing_page_url":"https://doi.org/10.23919/isita.2018.8664249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Symposium on Information Theory and Its Applications (ISITA)","raw_type":"proceedings-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/88099","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/47989","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/88099/1/Entropy-based%20Graph%20Clustering.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Conference Paper"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/d015403d-d57e-467a-bfd3-3bced2400ef1","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/d015403d-d57e-467a-bfd3-3bced2400ef1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:dr.ntu.edu.sg:10356/88099","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/47989","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/88099/1/Entropy-based%20Graph%20Clustering.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Conference Paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2921618291.pdf","grobid_xml":"https://content.openalex.org/works/W2921618291.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W83294241","https://openalex.org/W143174683","https://openalex.org/W1971421925","https://openalex.org/W2019359195","https://openalex.org/W2024060531","https://openalex.org/W2087646797","https://openalex.org/W2101234009","https://openalex.org/W2107968098","https://openalex.org/W2118020555","https://openalex.org/W2124697715","https://openalex.org/W2125910575","https://openalex.org/W2132022337","https://openalex.org/W2137420707","https://openalex.org/W2170154411","https://openalex.org/W2171108520","https://openalex.org/W2181693196","https://openalex.org/W2595142274","https://openalex.org/W2775657349","https://openalex.org/W2913066018","https://openalex.org/W2963598910","https://openalex.org/W3101413764","https://openalex.org/W4255469293","https://openalex.org/W6675354045","https://openalex.org/W6679191575","https://openalex.org/W6685070066","https://openalex.org/W6685841223","https://openalex.org/W6734797129"],"related_works":["https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W3099753975","https://openalex.org/W1518605196","https://openalex.org/W2125614474"],"abstract_inverted_index":{"We":[0,33],"revisit":[1],"a":[2,29],"Renyi":[3,22],"entropy":[4,23],"based":[5,24],"measure":[6],"introduced":[7],"originally":[8],"for":[9],"image":[10],"clustering":[11],"[1],":[12],"and":[13,38],"study":[14],"its":[15],"application":[16],"to":[17],"graph":[18,25,44],"clustering.":[19],"To":[20],"effectuate":[21],"clustering,":[26],"we":[27],"propose":[28],"simulated":[30],"annealing":[31],"algorithm.":[32],"explore":[34],"our":[35],"algorithm's":[36],"efficacy":[37],"limitations":[39],"with":[40],"the":[41],"Karate":[42],"club":[43],"[2],":[45],"as":[46,48],"well":[47],"some":[49],"other":[50],"real":[51],"world":[52],"network.":[53]},"counts_by_year":[{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}