{"id":"https://openalex.org/W2016952789","doi":"https://doi.org/10.1109/his.2013.6920495","title":"A Rough-fuzzy C-means using information entropy for discretized violent crimes data","display_name":"A Rough-fuzzy C-means using information entropy for discretized violent crimes data","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2016952789","doi":"https://doi.org/10.1109/his.2013.6920495","mag":"2016952789"},"language":"en","primary_location":{"id":"doi:10.1109/his.2013.6920495","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2013.6920495","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"13th International Conference on Hybrid Intelligent Systems (HIS 2013)","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/A5101627324","display_name":"Chao Yang","orcid":"https://orcid.org/0000-0002-7456-9617"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Yang","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106465664","display_name":"S. Che","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyuan Che","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011131450","display_name":"Xueting Cao","orcid":"https://orcid.org/0000-0002-2429-3632"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueting Cao","raw_affiliation_strings":["Institute of Environmental Systems Biology, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Environmental Systems Biology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101621511","display_name":"Yeqing Sun","orcid":"https://orcid.org/0009-0004-4414-5698"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yeqing Sun","raw_affiliation_strings":["Institute of Environmental Systems Biology, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Environmental Systems Biology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087542455","display_name":"Ajith Abraham","orcid":"https://orcid.org/0000-0002-0169-6738"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]},{"id":"https://openalex.org/I4210107658","display_name":"Machine Intelligence Research Labs","ror":"https://ror.org/013kgb629","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210107658"]}],"countries":["CZ","US"],"is_corresponding":false,"raw_author_name":"Ajith Abraham","raw_affiliation_strings":["IT4Innovations, VSB-Technical, University of Ostrava, Czech Republic","Machine Intelligence Research Labs (MIR Labs), WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IT4Innovations, VSB-Technical, University of Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]},{"raw_affiliation_string":"Machine Intelligence Research Labs (MIR Labs), WA, USA","institution_ids":["https://openalex.org/I4210107658"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.08800709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"23","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9912999868392944,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9872999787330627,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/impartiality","display_name":"Impartiality","score":0.7834113240242004},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.7233573198318481},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.6396787166595459},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6137247681617737},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.6054837703704834},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5866236686706543},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5734572410583496},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5032700896263123},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.44333139061927795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3354067802429199},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31947627663612366}],"concepts":[{"id":"https://openalex.org/C2780564088","wikidata":"https://www.wikidata.org/wiki/Q3149193","display_name":"Impartiality","level":2,"score":0.7834113240242004},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.7233573198318481},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.6396787166595459},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6137247681617737},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.6054837703704834},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5866236686706543},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5734572410583496},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5032700896263123},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.44333139061927795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3354067802429199},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31947627663612366},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/his.2013.6920495","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2013.6920495","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"13th International Conference on Hybrid Intelligent Systems (HIS 2013)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.456.3639","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.456.3639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://wsc10.softcomputing.net/paper6.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1623080549","https://openalex.org/W1987149779","https://openalex.org/W1995875735","https://openalex.org/W2040810017","https://openalex.org/W2041404167","https://openalex.org/W2077915736","https://openalex.org/W2095566442","https://openalex.org/W2103535650","https://openalex.org/W2113076747","https://openalex.org/W2113535566","https://openalex.org/W2140190241","https://openalex.org/W2340020088","https://openalex.org/W2376490474","https://openalex.org/W2389354795","https://openalex.org/W2978725006","https://openalex.org/W4255833381","https://openalex.org/W4400445037","https://openalex.org/W6675573740","https://openalex.org/W6677640674","https://openalex.org/W7009112930"],"related_works":["https://openalex.org/W2352632308","https://openalex.org/W4206402235","https://openalex.org/W4236572506","https://openalex.org/W4232310950","https://openalex.org/W4378530707","https://openalex.org/W2464905036","https://openalex.org/W2311537767","https://openalex.org/W2049054074","https://openalex.org/W2106315878","https://openalex.org/W2131323062"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,19],"factor":[4],"clustering":[5],"analysis":[6],"for":[7,40,49],"violent":[8,32],"crimes.":[9],"The":[10,29,42],"efficiency":[11],"of":[12,21,31],"Rough-fuzzy":[13,59],"C-means":[14,60],"algorithm":[15,65],"is":[16,45,67,82],"affected":[17],"by":[18],"numbers":[20],"clusters,":[22],"and":[23],"not":[24,36],"all":[25],"centroids":[26],"are":[27],"beneficial.":[28],"analyzing":[30],"crime":[33],"data":[34],"does":[35],"need":[37],"human":[38],"intervention":[39],"impartiality.":[41],"information":[43,63],"entropy":[44,64],"a":[46,56],"helpful":[47],"tool":[48],"resolving":[50],"those":[51],"issues.":[52],"In":[53],"this":[54],"paper,":[55],"novel":[57],"discrete":[58],"based":[61],"on":[62],"(DRFCMI)":[66],"proposed,":[68],"which":[69],"can":[70],"obtain":[71],"typical":[72],"conclusions":[73],"objectively.":[74],"Experimental":[75],"results":[76],"illustrate":[77],"that":[78],"our":[79],"proposed":[80],"method":[81],"efficient.":[83]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
