{"id":"https://openalex.org/W2965285991","doi":"https://doi.org/10.1145/3340037.3340058","title":"DGFE-VG","display_name":"DGFE-VG","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2965285991","doi":"https://doi.org/10.1145/3340037.3340058","mag":"2965285991"},"language":"en","primary_location":{"id":"doi:10.1145/3340037.3340058","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340037.3340058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the third International Conference on Medical and Health Informatics 2019  - ICMHI 2019","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/A5101758654","display_name":"Jinyin Chen","orcid":"https://orcid.org/0000-0002-7153-2755"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin-yin Chen","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014954504","display_name":"Zhen Wang","orcid":"https://orcid.org/0000-0001-6369-8010"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Wang","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072212265","display_name":"Haibin Zheng","orcid":"https://orcid.org/0000-0002-8997-5343"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai-bin Zheng","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068334720","display_name":"Liang\u2010Ying Liu","orcid":"https://orcid.org/0000-0001-7867-1339"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang-ying Liu","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101519577","display_name":"Ziling Zhu","orcid":"https://orcid.org/0000-0002-6601-1648"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zi-ling Zhu","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075062657","display_name":"Shi-yan Ying","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi-yan Ying","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068558388","display_name":"Yitao Wei","orcid":"https://orcid.org/0000-0002-1625-8001"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-tao Wei","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":0.0855,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47476666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"119","last_page":"124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7042242884635925},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.69138503074646},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6611515879631042},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5665034055709839},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5382049083709717},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5184183120727539},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.49317091703414917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4877953827381134},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4764994978904724},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.46325358748435974},{"id":"https://openalex.org/keywords/visibility-graph","display_name":"Visibility graph","score":0.4447072446346283},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20924776792526245},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15239813923835754},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0885951817035675},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.07753512263298035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7042242884635925},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.69138503074646},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6611515879631042},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5665034055709839},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5382049083709717},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5184183120727539},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.49317091703414917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4877953827381134},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4764994978904724},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.46325358748435974},{"id":"https://openalex.org/C173362246","wikidata":"https://www.wikidata.org/wiki/Q8216024","display_name":"Visibility graph","level":3,"score":0.4447072446346283},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20924776792526245},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15239813923835754},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0885951817035675},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.07753512263298035},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3340037.3340058","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340037.3340058","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the third International Conference on Medical and Health Informatics 2019  - ICMHI 2019","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/W2036565370","https://openalex.org/W2093446113","https://openalex.org/W2099127546","https://openalex.org/W2144227498","https://openalex.org/W2165093044","https://openalex.org/W2548889510","https://openalex.org/W2593765356","https://openalex.org/W2595144038","https://openalex.org/W2598976994","https://openalex.org/W2609311736","https://openalex.org/W2736874680","https://openalex.org/W2765611566","https://openalex.org/W2766508989","https://openalex.org/W2801394770","https://openalex.org/W3102002095"],"related_works":["https://openalex.org/W3159712939","https://openalex.org/W2119433462","https://openalex.org/W2153064586","https://openalex.org/W2768400051","https://openalex.org/W3085910098","https://openalex.org/W3102105166","https://openalex.org/W3125916344","https://openalex.org/W2525136639","https://openalex.org/W2176118516","https://openalex.org/W2924331493"],"abstract_inverted_index":{"Gene":[0],"expression":[1,22,159],"time":[2,25,65,93,149,162],"series":[3,26,66,94],"data":[4,15,95,160],"plays":[5],"an":[6],"important":[7],"role":[8],"in":[9,55,146],"the":[10,18,21,75,79,133,141,148],"field":[11],"of":[12,20,82,143],"bioinformatics":[13],"and":[14,24,34,78,129,151],"mining,":[16],"as":[17],"analysis":[19],"level":[23],"could":[27],"detect":[28],"specific":[29,80,152],"information":[30],"like":[31],"gene":[32,43,64,92,153,158],"function":[33],"classifications.":[35],"In":[36],"this":[37],"paper,":[38],"we":[39,135],"propose":[40],"a":[41],"dynamic":[42,109],"feature":[44,99,110,134],"extraction":[45,100,111],"method":[46,126],"via":[47,112],"visibility":[48],"graph":[49],"(VG).":[50],"It":[51],"is":[52],"carried":[53],"out":[54],"four":[56],"stages:":[57],"1)":[58],"complex":[59,157],"networks":[60],"are":[61,71,88,105,121],"constructed":[62],"from":[63,161],"data;":[67],"2)":[68],"different":[69,86,98,119],"features":[70,154],"extracted":[72],"based":[73,107],"on":[74,108],"network":[76],"structure":[77],"characteristics":[81],"VG":[83,113,144],"algorithm;":[84],"3)":[85],"classifiers":[87],"adopted":[89],"to":[90,114,123,132],"analyze":[91],"compared":[96],"with":[97],"methods,":[101],"while,":[102],"clustering":[103,130],"algorithm":[104],"applied":[106],"achieve":[115],"better":[116],"performance;":[117],"4)":[118],"datasets":[120],"used":[122],"verify":[124],"our":[125],"including":[127],"clarifying":[128],"according":[131],"extract.":[136],"Abundant":[137],"experiment":[138],"results":[139],"prove":[140],"effectiveness":[142],"method's":[145],"extracting":[147],"varying":[150],"underlying":[155],"realistic":[156],"series.":[163]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2019-08-13T00:00:00"}
