{"id":"https://openalex.org/W2121572945","doi":"https://doi.org/10.1093/comjnl/bxt123","title":"Topological Similarity-Based Feature Selection for Graph Classi\ufb01cation","display_name":"Topological Similarity-Based Feature Selection for Graph Classi\ufb01cation","publication_year":2013,"publication_date":"2013-10-21","ids":{"openalex":"https://openalex.org/W2121572945","doi":"https://doi.org/10.1093/comjnl/bxt123","mag":"2121572945"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxt123","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxt123","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-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/A5102879526","display_name":"Yongkoo Han","orcid":"https://orcid.org/0000-0003-4541-2052"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongkoo Han","raw_affiliation_strings":["Department of Computer Engineering, College of Electronics and Information, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 446-701, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Electronics and Information, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 446-701, Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103251295","display_name":"Kisung Park","orcid":"https://orcid.org/0000-0003-0858-3389"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kisung Park","raw_affiliation_strings":["Department of Computer Engineering, College of Electronics and Information, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 446-701, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Electronics and Information, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 446-701, Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003852858","display_name":"Donghai Guan","orcid":"https://orcid.org/0000-0002-8448-9020"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Donghai Guan","raw_affiliation_strings":["Department of Computer Engineering, College of Electronics and Information, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 446-701, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Electronics and Information, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 446-701, Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005584516","display_name":"Sajal Halder","orcid":"https://orcid.org/0000-0002-0965-6255"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sajal Halder","raw_affiliation_strings":["Department of Computer Engineering, College of Electronics and Information, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 446-701, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Electronics and Information, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 446-701, Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039165136","display_name":"Young-Koo Lee","orcid":"https://orcid.org/0000-0003-2314-5395"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Young-Koo Lee","raw_affiliation_strings":["Department of Computer Engineering, College of Electronics and Information, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 446-701, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Electronics and Information, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 446-701, Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039165136"],"corresponding_institution_ids":["https://openalex.org/I35928602"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":3.8659,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94744815,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"58","issue":"9","first_page":"1884","last_page":"1893"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9384999871253967,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9384999871253967,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9126999974250793,"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/library-science","display_name":"Library science","score":0.46466031670570374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4080595374107361},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32082483172416687}],"concepts":[{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.46466031670570374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4080595374107361},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32082483172416687}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxt123","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxt123","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"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":{"Graph":[0],"classification":[1,29,41,70,141],"is":[2],"an":[3,87,118],"important":[4],"topic":[5],"in":[6,33,39,43,66,146],"graph":[7,40],"mining":[8],"research":[9],"since":[10],"it":[11],"has":[12],"many":[13],"applications,":[14],"such":[15],"as,":[16],"social":[17],"web":[18],"mining,":[19],"function":[20],"prediction":[21],"of":[22,47,54,128],"molecules":[23],"for":[24,68],"drug":[25],"design,":[26],"XML":[27],"document":[28],"and":[30,64,72,102,108,143],"anomaly":[31],"detection":[32],"program":[34],"flows.":[35],"The":[36,57],"key":[37],"difficulty":[38],"lies":[42],"selecting":[44],"a":[45,51,80,113],"subset":[46,90],"optimal":[48,88],"features":[49,58],"from":[50],"huge":[52],"number":[53],"structural":[55],"features.":[56],"need":[59],"to":[60],"be":[61],"highly":[62],"discriminative":[63,100],"small":[65],"numbers":[67],"better":[69],"accuracy":[71,142],"running":[73,144],"time.":[74],"In":[75],"this":[76],"paper,":[77],"we":[78],"propose":[79,117],"novel":[81],"feature":[82,89],"selection":[83],"framework":[84,137],"that":[85,124,134],"selects":[86],"by":[91],"removing":[92],"redundant":[93],"subgraphs.":[94],"Topologically":[95],"similar":[96,99],"subgraphs":[97,107],"have":[98],"powers":[101],"coverage.":[103],"We":[104,115],"cluster":[105],"these":[106],"select":[109],"one":[110],"subgraph":[111],"as":[112],"feature.":[114],"also":[116],"efficient":[119],"topological":[120],"similarity-based":[121],"clustering":[122],"method":[123],"guarantees":[125],"the":[126,135,149],"efficiency":[127],"our":[129],"framework.":[130],"Empirical":[131],"results":[132],"show":[133],"proposed":[136],"achieves":[138],"significantly":[139],"improved":[140],"time":[145],"comparison":[147],"with":[148],"state-of-the-art":[150],"methods.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-17T06:14:20.161405","created_date":"2025-10-10T00:00:00"}
