{"id":"https://openalex.org/W2799989208","doi":"https://doi.org/10.3233/ida-163343","title":"An efficient heuristic approach for learning a set of composite graph classification rules","display_name":"An efficient heuristic approach for learning a set of composite graph classification rules","publication_year":2018,"publication_date":"2018-05-09","ids":{"openalex":"https://openalex.org/W2799989208","doi":"https://doi.org/10.3233/ida-163343","mag":"2799989208"},"language":"en","primary_location":{"id":"doi:10.3233/ida-163343","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-163343","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","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/A5107595323","display_name":"Viet Anh Nguyen","orcid":"https://orcid.org/0000-0001-7736-2470"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Viet Anh Nguyen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5110533676","display_name":"Long Giang Nguyen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Long Giang Nguyen","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5107595323"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03190634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"3","first_page":"581","last_page":"596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9980999827384949,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9965000152587891,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9962000250816345,"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/boosting","display_name":"Boosting (machine learning)","score":0.77195143699646},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5743597745895386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5494815111160278},{"id":"https://openalex.org/keywords/partially-ordered-set","display_name":"Partially ordered set","score":0.5439947843551636},{"id":"https://openalex.org/keywords/classification-rule","display_name":"Classification rule","score":0.46609559655189514},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45934683084487915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4332638382911682},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4198595881462097},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36376893520355225},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34927693009376526},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32393336296081543},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.22946658730506897}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.77195143699646},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5743597745895386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5494815111160278},{"id":"https://openalex.org/C180645754","wikidata":"https://www.wikidata.org/wiki/Q474715","display_name":"Partially ordered set","level":2,"score":0.5439947843551636},{"id":"https://openalex.org/C104317236","wikidata":"https://www.wikidata.org/wiki/Q4330126","display_name":"Classification rule","level":2,"score":0.46609559655189514},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45934683084487915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4332638382911682},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4198595881462097},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36376893520355225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34927693009376526},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32393336296081543},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.22946658730506897}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ida-163343","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-163343","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1483671890","https://openalex.org/W1503729935","https://openalex.org/W1524882660","https://openalex.org/W1535228720","https://openalex.org/W1544435011","https://openalex.org/W1554734378","https://openalex.org/W1578080815","https://openalex.org/W1607305617","https://openalex.org/W1816257748","https://openalex.org/W1835509607","https://openalex.org/W1988703566","https://openalex.org/W1988790447","https://openalex.org/W2012459404","https://openalex.org/W2016210016","https://openalex.org/W2020263367","https://openalex.org/W2024662824","https://openalex.org/W2031049596","https://openalex.org/W2046509566","https://openalex.org/W2079495826","https://openalex.org/W2081301924","https://openalex.org/W2092750499","https://openalex.org/W2093397547","https://openalex.org/W2101302040","https://openalex.org/W2105869081","https://openalex.org/W2108150886","https://openalex.org/W2110758668","https://openalex.org/W2113014179","https://openalex.org/W2135835957","https://openalex.org/W2145388307","https://openalex.org/W2147286743","https://openalex.org/W2148611932","https://openalex.org/W2152163260","https://openalex.org/W2164281374","https://openalex.org/W2170726034","https://openalex.org/W2171180459","https://openalex.org/W2527497076","https://openalex.org/W4255318870","https://openalex.org/W4376848346","https://openalex.org/W6604015761","https://openalex.org/W6605701719","https://openalex.org/W6658459903","https://openalex.org/W6658912258","https://openalex.org/W6675319365","https://openalex.org/W6681837462","https://openalex.org/W6682440175","https://openalex.org/W6684335045","https://openalex.org/W6685146747","https://openalex.org/W6727823310"],"related_works":["https://openalex.org/W2106070061","https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W1963087247","https://openalex.org/W4231274751","https://openalex.org/W2154063878","https://openalex.org/W2556012038","https://openalex.org/W2347443236","https://openalex.org/W4205203210","https://openalex.org/W1979404695"],"abstract_inverted_index":{"We":[0],"propose":[1],"in":[2],"this":[3,29],"paper":[4],"an":[5],"efficient":[6],"heuristic":[7],"method":[8],"to":[9,36],"learn":[10],"a":[11,17,31],"set":[12,18],"of":[13,19],"classification":[14,23],"rules":[15],"from":[16],"graph":[20],"objects.":[21],"Graph":[22],"has":[24],"various":[25],"real-life":[26],"applications,":[27],"however,":[28],"is":[30],"very":[32],"challenging":[33],"problem":[34],"due":[35],"the":[37],"intrinsic":[38],"compl":[39]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
