{"id":"https://openalex.org/W4206725450","doi":"https://doi.org/10.1007/s10618-021-00813-0","title":"Sequence graph transform (SGT): a feature embedding function for sequence data mining","display_name":"Sequence graph transform (SGT): a feature embedding function for sequence data mining","publication_year":2022,"publication_date":"2022-01-04","ids":{"openalex":"https://openalex.org/W4206725450","doi":"https://doi.org/10.1007/s10618-021-00813-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-021-00813-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-021-00813-0","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","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/A5089258727","display_name":"Chitta Ranjan","orcid":"https://orcid.org/0000-0003-1146-9325"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chitta Ranjan","raw_affiliation_strings":["H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074370848","display_name":"Samaneh Ebrahimi","orcid":"https://orcid.org/0000-0003-0933-4261"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samaneh Ebrahimi","raw_affiliation_strings":["H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072570845","display_name":"Kamran Paynabar","orcid":"https://orcid.org/0000-0002-6906-3611"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kamran Paynabar","raw_affiliation_strings":["H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089258727"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":7.9706,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.97431247,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"36","issue":"2","first_page":"668","last_page":"708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9898999929428101,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computation","display_name":"Computation","score":0.695158839225769},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6472057104110718},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.618015468120575},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5856481194496155},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5567243695259094},{"id":"https://openalex.org/keywords/string","display_name":"String (physics)","score":0.514493465423584},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5011482238769531},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4920339286327362},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4864880442619324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4122500717639923},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40782228112220764},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38913431763648987},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.24700415134429932}],"concepts":[{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.695158839225769},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6472057104110718},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.618015468120575},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5856481194496155},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5567243695259094},{"id":"https://openalex.org/C157486923","wikidata":"https://www.wikidata.org/wiki/Q1376436","display_name":"String (physics)","level":2,"score":0.514493465423584},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5011482238769531},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4920339286327362},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4864880442619324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4122500717639923},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40782228112220764},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38913431763648987},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.24700415134429932},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10618-021-00813-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-021-00813-0","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W588467254","https://openalex.org/W848133049","https://openalex.org/W1497209257","https://openalex.org/W1519266993","https://openalex.org/W1522502157","https://openalex.org/W1549547341","https://openalex.org/W1558365920","https://openalex.org/W1563088657","https://openalex.org/W1583837637","https://openalex.org/W1608194207","https://openalex.org/W1641039719","https://openalex.org/W1968354112","https://openalex.org/W1975001431","https://openalex.org/W1975257359","https://openalex.org/W1984674851","https://openalex.org/W1992056504","https://openalex.org/W1995918845","https://openalex.org/W1997102766","https://openalex.org/W1998139877","https://openalex.org/W1998300401","https://openalex.org/W2002638840","https://openalex.org/W2005464046","https://openalex.org/W2020816856","https://openalex.org/W2028904582","https://openalex.org/W2035104901","https://openalex.org/W2039491180","https://openalex.org/W2050493487","https://openalex.org/W2051210555","https://openalex.org/W2054698853","https://openalex.org/W2068383400","https://openalex.org/W2070719244","https://openalex.org/W2074231493","https://openalex.org/W2087616013","https://openalex.org/W2088340225","https://openalex.org/W2093931624","https://openalex.org/W2103134320","https://openalex.org/W2103447044","https://openalex.org/W2106882534","https://openalex.org/W2109034006","https://openalex.org/W2120553235","https://openalex.org/W2124351063","https://openalex.org/W2144362290","https://openalex.org/W2147717514","https://openalex.org/W2158714788","https://openalex.org/W2161732286","https://openalex.org/W2166547175","https://openalex.org/W2170747616","https://openalex.org/W2170960297","https://openalex.org/W2184719144","https://openalex.org/W2280454594","https://openalex.org/W2524083015","https://openalex.org/W2555077524","https://openalex.org/W2752432857","https://openalex.org/W2756697102","https://openalex.org/W2794787390","https://openalex.org/W2951596818","https://openalex.org/W3105709717","https://openalex.org/W3150565720","https://openalex.org/W4214515491","https://openalex.org/W4243277332"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2183306018","https://openalex.org/W2549990292","https://openalex.org/W2345479200","https://openalex.org/W2804364458","https://openalex.org/W2951819827","https://openalex.org/W2849310602","https://openalex.org/W4298130764","https://openalex.org/W2132641928","https://openalex.org/W2966686650"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
