{"id":"https://openalex.org/W7134113976","doi":"https://doi.org/10.1007/s11227-026-08354-3","title":"A BERT\u2013BiLSTM-based categorical representation learning for mixed-attribute data","display_name":"A BERT\u2013BiLSTM-based categorical representation learning for mixed-attribute data","publication_year":2026,"publication_date":"2026-03-07","ids":{"openalex":"https://openalex.org/W7134113976","doi":"https://doi.org/10.1007/s11227-026-08354-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-026-08354-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-026-08354-3","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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/A5005805592","display_name":"Qiude Li","orcid":"https://orcid.org/0000-0002-9958-9446"},"institutions":[{"id":"https://openalex.org/I149137203","display_name":"Guiyang Medical University","ror":"https://ror.org/035y7a716","country_code":"CN","type":"education","lineage":["https://openalex.org/I149137203"]},{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiude Li","raw_affiliation_strings":["School of Biology and Engineering, Guizhou Medical University, Guiyang, 561113, Guizhou, China","School of Mathematics and Statistics, Guizhou University, Guiyang, 550025, Guizhou, China"],"affiliations":[{"raw_affiliation_string":"School of Biology and Engineering, Guizhou Medical University, Guiyang, 561113, Guizhou, China","institution_ids":["https://openalex.org/I149137203"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Guizhou University, Guiyang, 550025, Guizhou, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111110383","display_name":"Yinglong Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinglong Pan","raw_affiliation_strings":["School of Mathematics and Statistics, Guizhou University, Guiyang, 550025, Guizhou, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Guizhou University, Guiyang, 550025, Guizhou, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040887150","display_name":"Shengfen Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156872","display_name":"Guizhou Institute of Technology","ror":"https://ror.org/05x510r30","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156872"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengfen Ji","raw_affiliation_strings":["School of Foreign Language, Guizhou Institute of Technology, Guiyang, 550003, Guizhou, China"],"affiliations":[{"raw_affiliation_string":"School of Foreign Language, Guizhou Institute of Technology, Guiyang, 550003, Guizhou, China","institution_ids":["https://openalex.org/I4210156872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046305950","display_name":"Sigui Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I149137203","display_name":"Guiyang Medical University","ror":"https://ror.org/035y7a716","country_code":"CN","type":"education","lineage":["https://openalex.org/I149137203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sigui Hu","raw_affiliation_strings":["School of Biology and Engineering, Guizhou Medical University, Guiyang, 561113, Guizhou, China"],"affiliations":[{"raw_affiliation_string":"School of Biology and Engineering, Guizhou Medical University, Guiyang, 561113, Guizhou, China","institution_ids":["https://openalex.org/I149137203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128285733","display_name":"Yang Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I149137203","display_name":"Guiyang Medical University","ror":"https://ror.org/035y7a716","country_code":"CN","type":"education","lineage":["https://openalex.org/I149137203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yu","raw_affiliation_strings":["School of Biology and Engineering, Guizhou Medical University, Guiyang, 561113, Guizhou, China"],"affiliations":[{"raw_affiliation_string":"School of Biology and Engineering, Guizhou Medical University, Guiyang, 561113, Guizhou, China","institution_ids":["https://openalex.org/I149137203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128288133","display_name":"Zhongwen Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150398","display_name":"Hunan University of Finance and Economics","ror":"https://ror.org/04askxv05","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210150398"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongwen Pan","raw_affiliation_strings":["School of Economics, Hunan University of Finance and Economics, Changsha, 410205, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Economics, Hunan University of Finance and Economics, Changsha, 410205, Hunan, China","institution_ids":["https://openalex.org/I4210150398"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5040887150"],"corresponding_institution_ids":["https://openalex.org/I4210156872"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.8599807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"82","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.2093999981880188,"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/T10057","display_name":"Face and Expression Recognition","score":0.2093999981880188,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.05790000036358833,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.05050000175833702,"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/categorical-variable","display_name":"Categorical variable","score":0.6481000185012817},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5284000039100647},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.42309999465942383},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4196000099182129},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.3010999858379364}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8945000171661377},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.6481000185012817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6025000214576721},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5284000039100647},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4399000108242035},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.42309999465942383},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4196000099182129},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39910000562667847},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.3010999858379364},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.26910001039505005},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.26739999651908875}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-026-08354-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-026-08354-3","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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":54,"referenced_works":["https://openalex.org/W1562135275","https://openalex.org/W1980458471","https://openalex.org/W1985032507","https://openalex.org/W2031302834","https://openalex.org/W2064675550","https://openalex.org/W2163922914","https://openalex.org/W2198318593","https://openalex.org/W2338257905","https://openalex.org/W2588336250","https://openalex.org/W2783777501","https://openalex.org/W2793385194","https://openalex.org/W2912500128","https://openalex.org/W2925162041","https://openalex.org/W2963341956","https://openalex.org/W2969236763","https://openalex.org/W2993784754","https://openalex.org/W3006634967","https://openalex.org/W3017786722","https://openalex.org/W3043922872","https://openalex.org/W3088400790","https://openalex.org/W3111640100","https://openalex.org/W3180000642","https://openalex.org/W3202165487","https://openalex.org/W4205378984","https://openalex.org/W4234173777","https://openalex.org/W4281389746","https://openalex.org/W4295308409","https://openalex.org/W4306976400","https://openalex.org/W4310422325","https://openalex.org/W4320169073","https://openalex.org/W4320341538","https://openalex.org/W4368348202","https://openalex.org/W4372081950","https://openalex.org/W4386137470","https://openalex.org/W4386143443","https://openalex.org/W4386379708","https://openalex.org/W4389281887","https://openalex.org/W4389396140","https://openalex.org/W4391106148","https://openalex.org/W4391249756","https://openalex.org/W4391925696","https://openalex.org/W4393060335","https://openalex.org/W4394987794","https://openalex.org/W4399562363","https://openalex.org/W4401864395","https://openalex.org/W4403012879","https://openalex.org/W4404449748","https://openalex.org/W4404641739","https://openalex.org/W4405580104","https://openalex.org/W4406062875","https://openalex.org/W4407281616","https://openalex.org/W4407943270","https://openalex.org/W4409456709","https://openalex.org/W4409902375"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-09T07:00:12.390032","created_date":"2026-03-08T00:00:00"}