{"id":"https://openalex.org/W7131640757","doi":"https://doi.org/10.1007/s13042-025-02930-4","title":"Predicting microbe-disease association based on multi-kernel autoencoder and singular value decomposition","display_name":"Predicting microbe-disease association based on multi-kernel autoencoder and singular value decomposition","publication_year":2026,"publication_date":"2026-02-26","ids":{"openalex":"https://openalex.org/W7131640757","doi":"https://doi.org/10.1007/s13042-025-02930-4"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-025-02930-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02930-4","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5102677931","display_name":"Xiaoxin Du","orcid":"https://orcid.org/0009-0008-2797-6835"},"institutions":[{"id":"https://openalex.org/I111971639","display_name":"Qiqihar University","ror":"https://ror.org/01khf5d59","country_code":"CN","type":"education","lineage":["https://openalex.org/I111971639"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoxin Du","raw_affiliation_strings":["College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]},{"raw_affiliation_string":"Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062852037","display_name":"Lisen Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I111971639","display_name":"Qiqihar University","ror":"https://ror.org/01khf5d59","country_code":"CN","type":"education","lineage":["https://openalex.org/I111971639"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisen Yang","raw_affiliation_strings":["College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]},{"raw_affiliation_string":"Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126918419","display_name":"Bo Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I111971639","display_name":"Qiqihar University","ror":"https://ror.org/01khf5d59","country_code":"CN","type":"education","lineage":["https://openalex.org/I111971639"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wang","raw_affiliation_strings":["College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]},{"raw_affiliation_string":"Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108214068","display_name":"Mei Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I111971639","display_name":"Qiqihar University","ror":"https://ror.org/01khf5d59","country_code":"CN","type":"education","lineage":["https://openalex.org/I111971639"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mei Jin","raw_affiliation_strings":["College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]},{"raw_affiliation_string":"Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126950486","display_name":"Zhenfei Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I111971639","display_name":"Qiqihar University","ror":"https://ror.org/01khf5d59","country_code":"CN","type":"education","lineage":["https://openalex.org/I111971639"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenfei Wang","raw_affiliation_strings":["College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]},{"raw_affiliation_string":"Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126919177","display_name":"Jianfei Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I111971639","display_name":"Qiqihar University","ror":"https://ror.org/01khf5d59","country_code":"CN","type":"education","lineage":["https://openalex.org/I111971639"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfei Zhang","raw_affiliation_strings":["College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]},{"raw_affiliation_string":"Heilongjiang Key Laboratory of Big Data Network Security Detection and Analysis, Qiqihar University, Qiqihar, People\u2019s Republic of China","institution_ids":["https://openalex.org/I111971639"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102677931"],"corresponding_institution_ids":["https://openalex.org/I111971639"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.73570702,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10066","display_name":"Gut microbiota and health","score":0.2669000029563904,"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/T10066","display_name":"Gut microbiota and health","score":0.2669000029563904,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.19580000638961792,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.0357000008225441,"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/autoencoder","display_name":"Autoencoder","score":0.8855999708175659},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6133999824523926},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.5378000140190125},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4927000105381012},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4837000072002411},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.48339998722076416},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4819999933242798},{"id":"https://openalex.org/keywords/tuple","display_name":"Tuple","score":0.4616999924182892},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.43549999594688416}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8855999708175659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6319000124931335},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6133999824523926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6044999957084656},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.5378000140190125},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4927000105381012},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4837000072002411},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.48339998722076416},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4819999933242798},{"id":"https://openalex.org/C118930307","wikidata":"https://www.wikidata.org/wiki/Q600590","display_name":"Tuple","level":2,"score":0.4616999924182892},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4465000033378601},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43939998745918274},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.43549999594688416},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.43050000071525574},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.39469999074935913},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.3833000063896179},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3443000018596649},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.3346000015735626},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2924000024795532},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2842999994754791},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-025-02930-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02930-4","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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":60,"referenced_works":["https://openalex.org/W76924599","https://openalex.org/W935252537","https://openalex.org/W1977878983","https://openalex.org/W2056132907","https://openalex.org/W2068731812","https://openalex.org/W2090646040","https://openalex.org/W2106029302","https://openalex.org/W2141222510","https://openalex.org/W2174308778","https://openalex.org/W2191014442","https://openalex.org/W2295598076","https://openalex.org/W2322763599","https://openalex.org/W2592340788","https://openalex.org/W2806774580","https://openalex.org/W2807176368","https://openalex.org/W2894128290","https://openalex.org/W2901312953","https://openalex.org/W2902072741","https://openalex.org/W2911964244","https://openalex.org/W2960235084","https://openalex.org/W2981242070","https://openalex.org/W2988135813","https://openalex.org/W3005881731","https://openalex.org/W3028277078","https://openalex.org/W3045879648","https://openalex.org/W3048259272","https://openalex.org/W3082620742","https://openalex.org/W3094448726","https://openalex.org/W3097173659","https://openalex.org/W3171375650","https://openalex.org/W3187582009","https://openalex.org/W3197001103","https://openalex.org/W3215690151","https://openalex.org/W4200310000","https://openalex.org/W4220859562","https://openalex.org/W4229005146","https://openalex.org/W4232478844","https://openalex.org/W4239510810","https://openalex.org/W4255502791","https://openalex.org/W4281841978","https://openalex.org/W4283269373","https://openalex.org/W4285743464","https://openalex.org/W4306787188","https://openalex.org/W4308963509","https://openalex.org/W4311995275","https://openalex.org/W4313480822","https://openalex.org/W4316813078","https://openalex.org/W4317038613","https://openalex.org/W4367317875","https://openalex.org/W4381662252","https://openalex.org/W4383198266","https://openalex.org/W4386860244","https://openalex.org/W4389300342","https://openalex.org/W4389976844","https://openalex.org/W4394773567","https://openalex.org/W4402857655","https://openalex.org/W4403028081","https://openalex.org/W4403970827","https://openalex.org/W4408139974","https://openalex.org/W4410905541"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-27T06:22:10.598206","created_date":"2026-02-27T00:00:00"}
