{"id":"https://openalex.org/W4205450254","doi":"https://doi.org/10.1145/3501409.3501566","title":"A Machine Learning Method for Protein quaternary structure Prediction","display_name":"A Machine Learning Method for Protein quaternary structure Prediction","publication_year":2021,"publication_date":"2021-10-22","ids":{"openalex":"https://openalex.org/W4205450254","doi":"https://doi.org/10.1145/3501409.3501566"},"language":"en","primary_location":{"id":"doi:10.1145/3501409.3501566","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3501409.3501566","pdf_url":null,"source":{"id":"https://openalex.org/S4363608789","display_name":"Proceedings of the 2021 5th International Conference on Electronic Information Technology and Computer Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 5th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-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/A5100748162","display_name":"Tong Wang","orcid":"https://orcid.org/0000-0003-4961-5092"},"institutions":[{"id":"https://openalex.org/I135905480","display_name":"Shanghai Polytechnic University","ror":"https://ror.org/02as5yg64","country_code":"CN","type":"education","lineage":["https://openalex.org/I135905480"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tong Wang","raw_affiliation_strings":["Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China","institution_ids":["https://openalex.org/I135905480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101864135","display_name":"Wenan Tan","orcid":"https://orcid.org/0000-0002-5651-0849"},"institutions":[{"id":"https://openalex.org/I135905480","display_name":"Shanghai Polytechnic University","ror":"https://ror.org/02as5yg64","country_code":"CN","type":"education","lineage":["https://openalex.org/I135905480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenan Tan","raw_affiliation_strings":["Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China","institution_ids":["https://openalex.org/I135905480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071387558","display_name":"Jianxin Xue","orcid":"https://orcid.org/0000-0001-9851-6870"},"institutions":[{"id":"https://openalex.org/I135905480","display_name":"Shanghai Polytechnic University","ror":"https://ror.org/02as5yg64","country_code":"CN","type":"education","lineage":["https://openalex.org/I135905480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxin Xue","raw_affiliation_strings":["Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China","institution_ids":["https://openalex.org/I135905480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070420759","display_name":"Sen Niu","orcid":"https://orcid.org/0000-0002-6259-5463"},"institutions":[{"id":"https://openalex.org/I135905480","display_name":"Shanghai Polytechnic University","ror":"https://ror.org/02as5yg64","country_code":"CN","type":"education","lineage":["https://openalex.org/I135905480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sen Niu","raw_affiliation_strings":["Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China","institution_ids":["https://openalex.org/I135905480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043977606","display_name":"Yi Du","orcid":"https://orcid.org/0000-0002-0079-2541"},"institutions":[{"id":"https://openalex.org/I135905480","display_name":"Shanghai Polytechnic University","ror":"https://ror.org/02as5yg64","country_code":"CN","type":"education","lineage":["https://openalex.org/I135905480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Du","raw_affiliation_strings":["Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China","institution_ids":["https://openalex.org/I135905480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079862042","display_name":"Xiaoxia Cao","orcid":"https://orcid.org/0000-0003-4691-0344"},"institutions":[{"id":"https://openalex.org/I135905480","display_name":"Shanghai Polytechnic University","ror":"https://ror.org/02as5yg64","country_code":"CN","type":"education","lineage":["https://openalex.org/I135905480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxia Cao","raw_affiliation_strings":["Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computer and Information, Shanghai Polytechnic University, Shanghai, China","institution_ids":["https://openalex.org/I135905480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100748162"],"corresponding_institution_ids":["https://openalex.org/I135905480"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30018587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"872","last_page":"876"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9998000264167786,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9998000264167786,"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/T10044","display_name":"Protein Structure and Dynamics","score":0.9944000244140625,"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9832000136375427,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/jackknife-resampling","display_name":"Jackknife resampling","score":0.704691469669342},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6232559680938721},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6156652569770813},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5866807699203491},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5845403075218201},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.5707463026046753},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5441632270812988},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5345368385314941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5253854393959045},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.517695426940918},{"id":"https://openalex.org/keywords/protein-quaternary-structure","display_name":"Protein quaternary structure","score":0.48728740215301514},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.47959104180336},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3156154751777649},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07769051194190979},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.06992316246032715},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06355959177017212}],"concepts":[{"id":"https://openalex.org/C81790035","wikidata":"https://www.wikidata.org/wiki/Q847158","display_name":"Jackknife resampling","level":3,"score":0.704691469669342},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6232559680938721},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6156652569770813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5866807699203491},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5845403075218201},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.5707463026046753},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5441632270812988},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5345368385314941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5253854393959045},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.517695426940918},{"id":"https://openalex.org/C7927669","wikidata":"https://www.wikidata.org/wiki/Q898529","display_name":"Protein quaternary structure","level":4,"score":0.48728740215301514},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.47959104180336},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3156154751777649},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07769051194190979},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.06992316246032715},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06355959177017212},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C104292427","wikidata":"https://www.wikidata.org/wiki/Q899781","display_name":"Protein subunit","level":3,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3501409.3501566","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3501409.3501566","pdf_url":null,"source":{"id":"https://openalex.org/S4363608789","display_name":"Proceedings of the 2021 5th International Conference on Electronic Information Technology and Computer Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 5th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1512834934","https://openalex.org/W1544957847","https://openalex.org/W1994443280","https://openalex.org/W2001141328","https://openalex.org/W2053186076","https://openalex.org/W2053423550","https://openalex.org/W2093402979","https://openalex.org/W2145957695","https://openalex.org/W3123885160","https://openalex.org/W3132816753","https://openalex.org/W3162614523","https://openalex.org/W3171039768","https://openalex.org/W4254562221","https://openalex.org/W6682193038","https://openalex.org/W6834473044"],"related_works":["https://openalex.org/W2546942002","https://openalex.org/W2382607599","https://openalex.org/W2060018656","https://openalex.org/W3197541072","https://openalex.org/W2147802381","https://openalex.org/W2052253960","https://openalex.org/W2509918103","https://openalex.org/W2771002064","https://openalex.org/W2785535669","https://openalex.org/W2248478696"],"abstract_inverted_index":{"The":[0,25,85,93],"composition":[1],"of":[2,29,59,88],"proteins":[3],"nearly":[4],"correlated":[5],"with":[6,75,82],"its":[7],"function.":[8],"Therefore,":[9],"it":[10],"is":[11,91,102],"very":[12],"important":[13],"to":[14,35,44,80],"discuss":[15],"a":[16],"method":[17,28,43,87],"that":[18,96],"can":[19],"automatically":[20],"forecast":[21],"protein":[22,38,46,105],"quaternary":[23,106],"structure.":[24],"fusion":[26],"encoding":[27,42],"PseAA":[30],"and":[31],"DC":[32],"was":[33],"adopted":[34],"describe":[36],"the":[37,57,61,70,97],"features.":[39],"Using":[40],"this":[41],"express":[45],"sequences":[47],"will":[48],"produce":[49],"higher":[50],"dimensional":[51],"feature":[52,67,72],"vectors.":[53],"This":[54],"paper":[55],"uses":[56],"algorithm":[58],"predigesting":[60],"characteristic":[62],"dimension.":[63],"By":[64],"extracting":[65],"significant":[66],"vectors":[68],"from":[69],"primitive":[71],"vectors,":[73],"eigenvectors":[74,81],"high":[76],"dimensions":[77],"are":[78],"changed":[79],"low":[83],"dimensions.":[84],"experimental":[86],"jackknife":[89],"test":[90],"adopted.":[92],"consequences":[94],"indicate":[95],"arithmetic":[98],"put":[99],"forwarded":[100],"here":[101],"appropriate":[103],"for":[104],"structure":[107],"forecast.":[108]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}