{"id":"https://openalex.org/W2092741204","doi":"https://doi.org/10.1142/s0129065792000516","title":"MACHINE APPROACHES TO PROTEIN FEATURE PREDICTION","display_name":"MACHINE APPROACHES TO PROTEIN FEATURE PREDICTION","publication_year":1992,"publication_date":"1992-01-01","ids":{"openalex":"https://openalex.org/W2092741204","doi":"https://doi.org/10.1142/s0129065792000516","mag":"2092741204"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065792000516","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065792000516","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","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/A5054388255","display_name":"David Tcheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David K. Tcheng","raw_affiliation_strings":["Department of Physiology &amp; Biophysics, Department of Computer Science, National Center for Supercomputing Applications, and Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana, IL 61801, USA"],"affiliations":[{"raw_affiliation_string":"Department of Physiology &amp; Biophysics, Department of Computer Science, National Center for Supercomputing Applications, and Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana, IL 61801, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063396453","display_name":"Shankar Subramaniam","orcid":"https://orcid.org/0000-0002-8059-4659"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shankar Subramaniam","raw_affiliation_strings":["Department of Physiology &amp; Biophysics, Department of Computer Science, National Center for Supercomputing Applications, and Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana, IL 61801, USA"],"affiliations":[{"raw_affiliation_string":"Department of Physiology &amp; Biophysics, Department of Computer Science, National Center for Supercomputing Applications, and Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana, IL 61801, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054388255"],"corresponding_institution_ids":["https://openalex.org/I157725225","https://openalex.org/I4210135837"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.17314803,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"03","issue":"supp01","first_page":"183","last_page":"193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11016","display_name":"Monoclonal and Polyclonal Antibodies Research","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11016","display_name":"Monoclonal and Polyclonal Antibodies Research","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10602","display_name":"Glycosylation and Glycoproteins Research","score":0.9962000250816345,"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/T12576","display_name":"vaccines and immunoinformatics approaches","score":0.9750999808311462,"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/computer-science","display_name":"Computer science","score":0.7078257203102112},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6397114396095276},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5845910310745239},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5380285382270813},{"id":"https://openalex.org/keywords/protein-structure-prediction","display_name":"Protein structure prediction","score":0.5240014791488647},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4639660120010376},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4521043002605438},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.43242523074150085},{"id":"https://openalex.org/keywords/protein-structure","display_name":"Protein structure","score":0.3926736116409302},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09893757104873657}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7078257203102112},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6397114396095276},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5845910310745239},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5380285382270813},{"id":"https://openalex.org/C18051474","wikidata":"https://www.wikidata.org/wiki/Q899656","display_name":"Protein structure prediction","level":3,"score":0.5240014791488647},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4639660120010376},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4521043002605438},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.43242523074150085},{"id":"https://openalex.org/C47701112","wikidata":"https://www.wikidata.org/wiki/Q735188","display_name":"Protein structure","level":2,"score":0.3926736116409302},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09893757104873657},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0129065792000516","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065792000516","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2946599741","https://openalex.org/W2593264178","https://openalex.org/W2043066834","https://openalex.org/W3171039768","https://openalex.org/W2136856901","https://openalex.org/W2368468053","https://openalex.org/W2058542300","https://openalex.org/W1564749278","https://openalex.org/W2294851134","https://openalex.org/W3215498386"],"abstract_inverted_index":{"Knowledge-based":[0],"approaches":[1],"are":[2],"being":[3],"increasingly":[4],"used":[5],"in":[6,36,40],"predicting":[7,37],"protein":[8],"structure":[9],"and":[10,19,51],"motifs.":[11],"Machine":[12],"learning":[13,35],"techniques":[14],"such":[15],"as":[16],"neural":[17],"networks":[18],"decision-trees":[20],"have":[21],"become":[22],"invaluable":[23],"tools":[24],"for":[25,60],"these":[26],"approaches.":[27],"This":[28],"paper":[29],"describes":[30],"the":[31,44,52],"use":[32],"of":[33,47,54,63,67],"machine":[34],"sequence-based":[38],"motifs":[39],"antibody":[41,68],"fragments.":[42,69],"Given":[43],"limited":[45],"number":[46],"three":[48,64],"dimensional":[49,65],"structures":[50,66],"plethora":[53],"sequences,":[55],"this":[56],"technique":[57],"is":[58],"useful":[59],"homology":[61],"modeling":[62]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
