{"id":"https://openalex.org/W2096150094","doi":"https://doi.org/10.1093/bioinformatics/btr640","title":"Which species is it? Species-driven gene name disambiguation using random walks over a mixture of adjacency matrices","display_name":"Which species is it? Species-driven gene name disambiguation using random walks over a mixture of adjacency matrices","publication_year":2011,"publication_date":"2011-11-30","ids":{"openalex":"https://openalex.org/W2096150094","doi":"https://doi.org/10.1093/bioinformatics/btr640","mag":"2096150094","pmid":"https://pubmed.ncbi.nlm.nih.gov/22135416"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btr640","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btr640","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/28/2/254/502458/btr640.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/28/2/254/502458/btr640.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000188006","display_name":"Nathan Harmston","orcid":"https://orcid.org/0000-0002-8589-2938"},"institutions":[{"id":"https://openalex.org/I147554453","display_name":"University of Bedfordshire","ror":"https://ror.org/0400avk24","country_code":"GB","type":"education","lineage":["https://openalex.org/I147554453"]},{"id":"https://openalex.org/I1342131907","display_name":"Unilever (United Kingdom)","ror":"https://ror.org/05n8ah907","country_code":"GB","type":"company","lineage":["https://openalex.org/I1342131907"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Nathan Harmston","raw_affiliation_strings":["1 Centre for Bioinformatics, Division of Molecular Biosciences, Imperial College London, London SW7 2AZ and 2Unilever R&D, Colworth Science Park, Sharnbrook, Bedfordshire MK44 1LQ, UK"],"affiliations":[{"raw_affiliation_string":"1 Centre for Bioinformatics, Division of Molecular Biosciences, Imperial College London, London SW7 2AZ and 2Unilever R&D, Colworth Science Park, Sharnbrook, Bedfordshire MK44 1LQ, UK","institution_ids":["https://openalex.org/I147554453","https://openalex.org/I1342131907","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052080177","display_name":"Wendy Filsell","orcid":null},"institutions":[{"id":"https://openalex.org/I147554453","display_name":"University of Bedfordshire","ror":"https://ror.org/0400avk24","country_code":"GB","type":"education","lineage":["https://openalex.org/I147554453"]},{"id":"https://openalex.org/I1342131907","display_name":"Unilever (United Kingdom)","ror":"https://ror.org/05n8ah907","country_code":"GB","type":"company","lineage":["https://openalex.org/I1342131907"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wendy Filsell","raw_affiliation_strings":["1 Centre for Bioinformatics, Division of Molecular Biosciences, Imperial College London, London SW7 2AZ and 2Unilever R&D, Colworth Science Park, Sharnbrook, Bedfordshire MK44 1LQ, UK"],"affiliations":[{"raw_affiliation_string":"1 Centre for Bioinformatics, Division of Molecular Biosciences, Imperial College London, London SW7 2AZ and 2Unilever R&D, Colworth Science Park, Sharnbrook, Bedfordshire MK44 1LQ, UK","institution_ids":["https://openalex.org/I147554453","https://openalex.org/I1342131907","https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042789303","display_name":"Michael P. H. Stumpf","orcid":"https://orcid.org/0000-0002-3577-1222"},"institutions":[{"id":"https://openalex.org/I1342131907","display_name":"Unilever (United Kingdom)","ror":"https://ror.org/05n8ah907","country_code":"GB","type":"company","lineage":["https://openalex.org/I1342131907"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I147554453","display_name":"University of Bedfordshire","ror":"https://ror.org/0400avk24","country_code":"GB","type":"education","lineage":["https://openalex.org/I147554453"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michael P. H. Stumpf","raw_affiliation_strings":["1 Centre for Bioinformatics, Division of Molecular Biosciences, Imperial College London, London SW7 2AZ and 2Unilever R&D, Colworth Science Park, Sharnbrook, Bedfordshire MK44 1LQ, UK"],"affiliations":[{"raw_affiliation_string":"1 Centre for Bioinformatics, Division of Molecular Biosciences, Imperial College London, London SW7 2AZ and 2Unilever R&D, Colworth Science Park, Sharnbrook, Bedfordshire MK44 1LQ, UK","institution_ids":["https://openalex.org/I147554453","https://openalex.org/I1342131907","https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000188006"],"corresponding_institution_ids":["https://openalex.org/I1342131907","https://openalex.org/I147554453","https://openalex.org/I47508984"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":0.2606,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.58304984,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"28","issue":"2","first_page":"254","last_page":"260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9997000098228455,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9997000098228455,"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":0.989300012588501,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.988099992275238,"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/adjacency-list","display_name":"Adjacency list","score":0.8583321571350098},{"id":"https://openalex.org/keywords/random-walk","display_name":"Random walk","score":0.6804086565971375},{"id":"https://openalex.org/keywords/adjacency-matrix","display_name":"Adjacency matrix","score":0.6770498156547546},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5496240854263306},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.42526137828826904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3786109983921051},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3607718348503113},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3307236135005951},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3237581253051758},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21613171696662903},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21486946940422058},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14656373858451843},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.08225280046463013}],"concepts":[{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.8583321571350098},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.6804086565971375},{"id":"https://openalex.org/C180356752","wikidata":"https://www.wikidata.org/wiki/Q727035","display_name":"Adjacency matrix","level":3,"score":0.6770498156547546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5496240854263306},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.42526137828826904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3786109983921051},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3607718348503113},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3307236135005951},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3237581253051758},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21613171696662903},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21486946940422058},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14656373858451843},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.08225280046463013}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005796","descriptor_name":"Genes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005796","descriptor_name":"Genes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005796","descriptor_name":"Genes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005796","descriptor_name":"Genes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009626","descriptor_name":"Terminology as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009626","descriptor_name":"Terminology as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009626","descriptor_name":"Terminology as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009626","descriptor_name":"Terminology as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013045","descriptor_name":"Species Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013045","descriptor_name":"Species Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013045","descriptor_name":"Species Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013045","descriptor_name":"Species Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016239","descriptor_name":"MEDLINE","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016239","descriptor_name":"MEDLINE","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016239","descriptor_name":"MEDLINE","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016239","descriptor_name":"MEDLINE","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btr640","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btr640","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/28/2/254/502458/btr640.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:22135416","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22135416","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:https://orca.cardiff.ac.uk:161877","is_oa":false,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/161877/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btr640","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btr640","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/28/2/254/502458/btr640.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G6644416810","display_name":null,"funder_award_id":"BB/F005210/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"},{"id":"https://openalex.org/G7268656538","display_name":null,"funder_award_id":"BB/F005210/2","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334629","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2096150094.pdf","grobid_xml":"https://content.openalex.org/works/W2096150094.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W192665053","https://openalex.org/W1511926043","https://openalex.org/W1578955001","https://openalex.org/W1991154713","https://openalex.org/W2014358138","https://openalex.org/W2022888213","https://openalex.org/W2023839984","https://openalex.org/W2054518234","https://openalex.org/W2061860783","https://openalex.org/W2064030835","https://openalex.org/W2084015864","https://openalex.org/W2097678794","https://openalex.org/W2098740402","https://openalex.org/W2100627415","https://openalex.org/W2100751507","https://openalex.org/W2101265630","https://openalex.org/W2103397879","https://openalex.org/W2109487646","https://openalex.org/W2124714582","https://openalex.org/W2125552472","https://openalex.org/W2126469373","https://openalex.org/W2131520733","https://openalex.org/W2142240642","https://openalex.org/W2144896636","https://openalex.org/W2146340163","https://openalex.org/W2157870551","https://openalex.org/W2169918010","https://openalex.org/W2799004609","https://openalex.org/W3122465213","https://openalex.org/W6648116614","https://openalex.org/W6663627719"],"related_works":["https://openalex.org/W4213150077","https://openalex.org/W2369410163","https://openalex.org/W2982430984","https://openalex.org/W2078477160","https://openalex.org/W2059018062","https://openalex.org/W2604585036","https://openalex.org/W1991172810","https://openalex.org/W125803343","https://openalex.org/W1989103179","https://openalex.org/W2117632582"],"abstract_inverted_index":{"Our":[0,42],"method":[1,35,43],"performs":[2],"well":[3],"in":[4,55,71],"terms":[5],"of":[6,14,18,27,58,68,90],"both":[7],"micro-":[8],"and":[9,16,39,62],"macro-averaged":[10],"performance,":[11],"achieving":[12,36],"micro-F(1)":[13,38],"0.76":[15],"macro-F(1)":[17],"0.36":[19],"on":[20],"the":[21,28,66,72,80],"publicly":[22],"available":[23],"DECA":[24,29],"corpus.":[25],"Re-curation":[26],"corpus":[30],"was":[31],"performed,":[32],"with":[33],"our":[34],"0.88":[37],"0.51":[40],"macro-F(1).":[41],"improves":[44],"over":[45],"standard":[46],"classification":[47],"techniques":[48],"[such":[49],"as":[50],"support":[51],"vector":[52],"machines":[53],"(SVMs)]":[54],"a":[56],"number":[57],"ways:":[59],"flexibility,":[60],"interpretability":[61],"its":[63],"resistance":[64],"to":[65],"effects":[67],"class":[69],"bias":[70],"training":[73],"data.":[74],"Good":[75],"performance":[76],"is":[77],"achieved":[78],"without":[79],"need":[81],"for":[82],"computationally":[83],"expensive":[84],"parse":[85],"tree":[86],"generation":[87],"or":[88],"'bag":[89],"words":[91],"classification'.":[92]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}