{"id":"https://openalex.org/W2972699208","doi":"https://doi.org/10.1088/1742-6596/1260/10/102008","title":"Selection of features based on relationships","display_name":"Selection of features based on relationships","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2972699208","doi":"https://doi.org/10.1088/1742-6596/1260/10/102008","mag":"2972699208"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/1260/10/102008","doi":"https://doi.org/10.1088/1742-6596/1260/10/102008","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1260/10/102008","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1260/10/102008/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1260/10/102008/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068847458","display_name":"Narzillo Mamatov","orcid":"https://orcid.org/0000-0003-4263-0783","observed_orcids":["https://orcid.org/0000-0003-4263-0783"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N Mamatov","raw_affiliation_strings":["University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056036720","display_name":"Abdurashid Samijonov","orcid":"https://orcid.org/0000-0002-8514-2993","observed_orcids":["https://orcid.org/0000-0002-8514-2993"]},"institutions":[{"id":"https://openalex.org/I177537411","display_name":"Bauman Moscow State Technical University","ror":"https://ror.org/00pb8h375","country_code":"RU","type":"education","lineage":["https://openalex.org/I177537411"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A Samijonov","raw_affiliation_strings":["Bauman Moscow State Technical University, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bauman Moscow State Technical University, Moscow, Russia","institution_ids":["https://openalex.org/I177537411"]}]},{"author_position":"last","author":{"id":null,"display_name":"Z Yuldashev","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Z Yuldashev","raw_affiliation_strings":["University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6442,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.77084585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"1260","issue":"10","first_page":"102008","last_page":"102008"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.38040000200271606,"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":0.38040000200271606,"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/T13141","display_name":"Statistical Methods and Applications","score":0.28519999980926514,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0966000035405159,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/feature-selection","display_name":"feature selection","score":0.9990000128746033},{"id":"https://openalex.org/keywords/feature-relationships","display_name":"feature relationships","score":0.7490000128746033},{"id":"https://openalex.org/keywords/class-separability","display_name":"class separability","score":0.859000027179718},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"pattern recognition","score":0.7689999938011169},{"id":"https://openalex.org/keywords/classification","display_name":"classification","score":0.8069999814033508}],"concepts":[{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.8114035725593567},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.676522433757782},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6275859475135803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6145062446594238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5909032225608826},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5811294317245483},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3911772072315216},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3271332085132599},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09227162599563599},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/1260/10/102008","doi":"https://doi.org/10.1088/1742-6596/1260/10/102008","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1260/10/102008","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1260/10/102008/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/1260/10/102008","doi":"https://doi.org/10.1088/1742-6596/1260/10/102008","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1260/10/102008","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1260/10/102008/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2972699208.pdf","grobid_xml":"https://content.openalex.org/works/W2972699208.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2989349123","https://openalex.org/W2891803823","https://openalex.org/W3000448286","https://openalex.org/W4247505962","https://openalex.org/W2030354101","https://openalex.org/W2074900234","https://openalex.org/W2035566946","https://openalex.org/W2143789272","https://openalex.org/W2088891725","https://openalex.org/W1518574222"],"abstract_inverted_index":{"Abstract":[0],"At":[1,65],"present":[2],"the":[3,14,23,33,44,67,76],"most":[4],"popular":[5],"criteria":[6,11],"are":[7,39,50,62],"of":[8,16,57,69,78],"informative":[9,71],"heuristic":[10,47,82],"associated":[12],"with":[13,29],"estimation":[15],"separability":[17],"given":[18],"classes":[19,34],"and":[20],"based":[21,80],"on":[22,81],"fundamental":[24],"pattern":[25],"recognition":[26],"compactness":[27],"hypothesis:":[28],"increasing":[30],"distance":[31],"between":[32],"improved":[35],"their":[36],"separability.":[37],"\u201cGood\u201d":[38],"those":[40],"features":[41,79],"that":[42],"maximize":[43],"relationship.":[45],"Such":[46],"criteria,":[48,83],"although":[49],"widely":[51],"used":[52],"in":[53,60],"solving":[54],"practical":[55],"problems":[56],"classification,":[58],"but":[59],"theory":[61],"scarcely":[63],"explored.":[64],"present,":[66],"method":[68],"selecting":[70],"features,":[72],"taking":[73],"into":[74],"account":[75],"relationships":[77],"has":[84],"not":[85],"been":[86],"developed.":[87],"The":[88],"report":[89],"considers":[90],"this":[91],"task.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2019-09-19T00:00:00"}
