{"id":"https://openalex.org/W2526266081","doi":"https://doi.org/10.15439/2016f244","title":"The new method of the selection of features for the k-NN classifier in the arteriovenous fistula state estimation","display_name":"The new method of the selection of features for the k-NN classifier in the arteriovenous fistula state estimation","publication_year":2016,"publication_date":"2016-10-02","ids":{"openalex":"https://openalex.org/W2526266081","doi":"https://doi.org/10.15439/2016f244","mag":"2526266081"},"language":"en","primary_location":{"id":"doi:10.15439/2016f244","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2016f244","pdf_url":"https://annals-csis.org/proceedings/2016/pliks/244.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2016/pliks/244.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074198592","display_name":"Marcin Grochowina","orcid":"https://orcid.org/0000-0001-6033-0210"},"institutions":[{"id":"https://openalex.org/I111664937","display_name":"Rzesz\u00f3w University of Technology","ror":"https://ror.org/056xse072","country_code":"PL","type":"education","lineage":["https://openalex.org/I111664937"]},{"id":"https://openalex.org/I98559091","display_name":"Rzesz\u00f3w University","ror":"https://ror.org/03pfsnq21","country_code":"PL","type":"education","lineage":["https://openalex.org/I98559091"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Marcin Grochowina","raw_affiliation_strings":["University of Rzeszw al. Rejtana 16, 35-310 Rzeszw, Poland","University of Rzesz\u00f3w al. Rejtana 16, 35-310 Rzesz\u00f3w, Poland"],"affiliations":[{"raw_affiliation_string":"University of Rzeszw al. Rejtana 16, 35-310 Rzeszw, Poland","institution_ids":["https://openalex.org/I98559091","https://openalex.org/I111664937"]},{"raw_affiliation_string":"University of Rzesz\u00f3w al. Rejtana 16, 35-310 Rzesz\u00f3w, Poland","institution_ids":["https://openalex.org/I98559091"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014975228","display_name":"Lucyna Leniowska","orcid":"https://orcid.org/0000-0002-7994-7867"},"institutions":[{"id":"https://openalex.org/I111664937","display_name":"Rzesz\u00f3w University of Technology","ror":"https://ror.org/056xse072","country_code":"PL","type":"education","lineage":["https://openalex.org/I111664937"]},{"id":"https://openalex.org/I98559091","display_name":"Rzesz\u00f3w University","ror":"https://ror.org/03pfsnq21","country_code":"PL","type":"education","lineage":["https://openalex.org/I98559091"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Lucyna Leniowska","raw_affiliation_strings":["University of Rzeszw al. Rejtana 16, 35-310 Rzeszw, Poland","University of Rzesz\u00f3w al. Rejtana 16, 35-310 Rzesz\u00f3w, Poland"],"affiliations":[{"raw_affiliation_string":"University of Rzeszw al. Rejtana 16, 35-310 Rzeszw, Poland","institution_ids":["https://openalex.org/I98559091","https://openalex.org/I111664937"]},{"raw_affiliation_string":"University of Rzesz\u00f3w al. Rejtana 16, 35-310 Rzesz\u00f3w, Poland","institution_ids":["https://openalex.org/I98559091"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074198592"],"corresponding_institution_ids":["https://openalex.org/I111664937","https://openalex.org/I98559091"],"apc_list":null,"apc_paid":null,"fwci":1.7962,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82826948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"281","last_page":"285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9466999769210815,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7173931002616882},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6501859426498413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5827064514160156},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5481491684913635},{"id":"https://openalex.org/keywords/arteriovenous-fistula","display_name":"Arteriovenous fistula","score":0.5194527506828308},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48943057656288147},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38623520731925964},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.22430145740509033},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14882048964500427}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7173931002616882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6501859426498413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5827064514160156},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5481491684913635},{"id":"https://openalex.org/C2779063477","wikidata":"https://www.wikidata.org/wiki/Q707837","display_name":"Arteriovenous fistula","level":2,"score":0.5194527506828308},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48943057656288147},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38623520731925964},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.22430145740509033},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14882048964500427}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2016f244","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2016f244","pdf_url":"https://annals-csis.org/proceedings/2016/pliks/244.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:bbf6eff4ae924debb797d11ee6f82934","is_oa":true,"landing_page_url":"https://doaj.org/article/bbf6eff4ae924debb797d11ee6f82934","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 8, Pp 281-285 (2016)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2016f244","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2016f244","pdf_url":"https://annals-csis.org/proceedings/2016/pliks/244.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2526266081.pdf","grobid_xml":"https://content.openalex.org/works/W2526266081.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W114693439","https://openalex.org/W213649430","https://openalex.org/W1529286983","https://openalex.org/W1585565515","https://openalex.org/W1826520195","https://openalex.org/W1944293031","https://openalex.org/W1967320885","https://openalex.org/W1976067203","https://openalex.org/W2067790698","https://openalex.org/W2088239537","https://openalex.org/W2115694019","https://openalex.org/W2130695501","https://openalex.org/W2591321030","https://openalex.org/W3120740533","https://openalex.org/W4256561644","https://openalex.org/W6679511209"],"related_works":["https://openalex.org/W4231918734","https://openalex.org/W4205762803","https://openalex.org/W4389346657","https://openalex.org/W2535856026","https://openalex.org/W2406455546","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2904762550"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"the":[3,36,41,56,67],"application":[4],"of":[5,9,22,35,66,69],"a":[6,30,49],"new":[7],"method":[8],"features":[10,23],"selection":[11],"was":[12,46],"presented.":[13],"Its":[14],"effects":[15],"were":[16,27],"compared":[17],"with":[18,51],"several":[19],"other":[20],"methods":[21],"selection.":[24],"The":[25,44],"study":[26],"performed":[28],"using":[29],"data":[31],"set":[32],"containing":[33],"samples":[34],"sound":[37],"signal":[38],"emitted":[39],"by":[40],"arteriovenous":[42],"fistula.":[43,71],"aim":[45],"to":[47],"create":[48],"solution":[50],"multiclass":[52],"classification":[53],"based":[54],"on":[55],"k-NN":[57],"classifier":[58],"family":[59],"allowing":[60],"for":[61],"effective":[62],"and":[63],"credible":[64],"assessment":[65],"state":[68],"arterial-venous":[70]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}