{"id":"https://openalex.org/W2131587055","doi":"https://doi.org/10.1109/tim.2008.2006726","title":"Application of Support Vector Machine and Genetic Algorithm for Improved Blood Cell Recognition","display_name":"Application of Support Vector Machine and Genetic Algorithm for Improved Blood Cell Recognition","publication_year":2008,"publication_date":"2008-11-12","ids":{"openalex":"https://openalex.org/W2131587055","doi":"https://doi.org/10.1109/tim.2008.2006726","mag":"2131587055"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2008.2006726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2008.2006726","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","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/A5009405646","display_name":"S. Osowski","orcid":"https://orcid.org/0000-0003-3194-4656"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]},{"id":"https://openalex.org/I2800249161","display_name":"Military University of Technology in Warsaw","ror":"https://ror.org/05fct5h31","country_code":"PL","type":"education","lineage":["https://openalex.org/I2800249161"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"S. Osowski","raw_affiliation_strings":["Institute of the Theory of Electrical Engineering, Measurement and Information Systems, Warsaw University of Technology, Warsaw, Poland","Military University of Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of the Theory of Electrical Engineering, Measurement and Information Systems, Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]},{"raw_affiliation_string":"Military University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I2800249161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108096584","display_name":"Robert Siroic","orcid":null},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"R. Siroic","raw_affiliation_strings":["Warsaw University of Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062762062","display_name":"Tomasz Markiewicz","orcid":"https://orcid.org/0000-0001-6652-1915"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]},{"id":"https://openalex.org/I4210124436","display_name":"Military Communication Institute","ror":"https://ror.org/02vwh7h84","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210124436"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"T. Markiewicz","raw_affiliation_strings":["Military Institute of the Health Services, Warsaw, Poland","Warsaw University of Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Military Institute of the Health Services, Warsaw, Poland","institution_ids":["https://openalex.org/I4210124436"]},{"raw_affiliation_string":"Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002519164","display_name":"Krzysztof Siwek","orcid":"https://orcid.org/0000-0003-2642-2319"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"K. Siwek","raw_affiliation_strings":["Warsaw University of Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":3.5136,"has_fulltext":false,"cited_by_count":107,"citation_normalized_percentile":{"value":0.92674611,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"58","issue":"7","first_page":"2159","last_page":"2168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9995999932289124,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9995999932289124,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9703999757766724,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9488999843597412,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8847458362579346},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6631936430931091},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6052005887031555},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6039904356002808},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5890539884567261},{"id":"https://openalex.org/keywords/bone-marrow-aspirate","display_name":"Bone marrow aspirate","score":0.5542605519294739},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5387523770332336},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5361948013305664},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4454871416091919},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40856778621673584},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4084765315055847},{"id":"https://openalex.org/keywords/bone-marrow","display_name":"Bone marrow","score":0.275734007358551},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19655480980873108},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07930541038513184}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8847458362579346},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6631936430931091},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6052005887031555},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6039904356002808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5890539884567261},{"id":"https://openalex.org/C2908745798","wikidata":"https://www.wikidata.org/wiki/Q1777322","display_name":"Bone marrow aspirate","level":3,"score":0.5542605519294739},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5387523770332336},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5361948013305664},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4454871416091919},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40856778621673584},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4084765315055847},{"id":"https://openalex.org/C2780007613","wikidata":"https://www.wikidata.org/wiki/Q546523","display_name":"Bone marrow","level":2,"score":0.275734007358551},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19655480980873108},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07930541038513184},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0},{"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:10.1109/tim.2008.2006726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2008.2006726","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1561442812","https://openalex.org/W1568404366","https://openalex.org/W1604938182","https://openalex.org/W1639032689","https://openalex.org/W2071396781","https://openalex.org/W2076426515","https://openalex.org/W2081190862","https://openalex.org/W2084134149","https://openalex.org/W2112506850","https://openalex.org/W2115710989","https://openalex.org/W2142183404","https://openalex.org/W2143426320","https://openalex.org/W2146625000","https://openalex.org/W2148603752","https://openalex.org/W2152150600","https://openalex.org/W2172000360","https://openalex.org/W2304117705","https://openalex.org/W2505399031","https://openalex.org/W2506478733","https://openalex.org/W2798121865","https://openalex.org/W2904250082","https://openalex.org/W2911956715","https://openalex.org/W3017143921","https://openalex.org/W3023540311","https://openalex.org/W3023786531","https://openalex.org/W4247710323","https://openalex.org/W4254721730","https://openalex.org/W4301173492"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W1980100242","https://openalex.org/W2530420969","https://openalex.org/W2113981829","https://openalex.org/W2112959154"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,17,24,27,35,38,41,45,48,63,76,79,86,89,98,101],"application":[4,77],"of":[5,19,26,34,40,53,65,78,88,97,100],"a":[6,11,82,94],"genetic":[7],"algorithm":[8],"(GA)":[9],"and":[10,51,62,71],"support":[12],"vector":[13],"machine":[14],"(SVM)":[15],"to":[16,93],"recognition":[18,50,57],"blood":[20],"cells":[21],"based":[22],"on":[23],"image":[25],"bone":[28],"marrow":[29],"aspirate.":[30],"The":[31,55],"main":[32],"task":[33],"GA":[36,80],"is":[37,81],"selection":[39,87],"features":[42],"used":[43],"by":[44],"SVM":[46],"in":[47],"final":[49],"classification":[52],"cells.":[54],"automatic":[56],"system":[58],"has":[59],"been":[60],"developed,":[61],"results":[64],"its":[66],"numerical":[67],"verification":[68],"are":[69],"presented":[70],"discussed.":[72],"They":[73],"show":[74],"that":[75],"powerful":[83],"tool":[84],"for":[85],"diagnostic":[90],"features,":[91],"leading":[92],"significant":[95],"improvement":[96],"accuracy":[99],"whole":[102],"system.":[103]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":11}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
