{"id":"https://openalex.org/W2111749799","doi":"https://doi.org/10.1093/bioinformatics/btn145","title":"Classification and feature selection algorithms for multi-class CGH data","display_name":"Classification and feature selection algorithms for multi-class CGH data","publication_year":2008,"publication_date":"2008-06-27","ids":{"openalex":"https://openalex.org/W2111749799","doi":"https://doi.org/10.1093/bioinformatics/btn145","mag":"2111749799","pmid":"https://pubmed.ncbi.nlm.nih.gov/18586749"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btn145","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btn145","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/24/13/i86/49052375/bioinformatics_24_13_i86.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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","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":"hybrid","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/24/13/i86/49052375/bioinformatics_24_13_i86.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100361866","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-5002-6183"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jun Liu","raw_affiliation_strings":["Computer and Information Science and Engineering, University of Florida, Gainesville, FL 32611, USA","Computer and Information Science and Engineering, University of Florida, Gainesville, FL, 32611, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Information Science and Engineering, University of Florida, Gainesville, FL 32611, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Computer and Information Science and Engineering, University of Florida, Gainesville, FL, 32611, USA,","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077570468","display_name":"Sanjay Ranka","orcid":"https://orcid.org/0000-0003-4886-1988"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanjay Ranka","raw_affiliation_strings":["Computer and Information Science and Engineering, University of Florida, Gainesville, FL 32611, USA","Computer and Information Science and Engineering, University of Florida, Gainesville, FL, 32611, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Information Science and Engineering, University of Florida, Gainesville, FL 32611, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Computer and Information Science and Engineering, University of Florida, Gainesville, FL, 32611, USA,","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091769289","display_name":"Tamer Kahveci","orcid":"https://orcid.org/0000-0002-4403-8612"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tamer Kahveci","raw_affiliation_strings":["Computer and Information Science and Engineering, University of Florida, Gainesville, FL 32611, USA","Computer and Information Science and Engineering, University of Florida, Gainesville, FL, 32611, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Information Science and Engineering, University of Florida, Gainesville, FL 32611, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Computer and Information Science and Engineering, University of Florida, Gainesville, FL, 32611, USA,","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100361866"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":2.1055,"has_fulltext":true,"cited_by_count":84,"citation_normalized_percentile":{"value":0.86932712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"24","issue":"13","first_page":"i86","last_page":"i95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.6455000042915344,"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/T10885","display_name":"Gene expression and cancer classification","score":0.6455000042915344,"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/T11213","display_name":"Genomic variations and chromosomal abnormalities","score":0.20360000431537628,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T11369","display_name":"Genetic factors in colorectal cancer","score":0.014499999582767487,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7296264171600342},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6686909794807434},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6613737344741821},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6577857732772827},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6029808521270752},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5928542017936707},{"id":"https://openalex.org/keywords/comparative-genomic-hybridization","display_name":"Comparative genomic hybridization","score":0.5207595825195312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4918842315673828},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4866257607936859},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4495863914489746},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.4189907908439636},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4037158489227295},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3763562738895416},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16802316904067993},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10758471488952637},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.09653070569038391}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7296264171600342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6686909794807434},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6613737344741821},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6577857732772827},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6029808521270752},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5928542017936707},{"id":"https://openalex.org/C124942203","wikidata":"https://www.wikidata.org/wiki/Q656638","display_name":"Comparative genomic hybridization","level":4,"score":0.5207595825195312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4918842315673828},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4866257607936859},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4495863914489746},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.4189907908439636},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4037158489227295},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3763562738895416},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16802316904067993},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10758471488952637},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.09653070569038391},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002874","descriptor_name":"Chromosome Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002874","descriptor_name":"Chromosome Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002874","descriptor_name":"Chromosome Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002874","descriptor_name":"Chromosome Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018628","descriptor_name":"Gene Dosage","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D018628","descriptor_name":"Gene Dosage","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D018628","descriptor_name":"Gene Dosage","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D018628","descriptor_name":"Gene Dosage","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1093/bioinformatics/btn145","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btn145","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/24/13/i86/49052375/bioinformatics_24_13_i86.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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:18586749","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/18586749","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:CiteSeerX.psu:10.1.1.146.123","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.146.123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cise.ufl.edu/~tamer/papers/ismb2008.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.153.6267","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.153.6267","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dollar.biz.uiowa.edu/~street/liu08classification.pdf","raw_type":"text"},{"id":"pmh:oai:pubmedcentral.nih.gov:2718623","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2718623","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btn145","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btn145","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/24/13/i86/49052375/bioinformatics_24_13_i86.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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2111749799.pdf","grobid_xml":"https://content.openalex.org/works/W2111749799.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1565377632","https://openalex.org/W1574862351","https://openalex.org/W1799475883","https://openalex.org/W1938740620","https://openalex.org/W1967217180","https://openalex.org/W1968046362","https://openalex.org/W1974107857","https://openalex.org/W1975940081","https://openalex.org/W1983781571","https://openalex.org/W2010397777","https://openalex.org/W2033903399","https://openalex.org/W2042536531","https://openalex.org/W2063621078","https://openalex.org/W2064901349","https://openalex.org/W2077162895","https://openalex.org/W2079680569","https://openalex.org/W2097839764","https://openalex.org/W2103291381","https://openalex.org/W2109363337","https://openalex.org/W2116079122","https://openalex.org/W2116948717","https://openalex.org/W2118142823","https://openalex.org/W2127193805","https://openalex.org/W2128036349","https://openalex.org/W2129151899","https://openalex.org/W2131987814","https://openalex.org/W2135488124","https://openalex.org/W2137476312","https://openalex.org/W2138582512","https://openalex.org/W2143263914","https://openalex.org/W2143426320","https://openalex.org/W2147898188","https://openalex.org/W2148603752","https://openalex.org/W2149298154","https://openalex.org/W2158922990","https://openalex.org/W2339359539","https://openalex.org/W2396203189","https://openalex.org/W2998216295","https://openalex.org/W4285719527","https://openalex.org/W6634328381","https://openalex.org/W6674582357","https://openalex.org/W6677484513","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2089892314","https://openalex.org/W1603091392","https://openalex.org/W4386075310","https://openalex.org/W2169565408","https://openalex.org/W2127229869","https://openalex.org/W3123056048","https://openalex.org/W2150638158","https://openalex.org/W2121506664","https://openalex.org/W2363184354","https://openalex.org/W2137862631"],"abstract_inverted_index":{"UNLABELLED:":[0],"Recurrent":[1],"chromosomal":[2],"alterations":[3,26],"provide":[4],"cytological":[5],"and":[6,12,54,66,127],"molecular":[7],"positions":[8],"for":[9,64,117,134],"the":[10,88,105,114,124,148],"diagnosis":[11],"prognosis":[13],"of":[14,33,42,47,50,69,137],"cancer.":[15],"Comparative":[16],"genomic":[17],"hybridization":[18],"(CGH)":[19],"has":[20],"been":[21,132],"useful":[22],"in":[23,27,93,165],"understanding":[24],"these":[25],"cancerous":[28],"cells.":[29],"CGH":[30,70],"datasets":[31,145],"consist":[32],"samples":[34],"that":[35,80,108,112,130,152],"are":[36,155],"represented":[37],"by":[38],"large":[39,138],"dimensional":[40,139],"arrays":[41],"intervals.":[43],"Each":[44],"sample":[45],"consists":[46],"long":[48],"runs":[49],"intervals":[51],"with":[52],"losses":[53],"gains.":[55],"In":[56],"this":[57,166],"article,":[58],"we":[59,74,98],"develop":[60],"novel":[61,77,101],"SVM-based":[62],"methods":[63,122,154],"classification":[65],"feature":[67,96,135],"selection":[68,136],"data.":[71,141],"For":[72,95],"classification,":[73],"developed":[75,164],"a":[76,100],"similarity":[78],"kernel":[79,91,107],"is":[81],"shown":[82],"to":[83,158],"be":[84,169],"more":[85],"effective":[86],"than":[87],"standard":[89],"linear":[90],"used":[92,133],"SVM.":[94],"selection,":[97],"propose":[99],"method":[102],"based":[103],"on":[104,144],"new":[106],"iteratively":[109],"selects":[110],"features":[111],"provides":[113],"maximum":[115],"benefit":[116],"classification.":[118],"We":[119],"compared":[120],"our":[121,153],"against":[123],"best":[125],"wrapper-based":[126],"filter-based":[128],"approaches":[129],"have":[131],"biological":[140],"Our":[142],"results":[143],"generated":[146],"from":[147,171],"Progenetix":[149],"database,":[150],"suggests":[151],"considerably":[156],"superior":[157],"existing":[159],"methods.":[160],"AVAILABILITY:":[161],"All":[162],"software":[163],"article":[167],"can":[168],"downloaded":[170],"http://plaza.ufl.edu/junliu/feature.tar.gz.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
