{"id":"https://openalex.org/W1512862508","doi":"https://doi.org/10.1007/978-3-540-75398-8_1","title":"Information Theoretic Feature Selection and Projection","display_name":"Information Theoretic Feature Selection and Projection","publication_year":2007,"publication_date":"2007-12-24","ids":{"openalex":"https://openalex.org/W1512862508","doi":"https://doi.org/10.1007/978-3-540-75398-8_1","mag":"1512862508"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-75398-8_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-75398-8_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"book-chapter","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/A5083261801","display_name":"Deniz Erdo\u011fmu\u015f","orcid":"https://orcid.org/0000-0002-1114-3539"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Deniz Erdogmus","raw_affiliation_strings":["Department of BME, Oregon Health and Science University, Portland, OR, USA","Department of CSEE, Oregon Health and Science University, Portland, OR, USA","Department of CSEE, Oregon Health and Science University, Portland, USA","Department of BME, Oregon Health and Science University, Portland, USA"],"affiliations":[{"raw_affiliation_string":"Department of BME, Oregon Health and Science University, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]},{"raw_affiliation_string":"Department of CSEE, Oregon Health and Science University, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]},{"raw_affiliation_string":"Department of CSEE, Oregon Health and Science University, Portland, USA","institution_ids":["https://openalex.org/I165690674"]},{"raw_affiliation_string":"Department of BME, Oregon Health and Science University, Portland, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080908821","display_name":"Umut \u00d6zertem","orcid":null},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Umut Ozertem","raw_affiliation_strings":["Department of CSEE, Oregon Health and Science University, Portland, OR, USA","Department of CSEE, Oregon Health and Science University, Portland, USA"],"affiliations":[{"raw_affiliation_string":"Department of CSEE, Oregon Health and Science University, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]},{"raw_affiliation_string":"Department of CSEE, Oregon Health and Science University, Portland, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016639693","display_name":"L\u00fc Tian","orcid":"https://orcid.org/0000-0002-5893-0169"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tian Lan","raw_affiliation_strings":["Department of BME, Oregon Health and Science University, Portland, OR, USA","Department of BME, Oregon Health and Science University, Portland, USA"],"affiliations":[{"raw_affiliation_string":"Department of BME, Oregon Health and Science University, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]},{"raw_affiliation_string":"Department of BME, Oregon Health and Science University, Portland, USA","institution_ids":["https://openalex.org/I165690674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083261801"],"corresponding_institution_ids":["https://openalex.org/I165690674"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.07692308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.998199999332428,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.6851929426193237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.641669750213623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6120832562446594},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6032899618148804},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5654637217521667},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48929592967033386},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46721091866493225},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38576892018318176},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3694825768470764},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1569276750087738}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6851929426193237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.641669750213623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6120832562446594},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6032899618148804},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5654637217521667},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48929592967033386},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46721091866493225},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38576892018318176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3694825768470764},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1569276750087738},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-75398-8_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-75398-8_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.458.6638","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.458.6638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www3.ece.neu.edu/~erdogmus/publications/BC04_BSP_ITfeatureprojection.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W186513846","https://openalex.org/W190437827","https://openalex.org/W206162032","https://openalex.org/W222356882","https://openalex.org/W375903583","https://openalex.org/W1506281249","https://openalex.org/W1526038567","https://openalex.org/W1544729927","https://openalex.org/W1548802052","https://openalex.org/W1564660545","https://openalex.org/W1585566614","https://openalex.org/W1587362683","https://openalex.org/W1619226191","https://openalex.org/W1624804034","https://openalex.org/W1676314349","https://openalex.org/W1849729440","https://openalex.org/W1902027874","https://openalex.org/W1926981477","https://openalex.org/W1976990135","https://openalex.org/W2014158063","https://openalex.org/W2041657594","https://openalex.org/W2042574171","https://openalex.org/W2042766205","https://openalex.org/W2045551057","https://openalex.org/W2046253250","https://openalex.org/W2053186076","https://openalex.org/W2060677448","https://openalex.org/W2066873261","https://openalex.org/W2071644606","https://openalex.org/W2092939357","https://openalex.org/W2097521973","https://openalex.org/W2109816097","https://openalex.org/W2110841704","https://openalex.org/W2111587777","https://openalex.org/W2116141292","https://openalex.org/W2116801843","https://openalex.org/W2116810533","https://openalex.org/W2119479037","https://openalex.org/W2120563725","https://openalex.org/W2126668662","https://openalex.org/W2129000925","https://openalex.org/W2129905273","https://openalex.org/W2135346934","https://openalex.org/W2140095548","https://openalex.org/W2146766088","https://openalex.org/W2149772057","https://openalex.org/W2155344811","https://openalex.org/W2162398415","https://openalex.org/W2336509789","https://openalex.org/W2782810849","https://openalex.org/W2799061466","https://openalex.org/W2969734899","https://openalex.org/W4205687621","https://openalex.org/W4205778870","https://openalex.org/W4205818646","https://openalex.org/W4233014035","https://openalex.org/W4251171122","https://openalex.org/W4285719527","https://openalex.org/W4298876635"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3147584709","https://openalex.org/W2322875716","https://openalex.org/W2961085424","https://openalex.org/W2977677679","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}