{"id":"https://openalex.org/W1603458042","doi":"https://doi.org/10.1007/11766247_40","title":"On the Performance of Chernoff-Distance-Based Linear Dimensionality Reduction Techniques","display_name":"On the Performance of Chernoff-Distance-Based Linear Dimensionality Reduction Techniques","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1603458042","doi":"https://doi.org/10.1007/11766247_40","mag":"1603458042"},"language":"en","primary_location":{"id":"doi:10.1007/11766247_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11766247_40","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5066955194","display_name":"Mohammed Liakat Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammed Liakat Ali","raw_affiliation_strings":["School of Computer Science, University of Windsor, Windsor, Canada","[School of Computer Science University of Windsor Windsor, ON, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Windsor, Windsor, Canada","institution_ids":["https://openalex.org/I74413500"]},{"raw_affiliation_string":"[School of Computer Science University of Windsor Windsor, ON, Canada]","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040978295","display_name":"Luis Rueda","orcid":"https://orcid.org/0000-0001-7988-2058"},"institutions":[{"id":"https://openalex.org/I172787465","display_name":"University of Concepci\u00f3n","ror":"https://ror.org/0460jpj73","country_code":"CL","type":"education","lineage":["https://openalex.org/I172787465"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Luis Rueda","raw_affiliation_strings":["Department of Computer Science, University of Concepci\u00f3n, Concepci\u00f3n, Chile","[Dept. of Computer Science, University of Concepci\u00f3n, Concepci\u00f3n, Chile]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Concepci\u00f3n, Concepci\u00f3n, Chile","institution_ids":["https://openalex.org/I172787465"]},{"raw_affiliation_string":"[Dept. of Computer Science, University of Concepci\u00f3n, Concepci\u00f3n, Chile]","institution_ids":["https://openalex.org/I172787465"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108556899","display_name":"Myriam Herrera","orcid":null},"institutions":[{"id":"https://openalex.org/I39553462","display_name":"National University of San Juan","ror":"https://ror.org/02rsnav77","country_code":"AR","type":"education","lineage":["https://openalex.org/I39553462"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Myriam Herrera","raw_affiliation_strings":["Institute of Informatics, National University of San Juan, Cereceto y Meglioli, San Juan, Argentina","Institute of Informatics, National University of San Juan, Cereceto y Meglioli, San Juan, Argentina#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, National University of San Juan, Cereceto y Meglioli, San Juan, Argentina","institution_ids":["https://openalex.org/I39553462"]},{"raw_affiliation_string":"Institute of Informatics, National University of San Juan, Cereceto y Meglioli, San Juan, Argentina#TAB#","institution_ids":["https://openalex.org/I39553462"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8126,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.66864443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"467","last_page":"478"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9979000091552734,"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":0.9979000091552734,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9697999954223633,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.7357710599899292},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.701016902923584},{"id":"https://openalex.org/keywords/chernoff-bound","display_name":"Chernoff bound","score":0.6392578482627869},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5334154963493347},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5316826701164246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47426021099090576},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.41339990496635437},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.410069078207016},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3641517758369446},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2884465456008911}],"concepts":[{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.7357710599899292},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.701016902923584},{"id":"https://openalex.org/C14539891","wikidata":"https://www.wikidata.org/wiki/Q1070305","display_name":"Chernoff bound","level":2,"score":0.6392578482627869},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5334154963493347},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5316826701164246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47426021099090576},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.41339990496635437},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.410069078207016},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3641517758369446},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2884465456008911},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/11766247_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11766247_40","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.92.3683","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.92.3683","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.inf.udec.cl/~lrueda/papers/ChernoffLDA-AI06.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W308258633","https://openalex.org/W1489381599","https://openalex.org/W1507386249","https://openalex.org/W1551367334","https://openalex.org/W1764095852","https://openalex.org/W1983827846","https://openalex.org/W2024844388","https://openalex.org/W2042264548","https://openalex.org/W2055596845","https://openalex.org/W2073675454","https://openalex.org/W2084812512","https://openalex.org/W2105754477","https://openalex.org/W2112504997","https://openalex.org/W2128307858","https://openalex.org/W2130418330","https://openalex.org/W2132918507","https://openalex.org/W2133191367","https://openalex.org/W2137772040","https://openalex.org/W2496585406","https://openalex.org/W2799061466","https://openalex.org/W3146003712","https://openalex.org/W4244494905","https://openalex.org/W4298266977"],"related_works":["https://openalex.org/W2794812819","https://openalex.org/W2114217318","https://openalex.org/W2587881214","https://openalex.org/W3104072235","https://openalex.org/W1995622179","https://openalex.org/W2048680804","https://openalex.org/W2370263288","https://openalex.org/W1484111231","https://openalex.org/W2169311637","https://openalex.org/W3192451249"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
