{"id":"https://openalex.org/W1804536132","doi":"https://doi.org/10.1023/a:1008143417156","title":"Learning from Examples with Information Theoretic Criteria","display_name":"Learning from Examples with Information Theoretic Criteria","publication_year":2000,"publication_date":"2000-08-01","ids":{"openalex":"https://openalex.org/W1804536132","doi":"https://doi.org/10.1023/a:1008143417156","mag":"1804536132"},"language":"en","primary_location":{"id":"doi:10.1023/a:1008143417156","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1008143417156","pdf_url":null,"source":{"id":"https://openalex.org/S4210233059","display_name":"The Journal of VLSI Signal Processing Systems for Signal Image and Video Technology","issn_l":"0922-5773","issn":["0922-5773","1573-109X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of VLSI signal processing systems for signal, image and video technology","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/A5019504861","display_name":"Jos\u00e9 C. Pr\u0131\u0301ncipe","orcid":"https://orcid.org/0000-0002-3449-3531"},"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":"Jose C. Principe","raw_affiliation_strings":["Computational NeuroEngineering Laboratory, University of Florida, Gainesville, FL, 32611, USA","Computational Neuroengineering Laboratory, University of Florida, Gainesville, FL 32611, USA"],"affiliations":[{"raw_affiliation_string":"Computational NeuroEngineering Laboratory, University of Florida, Gainesville, FL, 32611, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Computational Neuroengineering Laboratory, University of Florida, Gainesville, FL 32611, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111606637","display_name":"Dongxin Xu","orcid":"https://orcid.org/0000-0002-6618-2834"},"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":"Dongxin Xu","raw_affiliation_strings":["Computational NeuroEngineering Laboratory, University of Florida, Gainesville, FL, 32611, USA","Computational Neuroengineering Laboratory, University of Florida, Gainesville, FL 32611, USA"],"affiliations":[{"raw_affiliation_string":"Computational NeuroEngineering Laboratory, University of Florida, Gainesville, FL, 32611, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Computational Neuroengineering Laboratory, University of Florida, Gainesville, FL 32611, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010938670","display_name":"Qun Zhao","orcid":"https://orcid.org/0000-0003-0784-1024"},"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":"Qun Zhao","raw_affiliation_strings":["Computational NeuroEngineering Laboratory, University of Florida, Gainesville, FL, 32611, USA","Computational Neuroengineering Laboratory, University of Florida, Gainesville, FL 32611, USA"],"affiliations":[{"raw_affiliation_string":"Computational NeuroEngineering Laboratory, University of Florida, Gainesville, FL, 32611, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Computational Neuroengineering Laboratory, University of Florida, Gainesville, FL 32611, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091608832","display_name":"John W. Fisher","orcid":"https://orcid.org/0000-0003-4844-3495"},"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":"John W. Fisher","raw_affiliation_strings":["Computational NeuroEngineering Laboratory, University of Florida, Gainesville, FL, 32611, USA","Computational Neuroengineering Laboratory, University of Florida, Gainesville, FL 32611, USA"],"affiliations":[{"raw_affiliation_string":"Computational NeuroEngineering Laboratory, University of Florida, Gainesville, FL, 32611, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Computational Neuroengineering Laboratory, University of Florida, Gainesville, FL 32611, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019504861"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":3.8806,"has_fulltext":false,"cited_by_count":135,"citation_normalized_percentile":{"value":0.93391141,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"26","issue":"1-2","first_page":"61","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9927999973297119,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.5686754584312439},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5284138917922974},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5161853432655334},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5023622512817383},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.4937151372432709},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4892883002758026},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.48237791657447815},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4807153046131134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4785626232624054},{"id":"https://openalex.org/keywords/r\u00e9nyi-entropy","display_name":"R\u00e9nyi entropy","score":0.4772852957248688},{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.4483081102371216},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4420032203197479},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4375085234642029},{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.4349600076675415},{"id":"https://openalex.org/keywords/quadratic-classifier","display_name":"Quadratic classifier","score":0.42056798934936523},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3517845869064331},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.19969898462295532},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1805286705493927}],"concepts":[{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.5686754584312439},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5284138917922974},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5161853432655334},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5023622512817383},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.4937151372432709},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4892883002758026},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.48237791657447815},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4807153046131134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4785626232624054},{"id":"https://openalex.org/C142611142","wikidata":"https://www.wikidata.org/wiki/Q1433083","display_name":"R\u00e9nyi entropy","level":3,"score":0.4772852957248688},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.4483081102371216},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4420032203197479},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4375085234642029},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.4349600076675415},{"id":"https://openalex.org/C52620605","wikidata":"https://www.wikidata.org/wiki/Q7268357","display_name":"Quadratic classifier","level":3,"score":0.42056798934936523},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3517845869064331},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.19969898462295532},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1805286705493927},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1023/a:1008143417156","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1008143417156","pdf_url":null,"source":{"id":"https://openalex.org/S4210233059","display_name":"The Journal of VLSI Signal Processing Systems for Signal Image and Video Technology","issn_l":"0922-5773","issn":["0922-5773","1573-109X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of VLSI signal processing systems for signal, image and video technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310009","display_name":"University of Florida","ror":"https://ror.org/02y3ad647"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W35265221","https://openalex.org/W118372337","https://openalex.org/W1492221128","https://openalex.org/W1498436455","https://openalex.org/W1555711139","https://openalex.org/W1624804034","https://openalex.org/W1842799437","https://openalex.org/W1966487714","https://openalex.org/W2009642296","https://openalex.org/W2029401646","https://openalex.org/W2032407804","https://openalex.org/W2032558547","https://openalex.org/W2034274945","https://openalex.org/W2041905826","https://openalex.org/W2042524010","https://openalex.org/W2081341468","https://openalex.org/W2084032863","https://openalex.org/W2099111195","https://openalex.org/W2101349570","https://openalex.org/W2105464873","https://openalex.org/W2108384452","https://openalex.org/W2110413319","https://openalex.org/W2111847198","https://openalex.org/W2118020555","https://openalex.org/W2124776405","https://openalex.org/W2126678392","https://openalex.org/W2129000925","https://openalex.org/W2133069808","https://openalex.org/W2135346645","https://openalex.org/W2138484440","https://openalex.org/W2146950091","https://openalex.org/W2148603752","https://openalex.org/W2158518995","https://openalex.org/W2797816625","https://openalex.org/W2912889105","https://openalex.org/W2993383518","https://openalex.org/W4240035482","https://openalex.org/W6683615932","https://openalex.org/W6781870204"],"related_works":["https://openalex.org/W4287752245","https://openalex.org/W3037814265","https://openalex.org/W3037153987","https://openalex.org/W2383482627","https://openalex.org/W4288315282","https://openalex.org/W2951122819","https://openalex.org/W2889447638","https://openalex.org/W2392054573","https://openalex.org/W2162758065","https://openalex.org/W1975313382"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}