{"id":"https://openalex.org/W3010138697","doi":"https://doi.org/10.5555/1390681.1442796","title":"Manifold Learning: The Price of Normalization","display_name":"Manifold Learning: The Price of Normalization","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W3010138697","doi":"https://doi.org/10.5555/1390681.1442796","mag":"3010138697"},"language":"en","primary_location":{"id":"mag:3010138697","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1390681.1442796","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of Machine Learning Research","raw_type":null},"type":"article","indexed_in":[],"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/A5065952865","display_name":"GoldbergYair","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"GoldbergYair","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050525533","display_name":"ZakaiAlon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"ZakaiAlon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013762895","display_name":"KushnirDan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"KushnirDan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5066645274","display_name":"RitovYa'acov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"RitovYa'acov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065952865"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.33553218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9417999982833862,"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":0.9417999982833862,"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":0.9036999940872192,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.7672191858291626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5154793858528137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.473340779542923},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.40462231636047363},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39399147033691406},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35098665952682495},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.337713360786438},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.0842738151550293}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7672191858291626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5154793858528137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.473340779542923},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.40462231636047363},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39399147033691406},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35098665952682495},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.337713360786438},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0842738151550293},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3010138697","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1390681.1442796","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Journal of Machine Learning Research","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2949603635","https://openalex.org/W2096022469","https://openalex.org/W2142781195","https://openalex.org/W2012653057","https://openalex.org/W2158867000","https://openalex.org/W2208835321","https://openalex.org/W2929665337","https://openalex.org/W2145009910","https://openalex.org/W2517823715","https://openalex.org/W2362769708","https://openalex.org/W2113666837","https://openalex.org/W2349207353","https://openalex.org/W2745658610","https://openalex.org/W2108873311","https://openalex.org/W2105974268","https://openalex.org/W1544500344","https://openalex.org/W1508122684","https://openalex.org/W2085120256","https://openalex.org/W2017588182","https://openalex.org/W3105250825"],"abstract_inverted_index":{"We":[0],"analyze":[1],"the":[2],"performance":[3],"of":[4,7,26],"a":[5,16],"class":[6,24],"manifold-learning":[8],"algorithms":[9],"that":[10],"find":[11],"their":[12],"output":[13],"by":[14],"minimizing":[15],"quadratic":[17],"form":[18],"under":[19],"some":[20],"normalization":[21],"constraints.":[22],"This":[23],"consists":[25],"Locally":[27],"Line...":[28]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
