{"id":"https://openalex.org/W1521175787","doi":"https://doi.org/10.1007/978-3-540-87536-9_9","title":"Semi-supervised Learning of Tree-Structured RBF Networks Using Co-training","display_name":"Semi-supervised Learning of Tree-Structured RBF Networks Using Co-training","publication_year":2008,"publication_date":"2008-09-05","ids":{"openalex":"https://openalex.org/W1521175787","doi":"https://doi.org/10.1007/978-3-540-87536-9_9","mag":"1521175787"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-87536-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-87536-9_9","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":"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/A5000678844","display_name":"Mohamed Farouk Abdel Hady","orcid":null},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mohamed F. Abdel Hady","raw_affiliation_strings":["Institute of Neural Information Processing, University of Ulm, D-89069, Ulm, Germany","Institute of Neural Information Processing, University of Ulm, Ulm, Germany D-89069"],"affiliations":[{"raw_affiliation_string":"Institute of Neural Information Processing, University of Ulm, D-89069, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]},{"raw_affiliation_string":"Institute of Neural Information Processing, University of Ulm, Ulm, Germany D-89069","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078096723","display_name":"Friedhelm Schwenker","orcid":"https://orcid.org/0000-0001-5118-0812"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Friedhelm Schwenker","raw_affiliation_strings":["Institute of Neural Information Processing, University of Ulm, D-89069, Ulm, Germany","Institute of Neural Information Processing, University of Ulm, Ulm, Germany D-89069"],"affiliations":[{"raw_affiliation_string":"Institute of Neural Information Processing, University of Ulm, D-89069, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]},{"raw_affiliation_string":"Institute of Neural Information Processing, University of Ulm, Ulm, Germany D-89069","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104754338","display_name":"G\u00fcnther Palm","orcid":null},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"G\u00fcnther Palm","raw_affiliation_strings":["Institute of Neural Information Processing, University of Ulm, D-89069, Ulm, Germany","Institute of Neural Information Processing, University of Ulm, Ulm, Germany D-89069"],"affiliations":[{"raw_affiliation_string":"Institute of Neural Information Processing, University of Ulm, D-89069, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]},{"raw_affiliation_string":"Institute of Neural Information Processing, University of Ulm, Ulm, Germany D-89069","institution_ids":["https://openalex.org/I196349391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000678844"],"corresponding_institution_ids":["https://openalex.org/I196349391"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1784,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.78441788,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9968000054359436,"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":0.9968000054359436,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9929999709129333,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9886999726295471,"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/computer-science","display_name":"Computer science","score":0.8315421342849731},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6671427488327026},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6626909375190735},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6347160339355469},{"id":"https://openalex.org/keywords/co-training","display_name":"Co-training","score":0.5361967086791992},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.5297592282295227},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.520179033279419},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5149593949317932},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.49267011880874634},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48971274495124817},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4894498884677887},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4781121611595154},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4747332036495209},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4440625309944153},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.43533411622047424},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4245697259902954},{"id":"https://openalex.org/keywords/structured-prediction","display_name":"Structured prediction","score":0.4207344055175781},{"id":"https://openalex.org/keywords/binary-tree","display_name":"Binary tree","score":0.4192018508911133},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4078004062175751},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10386916995048523},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07357913255691528},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07268166542053223}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8315421342849731},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6671427488327026},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6626909375190735},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6347160339355469},{"id":"https://openalex.org/C2776959682","wikidata":"https://www.wikidata.org/wiki/Q17005296","display_name":"Co-training","level":3,"score":0.5361967086791992},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.5297592282295227},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.520179033279419},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5149593949317932},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.49267011880874634},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48971274495124817},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4894498884677887},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4781121611595154},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4747332036495209},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4440625309944153},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.43533411622047424},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4245697259902954},{"id":"https://openalex.org/C22367795","wikidata":"https://www.wikidata.org/wiki/Q7625208","display_name":"Structured prediction","level":2,"score":0.4207344055175781},{"id":"https://openalex.org/C197855036","wikidata":"https://www.wikidata.org/wiki/Q380172","display_name":"Binary tree","level":2,"score":0.4192018508911133},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4078004062175751},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10386916995048523},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07357913255691528},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07268166542053223},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-87536-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-87536-9_9","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W294526298","https://openalex.org/W1512921847","https://openalex.org/W1516718004","https://openalex.org/W1541886376","https://openalex.org/W1574877594","https://openalex.org/W1963581687","https://openalex.org/W2037603696","https://openalex.org/W2048679005","https://openalex.org/W2105102731","https://openalex.org/W2294816882","https://openalex.org/W2797148637","https://openalex.org/W2904900506","https://openalex.org/W2912483566","https://openalex.org/W4301347335"],"related_works":["https://openalex.org/W2133556223","https://openalex.org/W121244246","https://openalex.org/W2378187833","https://openalex.org/W2504719182","https://openalex.org/W4309984931","https://openalex.org/W4282977123","https://openalex.org/W192740413","https://openalex.org/W2112505212","https://openalex.org/W1473009882","https://openalex.org/W2364325338"],"abstract_inverted_index":null,"counts_by_year":[{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
